# Best Cloud Cost Management Tools - Page 3 *By [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar)* Cloud cost management software helps companies control cloud infrastructure spending by monitoring resource usage and computing demands, alerting users to underutilized capacity, automatically scaling usage to optimal rates, and providing reporting features to identify waste and redundancies across cloud environments. ### Core Capabilities of Cloud Cost Management Software To qualify for inclusion in the Cloud Cost Management category, a product must: - Monitor cloud infrastructure usage - Track spending as it relates to resource usage - Identify areas to save by reducing resource usage ### Common Use Cases for Cloud Cost Management Software IT, finance, and DevOps teams use cloud cost management tools to maximize the efficiency of cloud infrastructure investments. Common use cases include: - Monitoring real-time cloud resource consumption to detect overspending or underutilized capacity - Automatically scaling cloud usage to match demand and eliminate unnecessary spend - Generating cost allocation and waste reports to identify optimization opportunities across teams and workloads ### How Cloud Cost Management Software Differs from Other Tools Cloud cost management tools are typically paired with [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offerings to minimize the costs of pay-as-you-go cloud models. They differ from [SaaS spend management software](https://www.g2.com/categories/saas-spend-management), which monitors and manages spending on cloud-based SaaS applications rather than the underlying cloud infrastructure and compute resources. ### Insights from G2 on Cloud Cost Management Software Based on category trends on G2, real-time usage monitoring and automated rightsizing recommendations stand out as the most valued capabilities. These platforms deliver measurable reductions in cloud spend and improved budget visibility as primary outcomes of adoption. ## Top Cloud Cost Management Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Cast AI](https://www.g2.com/products/cast-ai/reviews) | 4.6/5.0 (192 reviews) | Autonomous Kubernetes cost rightsizing and bin-packing | "[Revolutionized Our Kubernetes Optimization](https://www.g2.com/survey_responses/cast-ai-review-13076801)" | | 2 | [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) | 4.7/5.0 (300 reviews) | AWS cost visibility with guaranteed commitment-free savings | "[Excellent Cloud Visibility and Cost Control Made Easy](https://www.g2.com/survey_responses/cloudkeeper-review-12980640)" | | 3 | [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) | 4.3/5.0 (363 reviews) | AWS-native cost and resource alerting | "[Seamless AWS Integration and Feature-Rich Log Access](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12850490)" | | 4 | [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) | 4.6/5.0 (96 reviews) | Automated Kubernetes workload rightsizing with real-time adjustment | "[Dynamic Resource Optimization That Cuts Costs and Keeps Workloads Stable](https://www.g2.com/survey_responses/scaleops-review-12342100)" | | 5 | [AWS Budgets](https://www.g2.com/products/aws-budgets/reviews) | 4.1/5.0 (40 reviews) | AWS-native cloud spend threshold alerting | "[Proactive Cloud Spending with Easy Setup](https://www.g2.com/survey_responses/aws-budgets-review-12909236)" | | 6 | [Flexera One](https://www.g2.com/products/flexera-one/reviews) | 4.3/5.0 (116 reviews) | Multi-cloud FinOps with license compliance intelligence | "[A must have tool for inventory management for every organisation](https://www.g2.com/survey_responses/flexera-one-review-11647810)" | | 7 | [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) | 4.7/5.0 (69 reviews) | Multi-cloud spend visibility with virtual tagging | "[Vantage Simplifies Cross-Platform Budgeting with Clear Cost Accountability](https://www.g2.com/survey_responses/vantage-review-12299583)" | | 8 | [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) | 4.2/5.0 (203 reviews) | Multi-cloud FinOps chargeback and rightsizing visibility | "[Effective for Cloud Cost Optimization, Minor Hurdles](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260)" | | 9 | [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5.0 (713 reviews) | Multi-cloud observability with unpredictable spend visibility | "[Datadog: Unified Logs, Metrics & Traces for Real-Time Visibility and Faster Debugging](https://www.g2.com/survey_responses/datadog-review-13049319)" | | 10 | [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) | 4.4/5.0 (288 reviews) | AI-driven rightsizing across hybrid multicloud workloads | "[Advanced Infrastructure Optimizer with challenging configuration requirements.](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189)" | --- ## What Are the Most Common Questions About Cloud Cost Management Tools? *AI-generated · Last updated: May 26, 2026* ### Which is the best cloud cost management tool for AWS and Azure? Based on G2 reviews, [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) stands out most strongly for AWS-focused cloud cost management, with reviewers repeatedly highlighting cost visibility, billing support, responsive service, and optimization guidance. According to verified users, it helps teams monitor spend, analyze billing, and identify savings opportunities through tools like CK Lens and tuning recommendations. G2 reviewers mention smooth onboarding, strong support, and clear dashboards for understanding costs across accounts. For buyers evaluating AWS and Azure together, the review data in this set is much deeper for AWS than Azure, so the strongest evidence supports CloudKeeper as the clearest recent leader for AWS-centric cloud cost management needs. ### What top tools for optimizing cloud spend? Based on G2 reviews, buyers looking for cloud cost management tools for spend optimization consistently mention visibility, actionable recommendations, and reduced manual effort. According to verified users, several products help teams identify waste, improve resource sizing, and monitor spending trends across cloud environments. G2 reviewers mention that some tools are especially strong for Kubernetes optimization, while others are better for billing visibility, reporting, or automated rightsizing. Common themes include easier cost allocation, anomaly detection, better forecasting, and stronger collaboration between finance and engineering teams. The most consistently cited strengths across recent reviews are automation, dashboards that clarify where money is going, and recommendations that help teams cut unnecessary spend without increasing operational burden. **Here are some of the top-rated products on G2:** - [Cast AI](https://www.g2.com/products/cast-ai/reviews) – frequently used to automate Kubernetes rightsizing, scaling, and cluster cost reduction - [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) – often used for cloud billing visibility, cost analysis, and savings guidance in AWS environments - [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) – commonly chosen for Kubernetes workload rightsizing and reducing over-provisioned resources ### Which cloud cost management solution offers AI-driven recommendations? Based on G2 reviews, buyers looking for AI-driven recommendations in cloud cost management tools most often mention automation, anomaly detection, and recommendation engines that reduce manual analysis. According to verified users, multiple products in this category surface AI-assisted insights for rightsizing, forecasting, or optimization workflows. G2 reviewers mention AI for Kubernetes resource tuning, cloud cost anomaly detection, natural-language summaries, and automated savings guidance. The strongest recent review themes center on tools that turn raw cost data into practical actions teams can apply quickly. For buyers prioritizing AI assistance, the most grounded signals in recent reviews point to products that combine visibility with recommendation workflows rather than dashboards alone, especially for Kubernetes and multi-cloud optimization use cases. ### What top tools for managing reserved instance usage? Based on G2 reviews, reserved instance and commitment management is most often discussed in relation to AWS savings plans, billing support, and commitment optimization. According to verified users, buyers value tools that reduce the operational burden of tracking expiring commitments, recommending purchases, and simplifying billing visibility. G2 reviewers mention platforms that help with savings plan delegation, commitment analysis, and easier interpretation of cloud billing without relying entirely on native provider tools. For teams focused on commitment management, the review data points to products that combine reporting with practical support around reserved usage, savings opportunities, and budget control. Recent feedback especially emphasizes simpler billing workflows, better forecasting, and reducing the manual work needed to manage commitment-based cloud savings. **Here are some of the top-rated products on G2:** - [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) – often used to manage AWS billing, reservations, and cost optimization support - [Pump](https://www.g2.com/products/pump-pump/reviews) – frequently mentioned for simplifying AWS reserved instance and discount management - [Strategic Blue](https://www.g2.com/products/strategic-blue/reviews) – used to reduce internal effort around savings plans and AWS spend optimization ### What top-rated cloud cost optimization platforms for enterprises? Based on G2 reviews, enterprise buyers evaluating cloud cost management tools tend to prioritize visibility across large environments, governance support, shared dashboards, and optimization guidance that works across teams. According to verified users, enterprise-friendly platforms are often described as strong for cost allocation, executive reporting, multi-account visibility, and policy-driven optimization. G2 reviewers mention that larger organizations benefit from tools that support chargeback, anomaly detection, rightsizing, and coordination between finance, procurement, and engineering teams. Recent reviews also highlight the importance of support quality and workflow flexibility in complex environments. The most grounded enterprise signals in this dataset point to platforms that help organizations centralize cost data, improve accountability, and make optimization efforts repeatable across cloud operations. **Here are some of the top-rated products on G2:** - [Flexera One](https://www.g2.com/products/flexera-one/reviews) – commonly used for multi-cloud cost visibility, governance, and optimization in larger organizations - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – often chosen for enterprise cloud visibility, reporting, and cost allocation across teams - [ServiceNow IT Asset Management](https://www.g2.com/products/servicenow-it-asset-management/reviews) – used to centralize asset and spend visibility while improving lifecycle and usage oversight ### Which software integrates cloud cost management with billing systems? Based on G2 reviews, cloud cost management tools that connect closely with billing workflows are often valued for simplifying invoice analysis, cost reporting, and spend visibility across accounts. According to verified users, products in this area help teams understand billing data without relying on manual spreadsheets or fragmented native consoles. G2 reviewers mention billing dashboards, invoice support, mediator-style support with cloud providers, and easier chargeback or showback processes. In the recent review set, CloudKeeper is especially associated with AWS billing help, invoice support, and cost analysis, while other products focus more on optimization than billing workflows. For buyers prioritizing billing integration, the strongest grounded signals come from tools that combine clear dashboards, usage visibility, and practical help with billing-related questions and reporting. ### What best tools for forecasting cloud usage costs? Based on G2 reviews, forecasting features are most valued when they help teams move from reactive cost reviews to proactive planning. According to verified users, strong forecasting support usually appears alongside budgeting, anomaly detection, and cost trend visibility. G2 reviewers mention the need for near real-time data, cost planning, and reports that help leadership understand changing usage patterns before bills become surprises. Products in this category are often praised for helping finance and engineering work from the same cloud cost signals. Recent review themes show that buyers want forecasting tools that improve budget confidence, surface anomalies early, and connect spend patterns to optimization decisions. The most grounded review evidence supports platforms that combine cost visibility, alerts, and planning-oriented reporting. **Here are some of the top-rated products on G2:** - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – frequently mentioned for forecasting, budgeting, and proactive cloud financial management - [Flexera One](https://www.g2.com/products/flexera-one/reviews) – often used for cost planning, budgeting, and forecasting across multi-cloud environments - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – commonly used for tracking spend trends, planning budgets, and improving financial visibility ### What best platforms for tracking multi-cloud expenses? Based on G2 reviews, buyers tracking multi-cloud expenses want a centralized view of spend across providers, along with better allocation and easier reporting. According to verified users, the strongest tools reduce the need to jump across multiple cloud consoles and make it easier to see costs by team, service, or environment. G2 reviewers mention unified dashboards, cross-provider reporting, and improved visibility for AWS, Azure, GCP, and Kubernetes costs. Recent reviews also emphasize that multi-cloud buyers value anomaly detection and better communication between finance and engineering. The most grounded review evidence points to platforms that consolidate cost data, simplify spend analysis, and help teams understand where cloud budget is going without relying on manual exports or disconnected dashboards. **Here are some of the top-rated products on G2:** - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – often used to unify cloud cost reporting across multiple providers and accounts - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – frequently cited for consolidated visibility across multi-cloud environments - [CloudZero](https://www.g2.com/products/cloudzero/reviews) – commonly used to centralize spend visibility and link costs to business dimensions ### Which cloud cost management platform is most user-friendly? Based on G2 reviews, user-friendliness in cloud cost management tools usually comes down to clear dashboards, easy onboarding, and reducing the effort needed to understand spending data. According to verified users, several products are praised for intuitive interfaces, simple setup, and making cloud cost information more accessible beyond just FinOps specialists. G2 reviewers mention straightforward dashboards, easier cost exploration, and better usability for finance, engineering, and leadership stakeholders. Recent feedback suggests that buyers favor tools that shorten time to insight, support fast adoption, and reduce the need for manual reporting. In this dataset, products like Vantage, CloudKeeper, and CloudZero receive repeated praise for usability, though the best fit depends on whether a buyer values billing simplicity, multi-cloud visibility, or customizable views. ### What best platforms for tracking cost allocation by department? Based on G2 reviews, cost allocation by department is a key requirement for buyers who need stronger accountability across finance, engineering, and business teams. According to verified users, the most useful cloud cost management tools let teams break down spend by account, service, team, project, business unit, or custom dimensions. G2 reviewers mention chargeback and showback reporting, tagging support, virtual tagging, and easier ways to connect cloud costs with organizational ownership. Recent reviews show that buyers value platforms that turn complex billing data into views that department leaders can actually use. The strongest grounded signals in this dataset point to products that centralize cost data, improve allocation accuracy, and make it easier to explain who owns which portion of cloud spend. **Here are some of the top-rated products on G2:** - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – often used for cost breakdowns by team, business unit, and project with strong visibility features - [CloudZero](https://www.g2.com/products/cloudzero/reviews) – commonly used to allocate spend by customer, product, workload, or team - [Finout](https://www.g2.com/products/finout/reviews) – frequently mentioned for shared cost allocation, virtual tagging, and team-level cost visibility ## G2 Grid® for Cloud Cost Management Tools ![G2 Grid® for Cloud Cost Management Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-cost-management/grids.png?focus%5B%5D=136001&focus%5B%5D=150881&focus%5B%5D=17881&focus%5B%5D=1386881&focus%5B%5D=107230&focus%5B%5D=52132&focus%5B%5D=155562&focus%5B%5D=40332) Highlighted products: Cast AI, CloudKeeper, Amazon CloudWatch, ScaleOps, Flexera One, AWS Budgets, Vantage, and IBM Cloudability. Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-cost-management/grids.json?focus%5B%5D=cast-ai&focus%5B%5D=cloudkeeper&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=scaleops-cloud-native-optimization-scaleops&focus%5B%5D=flexera-one&focus%5B%5D=aws-budgets&focus%5B%5D=vntg-inc-vantage&focus%5B%5D=ibm-cloudability) ## How Many Cloud Cost Management Tools Products Does G2 Track? **Total Products under this Category:** 231 ### Category Stats (Jul 2026) - **Average Rating**: 4.6/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: OpsRamp (+0.46%) - Among all products in this category, OpsRamp recorded the largest rating increase compared to last month *Last updated: July 17, 2026* ## How Does G2 Rank Cloud Cost Management Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,200+ Authentic Reviews - 231+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Cloud Cost Management Tools Is Best for Your Use Case? - **Leader:** [Cast AI](https://www.g2.com/products/cast-ai/reviews) - **Highest Performer:** [PointFive](https://www.g2.com/products/pointfive-2024-08-28/reviews) - **Easiest to Use:** [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) - **Top Trending:** [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) - **Best Free Software:** [Datadog](https://www.g2.com/products/datadog/reviews) --- **Sponsored** ### Eon Data Protection Protect everything across your cloud environments with a unified platform for cloud backup, instant recovery, cyber resilience, and long-term data retention. Eon Data Protection helps modern enterprises replace fragmented backup infrastructure, native snapshot sprawl, and operationally complex legacy tooling with autonomous, cloud-native data protection built specifically for cloud-native environments. Infrastructure, platform, and security teams use Eon to continuously protect VMs, object storage, databases, data warehouses, logs, audit telemetry, and file systems through a single control plane. With autonomous discovery, policy enforcement, immutable storage, and incremental-forever architecture, Eon reduces operational overhead while improving resilience, recovery readiness, and cloud storage efficiency. Unlike traditional backup platforms that treat backup data as a static insurance policy, Eon transforms backup and archive data into an instantly usable asset for analytics, investigations, compliance, and AI. Here’s what you get with Eon Data Protection: - Autonomous backup posture management: Eon continuously discovers and classifies cloud resources across accounts, regions, and environments, automatically applying protection policies and enforcing backup coverage through Cloud Backup Posture Management (CBPM). - Cloud-native storage efficiency: Incremental-forever architecture and built-in deduplication reduce backup storage costs by 30–50% compared to legacy backup infrastructure and native cloud snapshots. - Instant granular recovery: Recover individual files, objects, tables, records, or full environments instantly without rehydration workflows, ETL pipelines, or operational complexity. - Built-in ransomware, malware, and anomaly detection: Eon detects ransomware, corruption, and anomalous behavior before restore across databases, VMs, and object storage while isolating backups in immutable, logically air-gapped environments. - Long-term retention and log archive: Archive and query months or years of logs directly in object storage without expensive indexing pipelines, rehydration workflows, or SIEM cost overhead. - Multi-cloud and cross-cloud recovery: Centralize protection, governance, retention, and recovery across AWS, Azure, and Google Cloud through a single unified platform designed for modern multi-cloud environments. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1388&secure%5Bchosen_at%5D=2026-07-17T16%3A23%3A47Z&secure%5Bdisplayable_resource_id%5D=1388&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1388&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1742069&secure%5Bresource_id%5D=1388&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-cost-management%3Fpage%3D13%26segment%3Dall&secure%5Btoken%5D=d4618809e36cc7287be1a12d5a69792083a22e6bc58ee4a46d58c06fe0be7571&secure%5Burl%5D=https%3A%2F%2Fwww.eon.io%2Fplatform%3Futm_source%3Dg2%26utm_medium%3Ddisplay%26utm_campaign%3D26_bofu_g2_platform%26utm_content%3Dad_category_banner&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Cloud Cost Management Tools Products in 2026? ### 1. [Unravel Data](https://www.g2.com/products/unravel-data/reviews) Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market. **Average Rating:** 4.4/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Unravel Data?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.3/10) - **Automation:** 8.9/10 (Category avg: 8.5/10) - **Reporting:** 8.6/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Unravel Data?** - **Seller:** [Unravel Data](https://www.g2.com/sellers/unravel-data) - **Year Founded:** 2016 - **HQ Location:** Mountain View, CA - **Twitter:** @unraveldata (1,029 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/unravel-data (107 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 81% Enterprise, 17% Small-Business #### What Are Unravel Data's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Easy Setup (1 reviews) - Efficiency (1 reviews) - Insights (1 reviews) - Installation Ease (1 reviews) **Cons:** - Limited Features (2 reviews) - Complex Configuration (1 reviews) - Complex Setup (1 reviews) - Configuration Difficulty (1 reviews) - Configuration Issues (1 reviews) ### What Do G2 Reviewers Say About Unravel Data? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** in Unravel Data, praising its user-friendly interface and straightforward AI agent setup. - Users praise the **easy setup** of Unravel Data, finding it user-friendly and straightforward to add AI agents. - Users appreciate the **efficiency in analyzing data** with Unravel Data, allowing for quick insights and issue diagnosis. - Users value the **clear performance insights** provided by Unravel Data, enabling quick analysis and efficient troubleshooting. - Users appreciate the **installation ease** of Unravel Data, enjoying a user-friendly interface and simple AI agent integration. **Cons:** - Users find the **limited features** of Unravel Data hinder their ability to manage complex datasets and insights. - Users find that the **complex configuration** of advanced features makes tuning detailed performance metrics challenging and frustrating. - Users find the **complex setup** of Unravel Data challenging, especially when tuning advanced performance metrics and interpreting insights. - Users find the **configuration difficulty** in Unravel Data's advanced features frustrating and complicating their experience. - Users find that **configuration issues** complicate understanding insights and tuning advanced performance metrics in Unravel Data. #### What Are Recent G2 Reviews of Unravel Data? **"[Effortless Access and Intuitive Interface with Easy AI Agent Integration](https://www.g2.com/survey_responses/unravel-data-review-12186115)"** **Rating:** 4.0/5.0 stars *— Dev Saran S.* [Read full review](https://www.g2.com/survey_responses/unravel-data-review-12186115) --- **"[Performance Insights with Managing Data Workloads](https://www.g2.com/survey_responses/unravel-data-review-11989457)"** **Rating:** 4.0/5.0 stars *— Pradyumn G.* [Read full review](https://www.g2.com/survey_responses/unravel-data-review-11989457) --- #### What Are G2 Users Discussing About Unravel Data? - [What is Unravel Data used for?](https://www.g2.com/discussions/what-is-unravel-data-used-for) ### 2. [CoreStack](https://www.g2.com/products/corestack/reviews) CoreStack is a NextGen Cloud Governance solution that empowers enterprises to rapidly achieve continuous and autonomous cloud governance at scale. CoreStack helps 500+ global enterprises govern more than $2B in annual cloud consumption. The company is a Microsoft Azure Gold Partner, Amazon AWS Advanced Technology Competency Partner, Oracle Cloud Build Partner, and Google Cloud Build Partner. **Average Rating:** 4.6/5.0 **Total Reviews:** 21 **How Do G2 Users Rate CoreStack?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 8.1/10 (Category avg: 8.5/10) - **Reporting:** 8.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind CoreStack?** - **Seller:** [CORESTACK](https://www.g2.com/sellers/corestack) - **Year Founded:** 2016 - **HQ Location:** Bellevue, WA - **Twitter:** @corestack (1,021 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/corestack (213 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Enterprise, 43% Mid-Market #### What Are Recent G2 Reviews of CoreStack? **"[Great Platform for Cloud Governance!](https://www.g2.com/survey_responses/corestack-review-9315733)"** **Rating:** 4.0/5.0 stars *— Rodolfo Z.* [Read full review](https://www.g2.com/survey_responses/corestack-review-9315733) --- **"[Support and visibility on requirements and query is very good.](https://www.g2.com/survey_responses/corestack-review-9331148)"** **Rating:** 5.0/5.0 stars *— vedika p.* [Read full review](https://www.g2.com/survey_responses/corestack-review-9331148) --- #### What Are G2 Users Discussing About CoreStack? - [What is CORESTACK used for?](https://www.g2.com/discussions/what-is-corestack-used-for) ### 3. [Xosphere Instance Orchestrator](https://www.g2.com/products/xosphere-instance-orchestrator/reviews) Xosphere's super power is reducing AWS EC2 expense by up to 80%. Xosphere is the world's only intelligent cloud orchestration company empowering enterprises to seamlessly move applications to the right place at the right time to reduce cloud expense and increase reliability. Xosphere's intelligent cloud software transforms unreliable Spot instances into robust resources that have the same reliability as On-Demand but at a fraction of the cost, yielding unparalleled savings. For enterprises that want to reduce cloud costs, Xosphere's optimization engine maximizes savings with the fastest speed of implementation in the industry. Xosphere Instance Orchestrator is a cloud-native, self-hosted subscription software application. It installs into your Amazon Web Services (AWS) account using either a CloudFormation stack or a Terraform module and runs using Lambda functions. Instance Orchestrator uses an opt-in design; it only executes on Auto-Scaling groups or individual instances that have explicitly been enabled via an AWS tag. Tags can be applied using any method or tool that is used within the organization to manage tags (for example, AWS Console, AWS CLI, AWS APIs, infrastructure-as-code platforms such as CloudFormation or Terraform, cloud management platforms, etc.). Once this enabling tag has been applied, Instance Orchestrator will automatically perform its management duties on an ongoing basis. **Average Rating:** 5.0/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Xosphere Instance Orchestrator?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Xosphere Instance Orchestrator?** - **Seller:** [Xosphere](https://www.g2.com/sellers/xosphere) - **Year Founded:** 2017 - **HQ Location:** Woodland Hills, US - **Twitter:** @XosphereInc (74 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/xosphereinc/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 41% Enterprise, 24% Mid-Market #### What Are Recent G2 Reviews of Xosphere Instance Orchestrator? **"[Great solution](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7723082)"** **Rating:** 5.0/5.0 stars *— Alistair G.* [Read full review](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7723082) --- **"[Well worth the investment](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7806392)"** **Rating:** 5.0/5.0 stars *— I.Josh G.* [Read full review](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7806392) --- ### 4. [Gravity Cloud](https://www.g2.com/products/gravity-cloud/reviews) Gravity Cloud is a platform for DevOps & Engineering teams to build, manage and scale cloud platforms like AWS. This enables teams to release software faster, more securely & at reduced cloud costs without building the generic internal tools and pipelines. **Average Rating:** 4.4/5.0 **Total Reviews:** 40 **How Do G2 Users Rate Gravity Cloud?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.3/10) - **Automation:** 8.9/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Gravity Cloud?** - **Seller:** [Gravity Cloud Services](https://www.g2.com/sellers/gravity-cloud-services) - **Year Founded:** 2023 - **HQ Location:** Delaware, US - **LinkedIn® Page:** https://www.linkedin.com/company/gravity-cloud-ai/ (5 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Small-Business, 33% Mid-Market #### What Are Gravity Cloud's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Cloud Services (18 reviews) - Features (18 reviews) - Cloud Integration (14 reviews) - Easy Integrations (13 reviews) **Cons:** - Expensive (11 reviews) - Pricing Issues (10 reviews) - Slow Performance (9 reviews) - Learning Curve (7 reviews) - Complexity (6 reviews) ### What Do G2 Reviewers Say About Gravity Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users find Gravity Cloud's **ease of use** remarkable, simplifying integration and enhancing overall business productivity. - Users appreciate the **flexibility and scalability** of Gravity Cloud, making it a cost-effective solution for file sharing. - Users appreciate the **productivity-boosting features** of Gravity Cloud, including AI assistance and easy deployments. - Users appreciate the **seamless cloud integration** of Gravity Cloud, enhancing productivity and ease of use significantly. - Users value the **easy integrations** of Gravity Cloud, enhancing developer efficiency and simplifying resource management across platforms. **Cons:** - Users feel the **pricing is quite high** for Gravity Cloud, especially after a limited 15-day free trial. - Users find the **pricing issues** of Gravity Cloud problematic, especially as costs rise for growing teams and features. - Users have noted the **slow performance** of Gravity Cloud, especially during peak usage times affecting efficiency. - Users face a **steep learning curve** at the beginning, making initial setup and understanding quite challenging. - Users find the **complexity in pricing and setup** of Gravity Cloud a challenge that impacts usability and accessibility. #### What Are Recent G2 Reviews of Gravity Cloud? **"[Streamlining complex workflows with Gravity Cloud](https://www.g2.com/survey_responses/gravity-cloud-review-10890096)"** **Rating:** 4.0/5.0 stars *— Panchami N.* [Read full review](https://www.g2.com/survey_responses/gravity-cloud-review-10890096) --- **"[Streamlined Cloud Management, Cost-Effective for Growing Teams](https://www.g2.com/survey_responses/gravity-cloud-review-12396125)"** **Rating:** 4.0/5.0 stars *— Devesh M.* [Read full review](https://www.g2.com/survey_responses/gravity-cloud-review-12396125) --- ### 5. [IBM Terraform (formerly HashiCorp Terraform)](https://www.g2.com/products/ibm-terraform-formerly-hashicorp-terraform/reviews) IBM Terraform (formerly HashiCorp Terraform) is an infrastructure as code tool that lets you define both cloud and on-prem resources in human-readable configuration files that you can version, reuse, and share. You can then use a consistent workflow to provision and manage all of your infrastructure throughout its lifecycle. Terraform can manage low-level components like compute, storage, and networking resources, as well as high-level components like DNS entries and SaaS features. Terraform creates and manages resources on cloud platforms and other services through their application programming interfaces (APIs). Providers enable Terraform to work with virtually any platform or service with an accessible API. **Average Rating:** 4.6/5.0 **Total Reviews:** 107 **How Do G2 Users Rate IBM Terraform (formerly HashiCorp Terraform)?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10) - **Automation:** 9.7/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.7/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM Terraform (formerly HashiCorp Terraform)?** - **Seller:** [HashiCorp](https://www.g2.com/sellers/hashicorp) - **Company Website:** https://www.hashicorp.com/ - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @hashicorp (103,221 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2830763/ (2,181 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 36% Enterprise, 35% Mid-Market #### What Are IBM Terraform (formerly HashiCorp Terraform)'s Pros and Cons? **Pros:** - Automation (4 reviews) - Automation Efficiency (4 reviews) - Ease of Use (4 reviews) - Efficiency (4 reviews) - Infrastructure Automation (4 reviews) **Cons:** - Conflict Management (4 reviews) - Data Management Issues (3 reviews) - Learning Curve (3 reviews) - Learning Difficulty (3 reviews) - Merge Conflicts (3 reviews) ### What Do G2 Reviewers Say About IBM Terraform (formerly HashiCorp Terraform)? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation capabilities** of IBM Terraform, streamlining deployments and enhancing collaboration in team environments. - Users benefit from **automation efficiency** in IBM Terraform, simplifying infrastructure management across multiple cloud providers seamlessly. - Users appreciate the **ease of use** of IBM Terraform, enjoying streamlined deployments and intuitive management across cloud providers. - Users value the **efficiency** of Terraform in managing infrastructure, streamlining processes across multiple cloud platforms effortlessly. - Users appreciate the **effortless infrastructure management** with Terraform, enjoying its multi-cloud support and modularity. **Cons:** - Users face challenges with **conflict management** in Terraform, particularly during collaboration on state file handling. - Users often face **data management issues** with Terraform, particularly with state file handling in collaborative setups. - Users find the **learning curve steep** , particularly for beginners grappling with complex configurations and state management. - Users find the **learning difficulty** significant, especially for beginners managing state files and advanced features. - Users often face **merge conflicts** due to challenging state file management, particularly in collaborative environments. #### What Are Recent G2 Reviews of IBM Terraform (formerly HashiCorp Terraform)? **"[Good for Infrastructure Automation but Has a Learning Curve](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227)"** **Rating:** 4.5/5.0 stars *— Ashish S.* [Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227) --- **"[Brings Consistency and Scalability to Cloud Management](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200)"** **Rating:** 4.5/5.0 stars *— Verified User* [Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200) --- #### What Are G2 Users Discussing About IBM Terraform (formerly HashiCorp Terraform)? - [How does terraform work internally?](https://www.g2.com/discussions/how-does-terraform-work-internally) - 1 comment - [What kind of tool is terraform?](https://www.g2.com/discussions/what-kind-of-tool-is-terraform) - 2 comments - [Is terraform free?](https://www.g2.com/discussions/is-terraform-free) - 3 comments - [What does HashiCorp terraform do?](https://www.g2.com/discussions/what-does-hashicorp-terraform-do) ### 6. [Yotascale](https://www.g2.com/products/yotascale/reviews) Yotascale helps modern SaaS organizations reduce cloud spend by delivering dynamic cloud cost management with unmatched business insights, attribution accuracy, and time to value. Yotascale is the only solution that makes it easy for distributed teams to take ownership of cloud costs, with 95% accurate, granular cost attribution in their business context, all-in-one support for multi-cloud and containers (including Kubernetes), and actionable recommendations that make optimizing cloud costs simple, efficient, and predictable. **Average Rating:** 4.6/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Yotascale?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 7.5/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Yotascale?** - **Seller:** [YotaScale](https://www.g2.com/sellers/yotascale) - **Year Founded:** 2015 - **HQ Location:** Palo Alto, California - **Twitter:** @yotascale (428 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/yotascale/ (17 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Enterprise, 29% Mid-Market #### What Are Recent G2 Reviews of Yotascale? **"[great tool for good money!!!](https://www.g2.com/survey_responses/yotascale-review-8357730)"** **Rating:** 5.0/5.0 stars *— Patryk S.* [Read full review](https://www.g2.com/survey_responses/yotascale-review-8357730) --- **"[Total Cost of Ownership for Finance and Eng Leaders](https://www.g2.com/survey_responses/yotascale-review-10225345)"** **Rating:** 5.0/5.0 stars *— Jeremy H.* [Read full review](https://www.g2.com/survey_responses/yotascale-review-10225345) --- #### What Are G2 Users Discussing About Yotascale? - [What is Yotascale used for?](https://www.g2.com/discussions/what-is-yotascale-used-for) ### 7. [env zero](https://www.g2.com/products/env-zero/reviews) env zero enables platform teams to deliver infrastructure 10x faster—without losing control. Designed for the speed and scale demands of the AI era, it brings structure, automation, and policy enforcement to every step of infrastructure delivery. Leading enterprises like PayPal, Broadcom, Paramount, and MongoDB use env zero to codify, standardize, and automate infrastructure workflows across teams, clouds, and IaC frameworks—including OpenTofu, Terraform, Kubernetes, and more. With built-in guardrails for security, compliance, cost, and reliability, env zero eliminates bottlenecks and enables confident scaling with shared standards and intelligent automation. Founded in 2018, env zero is making infrastructure a competitive advantage. As a founding member and Technology Steering Committee representative for OpenTofu, we proudly support the open-source IaC community. **Average Rating:** 4.1/5.0 **Total Reviews:** 21 **How Do G2 Users Rate env zero?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) **Who Is the Company Behind env zero?** - **Seller:** [env0](https://www.g2.com/sellers/env0) - **Year Founded:** 2018 - **HQ Location:** Sunnyvale, CA - **Twitter:** @envZero (1,832 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/env0/ (34 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Mid-Market, 38% Enterprise #### What Are Recent G2 Reviews of env zero? **"[Robust and modern environment for creating cloud resources.](https://www.g2.com/survey_responses/env-zero-review-7117478)"** **Rating:** 4.5/5.0 stars *— Gleb L.* [Read full review](https://www.g2.com/survey_responses/env-zero-review-7117478) --- **"[Env0 great automation tool for Infra as Code](https://www.g2.com/survey_responses/env-zero-review-7088287)"** **Rating:** 4.5/5.0 stars *— Francisco B.* [Read full review](https://www.g2.com/survey_responses/env-zero-review-7088287) --- ### 8. [Pump](https://www.g2.com/products/pump-pump/reviews) Pump saves up to 60% off AWS compute spend without any engineering effort or financial risk to you. Using AI, we mirror your AWS commitments to your AWS consumption in real time, thus saving costs. Additionally, we apply a group buying volume discount to all customers in our free collective. **Average Rating:** 4.3/5.0 **Total Reviews:** 46 **How Do G2 Users Rate Pump?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10) - **Automation:** 8.1/10 (Category avg: 8.5/10) - **Reporting:** 7.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Pump?** - **Seller:** [Pump](https://www.g2.com/sellers/pump) - **Year Founded:** 2022 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** https://www.linkedin.com/company/pumpbilling/ (92 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 75% Small-Business, 17% Mid-Market #### What Are Pump's Pros and Cons? **Pros:** - Cost Saving (7 reviews) - Ease of Use (7 reviews) - Savings (5 reviews) - Cost Reduction (4 reviews) - Easy Setup (4 reviews) **Cons:** - Billing Issues (3 reviews) - Poor Customer Support (3 reviews) - Update Issues (3 reviews) - Confusion (2 reviews) - Cost Management (2 reviews) ### What Do G2 Reviewers Say About Pump? *AI-generated summary from verified user reviews* **Pros:** - Users benefit from **significant cost savings** with Pump, reporting reductions in AWS bills by up to 60%. - Users love the **ease of use** of Pump, finding it straightforward and efficient for cost management and setup. - Users benefit from **significant savings** with Pump, achieving reductions of up to 60% on their AWS expenses. - Users highlight the **significant cost savings** with Pump, achieving up to 30% reduction in AWS bills efficiently. - Users commend the **easy setup** of Pump, noting a smooth onboarding and automatic AWS account integration. **Cons:** - Users report serious **billing issues** with Pump, including unfulfilled promises and frustrating obstacles to offboarding. - Users report **poor customer support** , with delayed responses and unresolved issues causing significant frustration. - Users report significant **update issues** with Pump, including missing credits, billing errors, and poor support responsiveness. - Users report significant **confusion** due to poor internal communication and conflicting information from team members. - Users report **confusing cost management** and unfulfilled savings promises, leading to increased expenses instead of reductions. #### What Are Recent G2 Reviews of Pump? **"[Effortless AWS Management and Outstanding Support](https://www.g2.com/survey_responses/pump-review-11952298)"** **Rating:** 4.5/5.0 stars *— Jonathon R.* [Read full review](https://www.g2.com/survey_responses/pump-review-11952298) --- **"[Quietly Delivers Monthly AWS Savings with Zero Effort](https://www.g2.com/survey_responses/pump-review-12778426)"** **Rating:** 5.0/5.0 stars *— Verified User in Financial Services* [Read full review](https://www.g2.com/survey_responses/pump-review-12778426) --- ### 9. [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews) Anodot’s augmented analytics platform is the next generation in business intelligence. Anodot proactively identifies revenue-critical business incidents, recommends actions, and automates the remediation process, in real time. Anodot’s patented technology goes beyond data visualization by constantly analyzing and correlating business metrics, alerts and forecasts in their context. Leveraging AI and ML, Anodot’s augmented analytics proactively alert companies to revenue-critical business incidents and automates their remediation in real-time. The company’s Cloud Costs solution provides accurate monitoring and forecasting as well as savings recommendations that cut up to 40% on annual cloud spend. Fortune 500 companies leverage Anodot for cloud cost management and Anodot for payment intelligence to help reduce cloud waste and protect revenue streams. Our team spans several continents, with headquarters in the U.S. and Israel, with business units dedicated to digital, financial services, and telecommunications. To learn more, visit www.anodot.com or check us out on LinkedIn and Twitter. **Average Rating:** 4.5/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Umbrella?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Reporting:** 6.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Umbrella?** - **Seller:** [Umbrella (formerly Anodot)](https://www.g2.com/sellers/umbrella-formerly-anodot) - **Year Founded:** 2014 - **HQ Location:** Ashburn, Virginia - **Twitter:** @TeamAnodot (1,139 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5229141/ (80 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Mid-Market, 31% Small-Business #### What Are Umbrella's Pros and Cons? **Pros:** - Time-saving (3 reviews) - Alerting System (2 reviews) - Alerts (2 reviews) - Helpful (2 reviews) - Problem Solving (2 reviews) **Cons:** - Access Control (2 reviews) - Complexity (2 reviews) - Not Intuitive (2 reviews) - Confusion (1 reviews) - Difficult Learning (1 reviews) ### What Do G2 Reviewers Say About Umbrella? *AI-generated summary from verified user reviews* **Pros:** - Users value the **time-saving features** of the Umbrella, enabling quick identification and resolution of critical issues. - Users value the **fast problem detection** of the Alerting System, significantly reducing time and stress in issue resolution. - Users appreciate the **quick and critical alerts** from Umbrella, which help in promptly addressing data issues. - Users value the **AI-Powered Cost Optimization** for effectively managing and reducing unnecessary cloud spending swiftly. - Users value the **quick problem detection** by Anodot, which helps resolve issues efficiently and reduces stress. **Cons:** - Users find the **lack of advanced role-based permissions** challenging, especially in larger organizational contexts. - Users find the **complexity** of managing alerts and user roles to be a frustrating aspect of the Umbrella product. - Users find the **interface not intuitive** , making it challenging for non-technical product managers to navigate effectively. - Users find the **confusing usability** of the umbrella limits effective use, especially for non-technical product managers. - Users find the **difficult learning curve** of Umbrella challenging, especially for non-technical product managers. #### What Are Recent G2 Reviews of Umbrella? **"[AI-Powered Cost Optimization Makes Cloud Savings Effortless](https://www.g2.com/survey_responses/umbrella-review-11827832)"** **Rating:** 5.0/5.0 stars *— Shaik c.* [Read full review](https://www.g2.com/survey_responses/umbrella-review-11827832) --- **"[Fast Problem Detection, But Alert Overload Needs Tweaking](https://www.g2.com/survey_responses/umbrella-review-11897718)"** **Rating:** 5.0/5.0 stars *— Nishant S.* [Read full review](https://www.g2.com/survey_responses/umbrella-review-11897718) --- #### What Are G2 Users Discussing About Umbrella? - [Where is Anodot located?](https://www.g2.com/discussions/where-is-anodot-located) - [What is anomaly detection used for?](https://www.g2.com/discussions/what-is-anomaly-detection-used-for) - [How much does Anodot cost?](https://www.g2.com/discussions/how-much-does-anodot-cost) - [What does Anodot do?](https://www.g2.com/discussions/what-does-anodot-do) ### 10. [Tenacity](https://www.g2.com/products/tenacity/reviews) Tenacity is a Cloud Cost Optimization and Management platform that maximizes public cloud discounts and savings opportunities, eliminates billing surprises, and helps organizations allocate their costs for greater transparency and bill-back accuracy. Tenacity is completely agentless and deploys in just a few minutes. Our current pricing, Free Assessment, and 7-day free trial are available at our website: https://www.tenacitycloud.com/ **Average Rating:** 4.8/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Tenacity?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 7.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Tenacity?** - **Seller:** [Tenacity](https://www.g2.com/sellers/tenacity) - **Year Founded:** 2020 - **HQ Location:** Ann Arbor, US - **Twitter:** @tenacitycloud (46 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tenacitycloud (15 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Small-Business, 27% Mid-Market #### What Are Recent G2 Reviews of Tenacity? **"[Tenacity helps to drive the product cost](https://www.g2.com/survey_responses/tenacity-review-5310807)"** **Rating:** 5.0/5.0 stars *— Michal V.* [Read full review](https://www.g2.com/survey_responses/tenacity-review-5310807) --- **"[Amazon Cloud Platform Cost management and Cloud compliance management with Tenacity](https://www.g2.com/survey_responses/tenacity-review-5380073)"** **Rating:** 4.5/5.0 stars *— Shreya B.* [Read full review](https://www.g2.com/survey_responses/tenacity-review-5380073) --- #### What Are G2 Users Discussing About Tenacity? - [What is Tenacity used for?](https://www.g2.com/discussions/what-is-tenacity-used-for) ### 11. [Lightrun](https://www.g2.com/products/lightrun-lightrun/reviews) Named 2021 Gartner Cool Vendor, Lightrun builds an IDE-native observability & debugging platform that enables developers to securely add logs, metrics and traces to production and staging environments in real time, on demand. No hotfixes, redeployments or restarts required. Developers use Lightrun for multiple code-level observability needs, including: \* Code-level alerts (Java, Node.js, Python, .NET) \* Feature verification \* Testing / debugging in production \* Troubleshooting cloud native apps, Serverless, and more \* Log optimization capabilities through a Log Optimizer(TM) By eliminating the need to reproduce bugs locally or issue a new software version for adding new logs or metrics to troubleshoot production issues, Lightrun's customers consistently reduce their MTTR by up to 50-60% and significantly improve development productivity. Issues that used to take 1-2 weeks to mitigate now take our customers on average less than an hour to solve. Lightrun empowers our customers' developers by eliminating the need for costly developer lifecycle operations like reproducing locally, or issuing a new software version just for adding new logs or metrics. Our customers, running petabyte-scale workloads with QPS in the high 100Ks across thousands of production servers, include companies that reach 44.5% of the internet's population and major, publicly-traded cybersecurity companies. **Average Rating:** 4.8/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Lightrun?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.3/10) **Who Is the Company Behind Lightrun?** - **Seller:** [Lightrun](https://www.g2.com/sellers/lightrun) - **Year Founded:** 2019 - **HQ Location:** Tel Aviv, IL - **Twitter:** @Lightruntech (282 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lightruntech/ (90 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 28% Enterprise #### What Are Lightrun's Pros and Cons? **Pros:** - Easy Integrations (10 reviews) - IDE Integration (9 reviews) - Ease of Use (7 reviews) - Performance Optimization (7 reviews) - Time-Saving (7 reviews) **Cons:** - Improvements Needed (5 reviews) - Poor UI Design (5 reviews) - UX Improvement (5 reviews) - Learning Curve (4 reviews) - Poor UI (4 reviews) ### What Do G2 Reviewers Say About Lightrun? *AI-generated summary from verified user reviews* **Pros:** - Users value Lightrun for its **easy integrations** , enhancing real-time debugging and streamlining workflows effortlessly. - Users value the **IDE integration** of Lightrun, enhancing real-time debugging efficiency in production environments. - Users find Lightrun's **ease of use** exceptional, greatly enhancing their debugging and troubleshooting experiences. - Users commend Lightrun for its **performance optimization** , enabling efficient real-time debugging directly in production environments. - Users value the **time-saving capabilities** of Lightrun, enabling quick troubleshooting and reducing debugging complexity. **Cons:** - Users seek **improvements in deployment options and UI** for a more efficient and user-friendly experience with Lightrun. - Users feel the **UI design is lacking** , suggesting that improvements could enhance their overall experience with Lightrun. - Users note that while there are **UI improvement opportunities** in Lightrun, the overall experience continues to progress positively. - Users find the **learning curve steep** , particularly due to the IDE plugin difficulties and compiler limitations. - Users note that the **UI needs improvement** , suggesting enhancements for a better experience across platforms. #### What Are Recent G2 Reviews of Lightrun? **"[Amazing product saved the customer two months of waiting](https://www.g2.com/survey_responses/lightrun-review-11698457)"** **Rating:** 5.0/5.0 stars *— Verified User in Program Development* [Read full review](https://www.g2.com/survey_responses/lightrun-review-11698457) --- **"[Effortless Production Debugging with Root Cause Precision](https://www.g2.com/survey_responses/lightrun-review-12211888)"** **Rating:** 4.5/5.0 stars *— Ranjit S.* [Read full review](https://www.g2.com/survey_responses/lightrun-review-12211888) --- #### What Are G2 Users Discussing About Lightrun? - [What is Lightrun used for?](https://www.g2.com/discussions/what-is-lightrun-used-for) - 5 upvotes ### 12. [Espresso AI](https://www.g2.com/products/espresso-ai/reviews) Espresso AI is an advanced artificial intelligence platform designed to optimize cloud data warehouse operations, particularly for Snowflake and Databricks users. By leveraging state-of-the-art machine learning models, Espresso AI automates performance engineering tasks, enabling organizations to achieve significant cost savings—up to 70%—while enhancing system efficiency. The platform operates autonomously, continuously monitoring and optimizing data warehouse performance without requiring manual intervention. Key Features and Functionality: - Autoscaling Agent: Analyzes workload patterns to predict and adjust resource allocation in real-time, minimizing idle time and improving utilization by over 25%. - Scheduling Agent: Dynamically reroutes queries to underutilized warehouses, reducing idle time below 10% and ensuring optimal resource usage without compromising performance. - Query Agent: Utilizes large language models to optimize SQL queries on-the-fly, automating improvements that traditionally required expert intervention, with formal verification to ensure accuracy. - Fully Automated Operation: Functions autonomously, akin to having a team of expert database administrators working around the clock to monitor and optimize data warehouse performance. - Rapid Deployment: Simple setup process that can be completed in approximately ten minutes, allowing organizations to quickly realize cost savings and performance enhancements. Primary Value and Problem Solved: Espresso AI addresses the escalating costs and operational complexities associated with managing cloud data warehouses. By automating critical performance engineering tasks, the platform enables organizations to: - Achieve Significant Cost Savings: Reduce expenses related to Snowflake and Databricks operations by up to 70%, allowing for more efficient budget allocation. - Enhance System Performance: Optimize resource utilization and query execution, leading to faster data processing and improved overall system efficiency. - Reduce Manual Workload: Eliminate the need for extensive manual monitoring and optimization, freeing up engineering resources to focus on strategic initiatives. By integrating Espresso AI, organizations can effectively manage their data warehouse operations, ensuring optimal performance and cost-effectiveness in an increasingly data-driven landscape. **Average Rating:** 4.5/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Espresso AI?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.3/10) **Who Is the Company Behind Espresso AI?** - **Seller:** [Espresso AI](https://www.g2.com/sellers/espresso-ai) - **Year Founded:** 2023 - **HQ Location:** , - **LinkedIn® Page:** https://www.linkedin.com/company/espresso-ai/ (21 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 47% Small-Business, 33% Enterprise #### What Are Espresso AI's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Accuracy (4 reviews) - Setup Ease (4 reviews) - Affordable (3 reviews) - Features (3 reviews) **Cons:** - Complexity (3 reviews) - Data Privacy (2 reviews) - Expensive (2 reviews) - Dependency Issues (1 reviews) - High Complexity (1 reviews) ### What Do G2 Reviewers Say About Espresso AI? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Espresso AI, valuing its user-friendly and automated interface for enhanced productivity. - Users praise Espresso AI for its **precise accuracy** in targeting UI elements and enhancing decision-making efficiency. - Users love the **easy setup** of Espresso AI, appreciating the minimal maintenance needed for effective use. - Users value the **affordability** of Espresso AI, noting significant savings and minimal maintenance requirements. - Users benefit from the **powerful automation** capabilities of Espresso AI, improving decision-making and efficiency significantly. **Cons:** - Users find the **complexity of integration** and UI challenging, making it difficult for beginners to navigate Espresso AI. - Users find the **live view challenging** with specific file types, impacting usability and efficiency. - Users find the **cost of Espresso AI** to be high, suggesting there are cheaper alternatives available. - Users face challenges due to **dependency on data quality** and the complexity of integration with existing systems. - Users find the **UI complex** , which can be challenging for beginners despite its detailed error insights. #### What Are Recent G2 Reviews of Espresso AI? **"[Detailed error logs for android](https://www.g2.com/survey_responses/espresso-ai-review-10557965)"** **Rating:** 4.5/5.0 stars *— Rohit M.* [Read full review](https://www.g2.com/survey_responses/espresso-ai-review-10557965) --- **"[Finally, a Solution to Our Snowflake Cost Problem](https://www.g2.com/survey_responses/espresso-ai-review-11439694)"** **Rating:** 4.5/5.0 stars *— Shubham V.* [Read full review](https://www.g2.com/survey_responses/espresso-ai-review-11439694) --- ### 13. [CloudCheckr CMx](https://www.g2.com/products/cloudcheckr-cmx/reviews) The CloudCheckr Cloud Management Platform (CMP) offers a single pane of glass view to help modern enterprises manage and optimize their public cloud. DevOps, SecOps, and FinOps teams from hundreds of global enterprises and service providers rely on CloudCheckr to manage their Azure, AWS, and Google Cloud investments so they can quickly optimize spend, eliminate waste, and improve security and compliance throughout their cloud journey. CloudCheckr enables users to save money, time, and effort to increase operational efficiencies with automated actions for your cloud. Manage your expenses with cost allocation, spend optimization, invoicing and chargebacks. Use custom reports and alerts ensure governance and accountability as your environments scale. The CloudCheckr CMP provides total visibility across your cloud infrastructure and enables protection for state and activity monitoring, turning insight to action while meeting compliance demands. Manage your assets with cross-account dashboards that provide sophisticated reporting for enterprise-wide inventory based on tags, geography, function and more to proactively optimize workloads. Review summary and detailed usage statistics for resources across AWS, Azure, and Google Cloud, offering actionable intelligence to right-size and scale services efficiently. **Average Rating:** 4.0/5.0 **Total Reviews:** 12 **How Do G2 Users Rate CloudCheckr CMx?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.3/10) - **Automation:** 6.7/10 (Category avg: 8.5/10) - **Reporting:** 7.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.3/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudCheckr CMx?** - **Seller:** [CloudCheckr](https://www.g2.com/sellers/cloudcheckr) - **Year Founded:** 2011 - **HQ Location:** Rochester, NY - **Twitter:** @cloudcheckr (2,118 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudcheckr/ (33 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 50% Small-Business, 42% Mid-Market #### What Are CloudCheckr CMx's Pros and Cons? **Pros:** - Comprehensive Solutions (1 reviews) - Customer Success (1 reviews) - Customer Support (1 reviews) - Documentation (1 reviews) - Ease of Use (1 reviews) **Cons:** - Cost Management (1 reviews) - Expensive (1 reviews) - Improvement Needed (1 reviews) - Limited Options (1 reviews) - Missing Features (1 reviews) ### What Do G2 Reviewers Say About CloudCheckr CMx? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **comprehensive solutions** of CloudCheckr CMx, enhanced by excellent support and user-friendly documentation. - Users value the **ease of use and supportive customer success** of CloudCheckr CMx, enhancing their overall experience. - Users appreciate the **excellent customer support** from CloudCheckr CMx, which significantly enhances the setup experience. - Users appreciate the **comprehensive documentation** of CloudCheckr CMx, which enhances their ability to explore features effortlessly. - Users enjoy the **ease of use** of CloudCheckr CMx, thanks to its friendly interface and helpful documentation. **Cons:** - Users find **limited optimization opportunities** in CloudCheckr CMx, lacking features beyond EC2 rightsizing and RI recommendations. - Users find the **expensive pricing** of CloudCheckr CMx unjustified due to limited optimization opportunities and features. - Users feel there is a lack of **optimization opportunities** beyond basic recommendations, hindering overall effectiveness. - Users feel there are **limited optimization options** in CloudCheckr CMx, primarily focused on EC2 and RI recommendations. - Users find **missing features** in CloudCheckr CMx, particularly a lack of optimization opportunities beyond EC2 rightsizing and RI recommendations. #### What Are Recent G2 Reviews of CloudCheckr CMx? **"[Syncing files across devices made easy.](https://www.g2.com/survey_responses/cloudcheckr-cmx-review-8593807)"** **Rating:** 5.0/5.0 stars *— Jerry Michael V.* [Read full review](https://www.g2.com/survey_responses/cloudcheckr-cmx-review-8593807) --- **"[Cloud Managment](https://www.g2.com/survey_responses/cloudcheckr-cmx-review-8232687)"** **Rating:** 5.0/5.0 stars *— Yusuf Mustafa K.* [Read full review](https://www.g2.com/survey_responses/cloudcheckr-cmx-review-8232687) --- ### 14. [CloudYali](https://www.g2.com/products/cloudyali/reviews) CloudYali is a cloud FinOps platform that helps engineering, finance, and FinOps teams monitor cloud costs and systematically implement savings recommendations across AWS, GCP, Azure, CDN providers, and AI services like OpenAI and Anthropic. Most cloud cost management tools focus on cost visibility — showing teams where money is being spent and where waste exists. CloudYali covers that ground but extends further into the implementation layer, addressing the gap between identifying savings opportunities and getting engineers to act on them. Industry data shows the average cloud savings recommendation takes 31 days to implement, and fewer than half ever get done. CloudYali is built to compress that timeline by enriching recommendations with the context engineers need to take action confidently. Key features and capabilities include: Multi-cloud cost visibility across AWS, GCP, Azure, CDN providers (Fastly), and AI API services (OpenAI, Anthropic), with real-time dashboards, cost allocation, and anomaly detection that surfaces unexpected spend spikes. Contextualized recommendations that go beyond flagging underutilized resources. Each recommendation is enriched with resource ownership, activity verification through CloudTrail data, utilization metrics with peak and trough patterns, and effort-vs-savings scoring so engineers can evaluate and act in minutes rather than hours. Workflow integration with Jira and Slack that routes recommendations to the right engineer with full context, eliminating the manual triage step where most savings opportunities stall. Implementation tracking and realized savings measurement that lets FinOps teams track every recommendation from identification through completion, and verify that projected savings actually materialized in the cloud bill. Team scorecards and executive reporting that give engineering managers visibility into their team's optimization progress, and give CFOs and finance leaders a clear line of sight into cloud cost efficiency, savings realized, and ROI on optimization efforts. CloudYali is designed for mid-market organizations. The primary users are FinOps practitioners who need to drive measurable savings outcomes, platform engineering leads who need cost optimization integrated into existing developer workflows, CFOs and finance leaders who need visibility into cloud spend efficiency and savings realization, and engineering leaders who need to track ROI on optimization efforts. Common use cases include identifying and eliminating idle cloud resources, rightsizing over-provisioned instances, improving reserved instance and savings plan coverage, cleaning up orphaned storage volumes, scheduling non-production environment shutdowns, and tracking AI API costs. The platform is available with a free tier for cost visibility, with paid tiers adding the action and implementation tracking capabilities. **Average Rating:** 4.4/5.0 **Total Reviews:** 9 **How Do G2 Users Rate CloudYali?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.3/10) - **Automation:** 4.5/10 (Category avg: 8.5/10) - **Reporting:** 8.8/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.4/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudYali?** - **Seller:** [CloudYali.io](https://www.g2.com/sellers/cloudyali-io) - **Year Founded:** 2023 - **HQ Location:** Pune, IN - **LinkedIn® Page:** https://www.linkedin.com/company/cloudyali/ (3 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 56% Mid-Market, 33% Small-Business #### What Are CloudYali's Pros and Cons? **Pros:** - Cost Tracking (7 reviews) - Reporting (6 reviews) - Cost Management (5 reviews) - Cost Reduction (5 reviews) - Dashboards (5 reviews) **Cons:** - Cost Management (3 reviews) - Integration Issues (3 reviews) - Azure Integration (2 reviews) - Compatibility Issues (2 reviews) - Limited Cloud Integration (2 reviews) ### What Do G2 Reviewers Say About CloudYali? *AI-generated summary from verified user reviews* **Pros:** - Users value the **excellent cost tracking** of CloudYali, enabling effective resource management and saving substantial time and money. - Users appreciate the **outstanding reporting features** of CloudYali, significantly enhancing visibility into AWS costs and resource usage. - Users laud **outstanding cost management** with CloudYali, enabling clear visibility and control over AWS spending and budgets. - Users highly value the **cost reduction features** of CloudYali, enabling efficient spending management and significant savings. - Users love the **clean and intuitive dashboards** of CloudYali, enhancing visibility and cost management across AWS accounts. **Cons:** - Users express concerns about **limited cost visibility** and lack of integration for alerts, affecting timely decision-making. - Users express frustration over **integration issues** , particularly the lack of MS Teams and Azure support affecting efficiency. - Users are frustrated by the **lack of Azure support** , restricting CloudYali's multi-cloud capabilities and integration options. - Users find **compatibility issues** due to lack of MS Teams integration and limited Azure visibility, impacting usability. - Users express frustration over **limited cloud integration** , particularly with MS Teams and Slack, impacting workflow efficiency. #### What Are Recent G2 Reviews of CloudYali? **"[Visibility into our cloud spending](https://www.g2.com/survey_responses/cloudyali-review-11218103)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/cloudyali-review-11218103) --- **"[VISIBILITY IN OUR AWS COST](https://www.g2.com/survey_responses/cloudyali-review-11165395)"** **Rating:** 4.5/5.0 stars *— Ajay P.* [Read full review](https://www.g2.com/survey_responses/cloudyali-review-11165395) --- ### 15. [OneLens](https://www.g2.com/products/onelens/reviews) OneLens is a cloud cost optimization and governance platform. OneLens analyzes your cloud setup with a comprehensive policy engine, identifies cost leaks & inefficiencies in your cloud, provides clear, actionable recommendations to fix them and reduce cloud expenses. Set up takes minutes, and cost-saving opportunities are visible within 24 hours, enabling teams to manage cloud costs effectively and streamline their operations. For more information about OneLens, visit https://www.astuto.ai **Average Rating:** 4.7/5.0 **Total Reviews:** 9 **How Do G2 Users Rate OneLens?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.3/10) - **Automation:** 9.0/10 (Category avg: 8.5/10) - **Reporting:** 8.8/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind OneLens?** - **Seller:** [Astuto Technologies](https://www.g2.com/sellers/astuto-technologies) - **Year Founded:** 2023 - **HQ Location:** Bengaluru, IN - **Twitter:** @astuto_ai (49 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/astuto-cloud/ (47 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 56% Mid-Market, 22% Enterprise #### What Are OneLens's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Recommendations (3 reviews) - Cost Saving (2 reviews) - Dashboards (2 reviews) - Insights (2 reviews) **Cons:** - AWS Limitations (1 reviews) - Azure Integration (1 reviews) - Complexity (1 reviews) - Lack of GCP Support (1 reviews) - Limited Cloud Integration (1 reviews) ### What Do G2 Reviewers Say About OneLens? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **excellent support team** of OneLens for their quick and helpful responses whenever needed. - Users appreciate the **clear visibility and actionable insights** of OneLens, enhancing cost management and optimization opportunities. - Users benefit from the **20% additional cost optimizations** achieved with OneLens, simplifying their expense management significantly. - Users praise the **easy-to-use dashboards** of OneLens, providing clear insights and actionable steps for effective management. - Users value the **clear visibility into cloud expenses** , facilitating cost-saving opportunities and effective anomaly detection effortlessly. **Cons:** - Users find the **single-cloud limitation** of OneLens restrictive, as it is solely compatible with AWS. - Users note the **lack of support for Azure** integration, though improvements are reportedly in progress. - Users find the **complexity of optimisation suggestions** can slow down decision-making in intricate environments. - Users note the **lack of GCP support** , limiting OneLens to AWS and restricting multi-cloud functionality. - Users express frustration with the **limited cloud integration** of OneLens, as it only supports AWS. #### What Are Recent G2 Reviews of OneLens? **"[Simple and effective cloud cost visibility tool](https://www.g2.com/survey_responses/onelens-review-12184477)"** **Rating:** 4.5/5.0 stars *— Verified User in Real Estate* [Read full review](https://www.g2.com/survey_responses/onelens-review-12184477) --- **"[OneLens Makes Cloud Cost Optimization Easy with Clear, Actionable Insights](https://www.g2.com/survey_responses/onelens-review-12771422)"** **Rating:** 5.0/5.0 stars *— Aniket D.* [Read full review](https://www.g2.com/survey_responses/onelens-review-12771422) --- ### 16. [CloudWize](https://www.g2.com/products/cloudwize-cloudwize/reviews) CloudWize is a no-code Cloud Security Center of Excellence that gives you maximum cloud compliance & security. Get 360° Protection from Architecture Design to Runtime. CludWize enforces cloud regulations with over 1K rules running continuously, scans your cloud vulnerabilities, and remediates them automatically. With our unique investigation graph engine, you can detect and fix cloud issues in minutes instead of days and weeks. This holistic solution offers a blackbox web app penetration test, evolved IAM (identity access management), IaC (infrastructure as code) risk scanning, Data Security Posture Management, and more. Why deal with many tools when you can have everything in one place? CNAPP + WAAP + KSPM – CSPM + CWPP + CIEM + CASB + DSPM + CNSP = CloudWize (CSCoE) **Average Rating:** 4.7/5.0 **Total Reviews:** 11 **How Do G2 Users Rate CloudWize?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudWize?** - **Seller:** [CloudWize](https://www.g2.com/sellers/cloudwize) - **Year Founded:** 2019 - **HQ Location:** Netanya, IL - **Twitter:** @cloud_wize (94 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudwize-io/about (4 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 33% Mid-Market #### What Are CloudWize's Pros and Cons? **Pros:** - Security (7 reviews) - Ease of Use (6 reviews) - Cloud Integration (5 reviews) - Cloud Management (5 reviews) - Cloud Services (5 reviews) **Cons:** - Complex Implementation (1 reviews) - Complex Setup (1 reviews) - Customization Difficulty (1 reviews) - Difficult Navigation (1 reviews) - Excessive Customization (1 reviews) ### What Do G2 Reviewers Say About CloudWize? *AI-generated summary from verified user reviews* **Pros:** - Users value the **exceptional security features** of CloudWize, enabling total control and proactive vulnerability management. - Users find CloudWize's **ease of use** invaluable, enjoying intuitive features and excellent customer support for optimal security management. - Users value the **integrated cloud security** of CloudWize, enhancing threat detection and response across environments. - Users value the **effective cloud management** features of CloudWize, enhancing security and control over their systems. - Users appreciate the **credible security features** of CloudWize, enabling companies to maintain absolute control over their systems. **Cons:** - Users find the **complex implementation** of CloudWize challenging, often needing templates for assistance during setup. - Users find the **complex setup** of CloudWize challenging, often requiring templates for proper implementation and guidance. - Users find the **customization difficulty** in CloudWize limits their ability to fully tailor the platform to their needs. - Users find the **difficult navigation** in CloudWize occasionally hinders their overall experience despite its positive aspects. - Users note that **excessive customization** options can complicate the user experience beyond what is necessary for effective use. #### What Are Recent G2 Reviews of CloudWize? **"[The quick-witted and compliance data security platform for cloud management](https://www.g2.com/survey_responses/cloudwize-review-9119208)"** **Rating:** 4.5/5.0 stars *— ravella l.* [Read full review](https://www.g2.com/survey_responses/cloudwize-review-9119208) --- **"[The Consistent and Affirmative Platform for Cloud Management and Operations SupportTh](https://www.g2.com/survey_responses/cloudwize-review-9111779)"** **Rating:** 4.5/5.0 stars *— Yadira J.* [Read full review](https://www.g2.com/survey_responses/cloudwize-review-9111779) --- ### 17. [Opslyft](https://www.g2.com/products/opslyft/reviews) Opslyft is an AI-powered cloud cost intelligence and FinOps platform that helps companies see, control, and optimize cloud spend with real business context. Headquartered in San Francisco, Opslyft turns complex multi-cloud bills into clear, actionable insights so engineering and finance teams can cut waste fast and keep innovation profitable. Opslyft is built for modern cloud environments and delivers context-led optimization. Instead of simply saying "save money here", Opslyft understands the purpose and criticality of each workload before recommending changes. With its Cloud CMDB and workload signals, Opslyft identifies safe opportunities to rightsize resources, eliminate idle infrastructure, and improve efficiency without impacting performance. Opslyft provides accurate visibility and allocation even when costs span multiple teams, accounts, or shared services. It reconstructs and auto-splits spend using business and usage data, enabling cost allocation without perfect tagging. This simplifies showback and chargeback, improves budgeting processes, and helps teams understand cloud unit economics. Opslyft brings proactive control to cloud cost management with real-time anomaly detection, root-cause insights, and automated workflows that route savings tasks to the right owners. The platform detects cost spikes early, explains why they happened, and helps teams fix them quickly With unified support for AWS, Azure, GCP, OCI, Kubernetes, and data platforms such as Snowflake, Opslyft delivers a single, holistic view of all cloud and SaaS spend. Trusted by companies including Freshworks, Innovaccer, Safe Security, Xactly, and Disprz, Opslyft helps fast-growing teams reduce cloud waste, align engineering with finance, and make better product and go-to-market decisions based on accurate cost data. **Average Rating:** 4.9/5.0 **Total Reviews:** 8 **How Do G2 Users Rate Opslyft?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 7.0/10 (Category avg: 8.5/10) - **Reporting:** 9.4/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Opslyft?** - **Seller:** [Opslyft](https://www.g2.com/sellers/opslyft) - **Year Founded:** 2019 - **HQ Location:** San Francisco, CA - **Twitter:** @OpsLyft (48 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/opslyft **Who Uses This Product?** - **Company Size:** 63% Enterprise, 38% Mid-Market #### What Are Opslyft's Pros and Cons? **Pros:** - Cloud Services (3 reviews) - Collaboration (3 reviews) - Team Expertise (3 reviews) - Cost Saving (2 reviews) - Customer Support (2 reviews) **Cons:** - Poor UI Design (1 reviews) ### What Do G2 Reviewers Say About Opslyft? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **unified multi-cloud cost visibility** provided by OpsLyft, enabling informed decision-making and optimized spending. - Users value the **collaborative support** from Opslyft's team, enhancing cloud management efficiency and partnership. - Users commend Opslyft for their **exceptional team expertise** , ensuring efficient resolutions and optimized cloud operations through collaboration. - Users benefit from **significant cost savings** thanks to comprehensive insights and analytics provided by Opslyft's platform. - Users commend Opslyft for its **exceptional customer support** , with a responsive team dedicated to user success and feedback. **Cons:** - Users experience **minor UI glitches** in OpsLyft, indicating a need for improvements in design and functionality. #### What Are Recent G2 Reviews of Opslyft? **"[Very good product complemented by an excellent service team](https://www.g2.com/survey_responses/opslyft-review-11014503)"** **Rating:** 5.0/5.0 stars *— Subbu V.* [Read full review](https://www.g2.com/survey_responses/opslyft-review-11014503) --- **"[OpsLyft has been instrumental in helping us gain control over our cloud costs across providers](https://www.g2.com/survey_responses/opslyft-review-11010663)"** **Rating:** 5.0/5.0 stars *— Bill B.* [Read full review](https://www.g2.com/survey_responses/opslyft-review-11010663) --- ### 18. [OpsRamp](https://www.g2.com/products/opsramp/reviews) OpsRamp’s modern, SaaS-based platform provides enterprise IT teams and managed service providers comprehensive IT operations management (ITOM) from discovery to monitoring to remediation and automation in a single, unified solution. **Average Rating:** 4.1/5.0 **Total Reviews:** 22 **How Do G2 Users Rate OpsRamp?** - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind OpsRamp?** - **Seller:** [OpsRamp](https://www.g2.com/sellers/opsramp) - **Year Founded:** 2014 - **HQ Location:** San Jose, CA - **Twitter:** @OpsRamp (1,451 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/opsramp/ (156 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 54% Enterprise, 29% Mid-Market #### What Are OpsRamp's Pros and Cons? **Pros:** - Customer Satisfaction (1 reviews) - Customer Support (1 reviews) - Customizability (1 reviews) - Dashboard Quality (1 reviews) - Ease of Use (1 reviews) **Cons:** - Expensive (1 reviews) - High Licensing Cost (1 reviews) - Pricing Issues (1 reviews) - Slow Performance (1 reviews) ### What Do G2 Reviewers Say About OpsRamp? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **outstanding customer support** of OpsRamp, ensuring their queries are promptly addressed. - Users praise the **outstanding customer support** offered by OpsRamp, ensuring assistance with any tool-related queries. - Users value the **customizability** of OpsRamp, allowing tailored integration with various ITOM and ITSM tools seamlessly. - Users value the **user-friendly dashboard** of OpsRamp, enhancing ease of discovery and monitoring for infrastructure. - Users appreciate the **user-friendly interface** of OpsRamp, enabling easy discovery and monitoring without difficulty. **Cons:** - Users find OpsRamp **expensive** , especially for smaller organizations when compared to alternative solutions. - Users feel the **high licensing cost** of OpsRamp is particularly burdensome for smaller organizations compared to alternatives. - Users find that the **pricing may be high for smaller organizations** , especially when compared to other alternatives. - Users experience **slow performance** in dashboards when retrieving data, especially in larger environments. #### What Are Recent G2 Reviews of OpsRamp? **"[OpsRamp - Modernize Your IT Operations](https://www.g2.com/survey_responses/opsramp-review-10657405)"** **Rating:** 5.0/5.0 stars *— B Venkata Sai Ram P.* [Read full review](https://www.g2.com/survey_responses/opsramp-review-10657405) --- **"[Unified Observability and Automation That Streamlines IT Operations](https://www.g2.com/survey_responses/opsramp-review-12985367)"** **Rating:** 4.5/5.0 stars *— Ambuj P.* [Read full review](https://www.g2.com/survey_responses/opsramp-review-12985367) --- #### What Are G2 Users Discussing About OpsRamp? - [What is OpsRamp used for?](https://www.g2.com/discussions/what-is-opsramp-used-for) ### 19. [Seemore Data](https://www.g2.com/products/seemore-data/reviews) Seemore Data is an autonomous data efficiency platform purpose-built for Snowflake cost optimization and end-to-end data warehouse optimization. It uses a context-aware AI agent to continuously analyze, explain, and optimize cost, performance, and usage across Snowflake and the modern data stack. Unlike passive dashboards, Seemore acts as an autonomous agent, automatically right-sizing warehouses, eliminating idle compute, and preventing cost anomalies before they escalate. With deep lineage and business context, teams can trace every dollar spent back to queries, pipelines, dashboards, and owners. The result: predictable Snowflake spend, faster performance, and data teams that scale impact without adding headcount. **Average Rating:** 4.5/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Seemore Data?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 8.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Seemore Data?** - **Seller:** [Seemore Data](https://www.g2.com/sellers/seemore-data) - **Year Founded:** 2023 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/seemore-data/ (18 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 62% Mid-Market, 23% Enterprise #### What Are Seemore Data's Pros and Cons? **Pros:** - Customer Support (4 reviews) - Ease of Use (4 reviews) - Cost-Effective (3 reviews) - Insights (3 reviews) - Automation (2 reviews) **Cons:** - Lineage Limitations (4 reviews) - Data Inaccuracy (2 reviews) - Data Lineage Issues (2 reviews) - Data Management (2 reviews) - Poor User Experience (2 reviews) ### What Do G2 Reviewers Say About Seemore Data? *AI-generated summary from verified user reviews* **Pros:** - Users value the **responsive customer support** of Seemore Data, rapidly implementing feedback and evolving the platform's features. - Users love the **ease of use** of Seemore Data, benefiting from quick feature implementations and excellent customer support. - Users value the **cost-effective solution** of Seemore Data, benefiting from significant savings and efficient features. - Users appreciate the **automation and visualization capabilities** of Seemore Data, significantly enhancing data management efficiency. - Users value the **responsive automation** of Seemore Data, enhancing functionality and reducing operational costs effectively. **Cons:** - Users find **lineage limitations** to be burdensome, complicating data sharing and real-time collaboration with colleagues. - Users find **data inaccuracy issues** in Seemore Data, affecting functionality and data governance negatively. - Users find the **data lineage issues** cumbersome, complicating real-time collaboration and report sharing among colleagues. - Users find the **data sharing process burdensome** , especially due to awkward manual exports and lack of governance features. - Users find the **user interface not intuitive** , making the helpful Lineage feature challenging to use effectively. #### What Are Recent G2 Reviews of Seemore Data? **"[Helpful End-to-End Data Visibility with Responsive Seemore Data Support](https://www.g2.com/survey_responses/seemore-data-review-12235103)"** **Rating:** 4.5/5.0 stars *— John H.* [Read full review](https://www.g2.com/survey_responses/seemore-data-review-12235103) --- **"[Strong cost savings and lineage, fast-moving product](https://www.g2.com/survey_responses/seemore-data-review-12329815)"** **Rating:** 5.0/5.0 stars *— Zach B.* [Read full review](https://www.g2.com/survey_responses/seemore-data-review-12329815) --- ### 20. [Umbrelly](https://www.g2.com/products/umbrelly/reviews) Umbrelly delivers cloud savings with no commitments in just a few clicks. No infrastructure changes. No engineering work. 🌥 Easy onboarding: Integrate seamlessly without changing your infrastructure or stopping instances. 🌥 Secure setup: Umbrelly gets read-only access, ensuring your data and instances stay private. 🌥 Ultimate flexibility: No commitments, adjust capacity on the go, while Umbrelly handles cost optimization. 🌥 Optimized budget: Always get the lowest rates, freeing up your cloud budget for technology innovation. **Average Rating:** 5.0/5.0 **Total Reviews:** 8 **How Do G2 Users Rate Umbrelly?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 9.6/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.6/10 (Category avg: 8.9/10) **Who Is the Company Behind Umbrelly?** - **Seller:** [Umbrelly](https://www.g2.com/sellers/umbrelly) - **Year Founded:** 2022 - **HQ Location:** Dover, US - **LinkedIn® Page:** https://www.linkedin.com/company/umbrelly-cloud/ (90 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Umbrelly's Pros and Cons? **Pros:** - Cost Saving (4 reviews) - Ease of Use (4 reviews) - Cost Reduction (3 reviews) - Implementation Ease (3 reviews) - Savings (3 reviews) **Cons:** - Azure Integration (1 reviews) - Lack of GCP Support (1 reviews) - Limited Cloud Integration (1 reviews) - Pricing Issues (1 reviews) ### What Do G2 Reviewers Say About Umbrelly? *AI-generated summary from verified user reviews* **Pros:** - Users find that Umbrelly offers **simple cost savings** on AWS bills with an easy implementation process. - Users find Umbrelly's **ease of use** exceptional, facilitating quick implementation and immediate savings on AWS costs. - Users value the **cost reduction** offered by Umbrelly, achieving immediate savings with minimal effort and flexible resource management. - Users find the **implementation ease** of Umbrelly remarkable, enabling quick savings with minimal infrastructure changes. - Users value the **simplicity of saving** on AWS bills with Umbrelly, enjoying quick and easy implementation. **Cons:** - Users find the **limited focus on AWS** restricts multi-cloud capabilities, urging support for Azure and Google Cloud. - Users criticize the **lack of GCP support** , limiting Umbrelly's functionality for those utilizing multi-cloud strategies. - Users note the **limited cloud integration** of Umbrelly, which hinders multi-cloud strategies and flexibility. - Users find the **pricing issues** of Umbrelly to be initially unclear, leading to confusion about costs. #### What Are Recent G2 Reviews of Umbrelly? **"[Effortless AWS savings with no setup hassle](https://www.g2.com/survey_responses/umbrelly-review-10514578)"** **Rating:** 5.0/5.0 stars *— Alex .* [Read full review](https://www.g2.com/survey_responses/umbrelly-review-10514578) --- **"[Most flexible AWS cost saving](https://www.g2.com/survey_responses/umbrelly-review-10514958)"** **Rating:** 5.0/5.0 stars *— Oleg L.* [Read full review](https://www.g2.com/survey_responses/umbrelly-review-10514958) --- ### 21. [Holori](https://www.g2.com/products/holori/reviews) Holori is an infrastructure visibility and cost optimization platform that works with major cloud providers such as AWS, Azure, GCP, Oracle… With Holori, you can seamlessly navigate between diagrams and intuitive dashboards, gaining a complete view of your costs and underlying infrastructure. It takes only 5 min to get started ! - Centralize your cloud cost from multiple providers - Build comprehensive costs reports - Optimize your cost with recommendations - Virtual tagging to track and allocate your costs regardless of the providers - Understand your cloud environment with powerful infrastructure diagrams - Monitor infrastructure changes - Automate infrastructure documentation - Design and estimate the cost of your future infrastructure **Average Rating:** 4.6/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Holori?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 6.9/10 (Category avg: 8.5/10) - **Reporting:** 8.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Holori?** - **Seller:** [Holori](https://www.g2.com/sellers/holori) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Mid-Market, 29% Enterprise #### What Are Holori's Pros and Cons? **Pros:** - Cost Management (4 reviews) - Ease of Use (3 reviews) - Cost Saving (2 reviews) - Data Centralization (2 reviews) - Discounts (2 reviews) **Cons:** - Slow Performance (2 reviews) - Inefficient Alert System (1 reviews) - Missing Features (1 reviews) - Poor Documentation (1 reviews) - Software Bugs (1 reviews) ### What Do G2 Reviewers Say About Holori? *AI-generated summary from verified user reviews* **Pros:** - Users find Holori's **cost management capabilities** invaluable for tracking expenses across multiple cloud providers effortlessly. - Users find Holori's **ease of use** remarkable, simplifying integration and providing clear visualizations for cost management. - Users value Holori for its **cost-saving capabilities** , streamlining the management and allocation of their expenditures effectively. - Users value the **data centralization** of Holori, simplifying cloud cost tracking across multiple providers. - Users find great value in **discounts** offered by Holori, enhancing their experience and savings with cloud cost tracking. **Cons:** - Users experience **slow performance** while loading diagrams and generating documentation, impacting their overall efficiency. - Users experience **inefficient alert system** with delays in diagram loading and anticipation for the alerting feature. - Users note some **missing features** in Holori, although improvements are promised in future updates. - Users experience **poor documentation** with slow-loading diagrams, affecting their ability to utilize Holori effectively. - Users experience **software bugs** and occasional slow performance, but appreciate the team's quick resolution efforts. #### What Are Recent G2 Reviews of Holori? **"[Amazing to track cloud cost by customer](https://www.g2.com/survey_responses/holori-review-11035487)"** **Rating:** 5.0/5.0 stars *— Cassandre L.* [Read full review](https://www.g2.com/survey_responses/holori-review-11035487) --- **"[Game changer to manage our cloud costs](https://www.g2.com/survey_responses/holori-review-10900251)"** **Rating:** 5.0/5.0 stars *— Sven K.* [Read full review](https://www.g2.com/survey_responses/holori-review-10900251) --- ### 22. [ServiceNow Cloud Management](https://www.g2.com/products/servicenow-cloud-management/reviews) ServiceNow Cloud Management is a comprehensive solution designed to automate and streamline the provisioning, lifecycle, and cost management of both public and private cloud resources. By integrating cloud operations into a unified platform, it enhances operational efficiency, ensures compliance, and provides real-time visibility across cloud environments. Key Features and Functionality: - Automated Cloud Provisioning: Facilitates the rapid deployment of cloud services, including fully configured virtual networks, through a user-friendly interface. - Cloud Governance: Automates governance workflows for cloud accounts, ensuring adherence to compliance and security policies. - Cost Management: Provides tools to monitor and control cloud expenditures, offering insights into spending patterns and enabling proactive budget management. - Cloud Observability: Combines operational monitoring and observability data for cloud and cloud-native applications, bringing critical telemetry data together to improve security, workflows, collaboration, and ROI. - Integration with Major Cloud Providers: Supports seamless integration with leading cloud platforms such as AWS, Azure, GCP, and IBM, ensuring a consistent management framework across hybrid and multi-cloud environments. Primary Value and User Solutions: ServiceNow Cloud Management addresses the complexities of managing diverse cloud environments by providing a centralized platform that automates routine tasks, enforces governance policies, and optimizes costs. This solution empowers organizations to accelerate their cloud transformation journeys, enhance operational agility, and align cloud operations with broader business objectives. By offering real-time visibility and control, it enables IT teams to proactively manage resources, mitigate risks, and deliver reliable services to end-users. **Average Rating:** 4.5/5.0 **Total Reviews:** 22 **How Do G2 Users Rate ServiceNow Cloud Management?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind ServiceNow Cloud Management?** - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow (55,548 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (35,081 employees on LinkedIn®) - **Ownership:** NYSE:NOW **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 55% Enterprise, 27% Small-Business #### What Are ServiceNow Cloud Management's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Customer Support (3 reviews) - Integrations (3 reviews) - Features (2 reviews) - Learning (2 reviews) **Cons:** - Complexity Issues (3 reviews) - Poor Interface Design (3 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) - Implementation Difficulty (2 reviews) ### What Do G2 Reviewers Say About ServiceNow Cloud Management? *AI-generated summary from verified user reviews* **Pros:** - Users find ServiceNow Cloud Management to be **exceptionally easy to use** , enhancing productivity with its seamless functionality. - Users value the **excellent customer support** of ServiceNow, which enhances user experience and problem resolution. - Users value the **seamless integrations** in ServiceNow Cloud Management, enhancing collaboration and data-driven decision-making effectively. - Users appreciate the **seamless and powerful experience** of ServiceNow Cloud Management, complimenting its ease of use and integrated features. - Users enjoy the **easy learning experience** with ServiceNow, finding the platform simple and intuitive to use. **Cons:** - Users experience **complexity issues** with ServiceNow Cloud Management, finding navigation and setup quite challenging and confusing. - Users find the **poor interface design** of ServiceNow complicates navigation and hinders efficient email and case management. - Users find the **complexity** of ServiceNow Cloud Management challenging, especially with its intricate customization and navigation. - Users find the **complex setup** of ServiceNow Cloud Management challenging, hindering effective navigation and customization. - Users find **implementation difficult** due to complexity and challenges in understanding the numerous features offered. #### What Are Recent G2 Reviews of ServiceNow Cloud Management? **"[ServiceNow Review](https://www.g2.com/survey_responses/servicenow-cloud-management-review-10987902)"** **Rating:** 4.0/5.0 stars *— Helen G.* [Read full review](https://www.g2.com/survey_responses/servicenow-cloud-management-review-10987902) --- **"[Powerful All in one tool](https://www.g2.com/survey_responses/servicenow-cloud-management-review-9525729)"** **Rating:** 5.0/5.0 stars *— Raffy H.* [Read full review](https://www.g2.com/survey_responses/servicenow-cloud-management-review-9525729) --- #### What Are G2 Users Discussing About ServiceNow Cloud Management? - [Who is the cloud provider for ServiceNow?](https://www.g2.com/discussions/who-is-the-cloud-provider-for-servicenow) - [Is ServiceNow hosted on Azure?](https://www.g2.com/discussions/is-servicenow-hosted-on-azure) - [Is ServiceNow a cloud-based solution?](https://www.g2.com/discussions/is-servicenow-a-cloud-based-solution) - [What is ServiceNow cloud?](https://www.g2.com/discussions/what-is-servicenow-cloud) ### 23. [Stacklet Platform](https://www.g2.com/products/stacklet-platform/reviews) Stacklet Platform is a Governance as Code solution that accelerates cloud adoption with intelligent guardrails and actionable insights for security, compliance, cost, and operations. The Stacklet platform empowers cloud and security engineering teams to codify, automate, visualize, and collaborate on policies in a standard, easy-to-use, declarative language. Stacklet Platform extends Cloud Custodian open source project with intelligent management capabilities, including governance insights, real-time asset inventory, out-of-the-box policy packs, and advanced communications to help businesses innovate securely and efficiently in the cloud at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Stacklet Platform?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 6.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Stacklet Platform?** - **Seller:** [Stacklet](https://www.g2.com/sellers/stacklet) - **Company Website:** https://stacklet.io - **HQ Location:** Everywhere, OO - **Twitter:** @stackletio (345 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/stacklet/ (41 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 40% Mid-Market #### What Are Stacklet Platform's Pros and Cons? **Pros:** - Centralized Management (1 reviews) - Cloud Services (1 reviews) - Dashboard Usability (1 reviews) - Data Centralization (1 reviews) - Ease of Use (1 reviews) **Cons:** - Insufficient Information (1 reviews) - Missing Features (1 reviews) ### What Do G2 Reviewers Say About Stacklet Platform? *AI-generated summary from verified user reviews* **Pros:** - Users value the **centralized management** of Stacklet Platform, enhancing security and simplifying governance across cloud environments. - Users value the **real-time enforcement of security policies** that enhances risk management and governance across cloud environments. - Users appreciate the **real-time dashboard usability** of Stacklet Platform, enhancing security management across cloud environments. - Users value the **data centralization** of Stacklet Platform, enhancing security and providing effective governance across cloud environments. - Users value the **ease of use** of Stacklet Platform, enhancing security management with streamlined governance and tracking features. **Cons:** - Users express concern over the **insufficient information** regarding compliance frameworks in the Stacklet platform, impacting data governance. - Users feel the **lack of compliance frameworks** on Stacklet Platform hinders effective data governance and management. #### What Are Recent G2 Reviews of Stacklet Platform? **"[Implementation of Governance via coding platform.](https://www.g2.com/survey_responses/stacklet-platform-review-8355565)"** **Rating:** 4.0/5.0 stars *— Suyash K.* [Read full review](https://www.g2.com/survey_responses/stacklet-platform-review-8355565) --- **"[Cloud governance made easier](https://www.g2.com/survey_responses/stacklet-platform-review-7391489)"** **Rating:** 4.5/5.0 stars *— Norman L.* [Read full review](https://www.g2.com/survey_responses/stacklet-platform-review-7391489) --- ### 24. [Virtana Platform](https://www.g2.com/products/virtana-platform/reviews) Virtana delivers the industry's deepest hybrid infrastructure observability platform, empowering enterprises to ensure the availability, efficiency, and resiliency of their mission-critical services. Our AI-powered platform unifies visibility across on-premises, cloud, and Kubernetes environments, providing comprehensive real-time insights and intelligent automation. Key differentiators: · AI-driven early warning system and automated root cause analysis · Comprehensive topology discovery and mapping across your entire IT estate · Consolidated alerts with policy-based noise reduction · Natural language infrastructure querying through Virtana Copilot · Vendor-agnostic platform supporting both on-premises and cloud deployments Organizations choose Virtana to: · Reduce mean time to resolution (MTTR) through AI-powered automation · Lower infrastructure costs with intelligent optimization · Improve team productivity by eliminating alert noise · Support demanding AI workloads with deep infrastructure insights · Transform infrastructure from a cost center to a strategic asset Whether you're managing traditional IT, hybrid environments, or advanced AI data centers, Virtana provides the deep observability and intelligent automation needed to drive operational excellence and accelerate digital transformation. **Average Rating:** 4.3/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Virtana Platform?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10) - **Automation:** 1.7/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Virtana Platform?** - **Seller:** [Virtana](https://www.g2.com/sellers/virtana) - **Year Founded:** 2008 - **HQ Location:** N/A - **Twitter:** @VirtanaCorp (9,421 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/virtanacorps/ (162 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 53% Enterprise, 26% Mid-Market #### What Are Recent G2 Reviews of Virtana Platform? **"[OpsCruise is useful in monitoring our cloud infrastructure thanks to Autonomous App Behavior Model](https://www.g2.com/survey_responses/virtana-platform-review-6648375)"** **Rating:** 4.0/5.0 stars *— Nikitha S.* [Read full review](https://www.g2.com/survey_responses/virtana-platform-review-6648375) --- **"[Fantasic Cloud Insight. In an easily digestable format!](https://www.g2.com/survey_responses/virtana-platform-review-7033454)"** **Rating:** 5.0/5.0 stars *— Jeff R.* [Read full review](https://www.g2.com/survey_responses/virtana-platform-review-7033454) --- #### What Are G2 Users Discussing About Virtana Platform? - [What is Zenoss used for?](https://www.g2.com/discussions/what-is-zenoss-used-for) - [What is Opscruise used for?](https://www.g2.com/discussions/what-is-opscruise-used-for) - [What is Virtana Platform used for?](https://www.g2.com/discussions/what-is-virtana-platform-used-for) ### 25. [Aimably](https://www.g2.com/products/aimably/reviews) If you're 'automating' your savings with a contract broker, you're leaving money on the table. Aimably offers software and software-enabled services that identify precise sources of cloud cost and help teams make comprehensive reductions quickly without affecting performance. -- AWS billing creates a blind spot that hurts businesses. AWS costs are typically the second largest line item for a technology business. AWS's standard invoices and developer tools make it extremely difficult to validate billing or keep spending under control. Aimably's software and services transform the AWS billing experience. Gain clarity and insight into how AWS spending affects the business. PRODUCTS & SERVICES Cloud Cost Reduction Service AWS Invoice Management Software Cloud Due Diligence Report With a unique experience working with investors and consulting firms to create financial transformation plans, Aimably's Cloud Investor Solutions suite prepares institutional investors for acquisitions with full cloud hosting cost diligence data and value creation plan, supported by ongoing enhancements to cloud financial reporting accuracy and detail. **Average Rating:** 4.8/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Aimably?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) **Who Is the Company Behind Aimably?** - **Seller:** [Aimably](https://www.g2.com/sellers/aimably) - **Year Founded:** 2020 - **HQ Location:** Oxnard, US - **Twitter:** @AimablyApp (34 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/aimably (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 29% Mid-Market #### What Are Recent G2 Reviews of Aimably? **"[Great, comprehensive, and actionable insights to save on AWS](https://www.g2.com/survey_responses/aimably-review-8321622)"** **Rating:** 5.0/5.0 stars *— Jeff W.* [Read full review](https://www.g2.com/survey_responses/aimably-review-8321622) --- **"[Use aimably for the cloud](https://www.g2.com/survey_responses/aimably-review-10589133)"** **Rating:** 4.0/5.0 stars *— Aksh P.* [Read full review](https://www.g2.com/survey_responses/aimably-review-10589133) --- ## What Is Cloud Cost Management Tools? [IT Management Software](https://www.g2.com/categories/it-management) ## What Software Categories Are Similar to Cloud Cost Management Tools? - [Cloud Infrastructure Monitoring Software](https://www.g2.com/categories/cloud-infrastructure-monitoring) - [Cloud Compliance Software](https://www.g2.com/categories/cloud-compliance) - [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms) --- ## How Do You Choose the Right Cloud Cost Management Tools? ### What You Should Know About Cloud Cost Management Tools ### What are Cloud Cost Management Tools? Cloud cost management tools are software platforms a company utilizes to manage all costs related to cloud resources, optimization, and management. The software allows organizations to manage the costs associated with cloud computing. Managing cloud computing costs is done primarily with one focus in mind—to maximize cloud usage and increase operational efficiency. Cloud computing has been at the forefront due to its subscription or pay-per-use model. However, as companies wish to scale in terms of operations, tracking the cost of cloud services becomes a complex task and is not as transparent as “pay-per-use”. Numerous functions within an organization would have access to their cloud computing platforms, and having this decentralized approach could rack up massive amounts in cloud computing costs. Hence, having a cloud cost management tool ensures that cloud spend is kept in check and that the cloud resources are optimized and worth every penny spent. Cloud cost management focuses on understanding the different costs associated with cloud computing. Some key costs associated with the cloud include software licenses, web services, compute and storage costs, network costs, virtualized infrastructure/virtual machine instances, and additional costs such as training staff and personnel. As more companies move to the cloud, either partially or entirely, cloud storage costs do not remain the same. When a company needs to scale, IT staff can easily focus on acquiring more cloud services to ensure and support daily work activities without keeping concern for costs. Engineers or developers need to ensure that their products have a shorter time to market, thereby spinning up more cloud resources. This could have a huge impact on the business since there are no savings, but a huge cloud bill. Regardless of the cloud service provider, such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform, among several others, it is certain that money will be spent across resources that may or may not be utilized. When different cloud infrastructure is involved, cloud cost management software can make it much easier for companies to support cost optimization. For example, customers that have opted for multi-cloud environments. Cloud cost optimization needs to be given priority since different cloud service providers are being used. Hence, costs may vary across all providers, making it complex and difficult to track. By understanding the costs, companies can focus on cost optimization and ensure accountability. Cloud cost management is therefore, not just about cost control, it's about resource optimization, forecasting and budgeting, and reducing wastage. ### What are the Common Features of Cloud Cost Management Tools? Cloud cost management software has several features that makes it a strong choice for companies that want to keep track of their spending on cloud. The following are some core features within the software that can help users in several ways: **Automatic scaling:** The promise of unlimited scalability is one of the biggest pros of cloud computing technology. Automatic scaling ensures that resources are used and available when needed, and powered down when not in use. Companies do not need to spend large amounts on unutilized cloud resources. The software helps companies automate governance of costs, compliance, security, and cloud operations. Planning for maximum utilization all the time when using only some percentage of it is extremely expensive in the long run. **Instance management:** A key cost driver for cloud computing is the number of unused instances that a company opts for. If a firm is not using an instance, the cloud cost optimization software can track and alert the customer if there is no need for the instance and help to save costs. The software can also find discount instances that can be used for non-critical workloads that do not need to run constantly, thereby driving more savings. **Automated alerts and notifications:** Cloud spend management platforms allow users to set up automated alerts and budgets. These alerts warn the user when there are authorization failures, sudden cost spikes, untagged infrastructure, and when budget limits are crossed. Having alerts sets is critical to ensure business continuity and keep costs optimized. **Cost allocation:** A key feature of cloud cost management tools is that it allows the user to keep track of the team spends on cloud computing resources. This will allow management to set up appropriate budgets and track spends by various company functions.  **Chargeback:** Chargeback is a feature where the cost of cloud services is applied or “charged-back” to the business unit responsible for the cloud expense. The chargeback feature in different cloud cost savings platforms allows companies to track the departments that are making the most (and least) use of cloud costs—this information is useful while making budgeting decisions. ### What are the Benefits of Cloud Cost Management Tools? Benefits of cloud spend management platforms include: **Reduce cost:** This is understandably the most important benefit of cloud cost management software. Companies use cloud cost management software to ensure cloud optimization. Companies can monitor and track their spending, ensure optimal resource allocation, and take advantage of discounts offered by cloud service providers such as AWS, Microsoft Azure, GCP. Companies can even use this software to visualize and understand their cost profile when evaluating cloud migration, deploying new cloud security policies, and maintaining cloud health. **Eliminate waste:** By understanding and tracking their cloud usage and cloud bills, companies can reduce waste and ensure that they are making the best of their cloud resources. Techniques that support this include automatic scaling and load balancing. **Improve business performance:** A business needs to ensure its cloud strategies align closely with its business goals. Overprovisioning of cloud resources means significant wastage of company profits and underprovisioning could cause workloads and applications to suffer if there is no proper cloud support. In such a situation, planning for the right cloud cost management solution is key to ensuring smooth performance in any environment—whether on a public, private, hybrid, or moving from on-premises to cloud. **Gain visibility into cloud storage costs:** Cloud spend management platforms provide visibility into cloud resource costs that are kept idle, unallocated, over-utilized. Some cloud cost management software provide an hourly granularity as well. Having a single pane of glass dashboards ensures a single point for admins to manage, organize and optimize their cloud environment. **Get recommendations to cut costs:** One of the key benefits is that the software can provide recommendations to reduce costs. These recommendations are based on analyzing different workloads and their cloud requirements. Costs are analyzed down to the root sources, and recommendations are made to the user. **Improve reporting and analytics:** Data-driven decisions will help the user make better decisions regarding their cloud spending. By tracking patterns in cloud spending, cloud cost management tools can provide their users with graphs or tables of data that can be used for data analysis—these analytics can be cross-referenced with business outcomes to ensure the company is on the right track with its cloud strategy. Major cloud providers provide reporting as part of their subscription packages such as AWS Cost and Usage report.  ### Who Uses Cloud Cost Management Tools? **Cloud architects:** Cloud architects manage the technical requirements of cloud architecture and oversee a company’s cloud environment and strategies. A cloud architect is the main persona that uses cloud cost management software. Understanding how to manage cloud spends and optimize cloud resources falls upon the cloud architect. A cloud architect doesn't just work with engineering and development, they also work closely with HR, finance, logistics, and security to ensure that cloud strategies are being optimized. **Cloud cost managers:** Cloud cost managers handle various tasks such as forecasting, budgeting, business development practices and processes, identification of trends and opportunities, cloud governance best practices, among many others. Managers can use the analytics dashboard to keep track of cloud strategies and propose changes and suggestions to decision makers based on derived insights. **IT teams and admins:** IT admins use cloud cost management tools to optimize cloud infrastructure and ensure all resources are being used judiciously. Cloud admins can use the software to set up real-time monitoring, budget, notifications, and alerts. Administrators gain access and control the cost view over the company cloud through a web-based interface they can access from anywhere. **Cross-functional teams:** Cloud computing has become an integral part of enterprises across the globe. Several cross-functional teams such as engineering teams and application development and testing teams within an organization depend on cloud to ensure they create and release products with a much lower time to market. The heads of cross-functional teams within an organization can keep track of how spending on cloud resources to ensure they are well within the budget provided. **Cloud service providers:** Cloud service providers offer cloud cost optimization options. Having internal cost management options that are reliable, scalable, consistent, and available as required is a key benefit for several customers. Some of the biggest names in cloud platforms include AWS, Microsoft Azure, Google Cloud Platform (GCP), Alibaba Cloud, IBM Cloud, and several others have their specific cloud spend management platforms such as Amazon CloudWatch, AWS Budgets, Azure Cost Management, Cost management by Google Cloud, among several others. Integrated cost management tools along with billing support are offered at no additional costs by these cloud giants. #### Software Related to Cloud Cost Management Tools [Cloud management platforms](https://www.g2.com/categories/cloud-management-platforms) **:** Cloud cost management forms a key part of cloud management platforms. A cloud management platform is a set of unified software tools which help companies monitor and control cloud computing resources. This software brings the administrative visibility and capability of cloud cost management solutions. [Infrastructure as a service (IaaS) providers](https://www.g2.com/categories/infrastructure-as-a-service-iaas) **:** Cloud cost management tools are typically paired with infrastructure as a service (IaaS) offerings to minimize the costs of a pay-as-you-go model. Companies also use a combination of these tools to increase the efficiency of their cloud service usage—these solutions often provide reporting features to outline waste and redundancies.  [SaaS spend management software](https://www.g2.com/categories/saas-spend-management) **:** Cloud cost management software has some overlap with SaaS spend management software, but the latter is used to monitor and manage spending on cloud applications rather than cloud infrastructure. ### Challenges with Cloud Cost Management Tools Cloud cost optimization solutions can come with their own set of challenges.  **Billing challenges:** Complexity in billing practices and not understanding what the customer bill contains is a key challenge. Without understanding the bill itself, optimizing costs is a difficult task since the customer cannot identify avenues for cost optimization. **Approach towards policies:** Each team would follow their respective budgets allocated and manage their cloud resources and cost. Having a cloud cost management tool could generate some backlash since costs by each team are being monitored, which could be quite tricky to manage. **Budget forecasting:** Cloud cost optimization is difficult when there are plans in the pipeline to add new products and services, handle unexpected business demand, or make any changes to software design. Forecasting is complex, and cloud spend management platforms must rapidly adjust to capacity or alerting users of sudden spikes in cost due to such scenarios. **Cloud sprawl:** One of the biggest challenges that companies face is that in the excitement of cloud computing technology, they end up moving entire databases and applications without a plan. This leads to cloud sprawl, wherein an organization does not have a complete view of all the cloud infrastructure. Organizations will end up managing several cloud instances, providers, services, and therefore are unable to view or maintain accountability for all cloud components. Even with cloud cost management software, organizations might not be able to understand and deploy the full use of this software due to cloud sprawl. **Lack of skilled resources:** Finding the right talent to invest, track, and optimize all cloud resources within an organization is tough. Identifying the type of skills required and finding the right fit is a huge challenge. ### How to Buy Cloud Cost Management Tools #### Requirements Gathering (RFI/RFP) for Cloud Cost Management Tools When researching cloud cost management platforms, the first and foremost step is to ask one question—what issues could potentially be solved using a cloud cost management tool? It is essential to understand cloud spend inefficiencies and identify the ones harming the buyer’s organization. Taking into consideration the reasons for cost inefficiencies is critical. Some of the key reasons that cause companies to rack up huge cloud bills are:  **Poor resource management caused by oversizing:** Companies usually end up spending a lot on acquiring resources but only utilize half of that at any point in time. A capacity that isn't needed is a part of the wasted cloud costs. Rightsizing ensures that costs are being optimized and the company is not facing copious amounts in bills. **Software inefficiency:** Since several different teams would be using the cloud resources within the company, it becomes quite difficult to keep track of the cloud storage costs. Failure to measure software efficiency or not having set targets can lead to an increase in the wastage of cloud computing resources. **Forecast issues:** As discussed earlier, scaling is a key feature of cloud computing. However, when companies fail to forecast their needs (which is a difficult task) such as developing new services or changing existing ones, it could rack up unintentional costs since the company would be over or underprepared for the additional needs. **Architectural design:** With the hype around moving to cloud, several companies are moving to cloud just to enter the hype; realizing later that it is much more expensive than anticipated. Workloads might not be suitable for some specific cloud environments or not supported, additional licensing might be required, governance issues might crop up, and a host of other problems that would only drive costs further up. Once a company has identified the issues and cost inefficiencies, it becomes much easier for the customer to filter out and identify what type of cloud cost management they are looking for. If the buyer prefers having a single software solution owner, they could opt for a single cloud provider with inherent cloud cost optimization capabilities. However, if the buyer prefers a separate tool to manage various cloud environments like hybrid and multi-cloud environments, they could opt for another stand-alone solution altogether. Customers can use reviews here at G2.com as a guide to move forward with choosing the software. #### Compare Cloud Cost Management Tools Products **Create a long list** This step involves creating a long list of cloud cost management software providers that assist buyers in cost optimization plans. Some key factors to consider include automation, server instances tracking, billing methods, dashboard functionality, cost reduction, security support, data privacy, etc. In this step, it is important to note that many top cloud service providers provide cloud cost optimization as a part of their cloud offerings (on a subscription basis), hence it is important to evaluate whether the added functionality is sufficient or a stand-alone solution is required. **Create a short list** Once the long list of cloud cost management tools has been identified, it is time to remove software that does not meet all the business criteria. For this, it is important to fall back on the assessment made earlier on what is to be done before choosing a cloud spend management solution. Based on the assessment, buyers can further shorten their list and only choose those software vendors that meet all the business requirements. **Conduct demos** Once the list has been reduced to a couple of vendors, buyers may begin to request a demo. The demo will give them an idea of how the software will work once and help them assess all the various features the software has to offer. Having a demo on resources and applications is a good way to ensure the best fit. At this step, the buyer should ask several questions to the vendor about after-service support, staff training, and other additional features that can be provided. Understanding the dashboard and visualization of the cost parameters is essential during demos. #### Selection of Cloud Cost Management Tools **Choose a selection team** Choosing the right team to work together on choosing the software is a critical part of the process. This team will be in charge of identifying pain points to finally overseeing the entire implementation of the cloud management software. The team should include a mix of different personas who have the required skills, interest, and time. Some roles include cloud architects and cloud admins, IT admin and staff, department heads, and finance managers (for budget allocations).  **Negotiation** When choosing a cloud cost management tool, bringing in negotiation factors is very important especially on pricing. Since a buyer’s requirement for the cloud might change based on the types of workloads being run and applications being developed, buyers should ensure that the software accurately reflects the resources being utilized at that point in time and account for possible changes in the future. This is necessary to ensure that the customer is not being overcharged. Bringing such discussions to the negotiation table is key. In addition, it is important to negotiate possible additional costs that might come in for the remainder of the contract. **Final decision** Once all the steps are complete, the final decision is made weighing all factors and scenarios. Buyers can first try to run cloud cost management software with a smaller number of instances and monitor the cost savings and resources being optimized. Based on this feedback, it can be used for enterprise-wide cloud cost management.