Best Cloud Cost Management Tools - Page 2

How Many Cloud Cost Management Tools Products Does G2 Track?

Total Products under this Category: 251

Category Stats (Nov 2026)

  • Average Rating: 4.6/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Usage AI (+1.78%) - Among all products in this category, Usage AI recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Cloud Cost Management Tools Products?

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  • 30 Analysts and Data Experts
  • 6,700+ Authentic Reviews
  • 251+ 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.

G2 Grid® for Cloud Cost Management Tools

G2 Grid® for Cloud Cost Management Tools plotting products by satisfaction and market presence

Highlighted products: Cast AI, CloudKeeper, Amazon CloudWatch, Flexera One, ScaleOps, AWS Budgets, Datadog, and Vantage.

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=flexera-one&focus%5B%5D=scaleops-cloud-native-optimization-scaleops&focus%5B%5D=aws-budgets&focus%5B%5D=datadog&focus%5B%5D=vntg-inc-vantage)

CloudZero

CloudZero is the leader in cloud and AI cost intelligence. We empower the world's engineers to build cost-efficient software without slowing down innovation. CloudZero's platform automates the collection, allocation, and analysis of cloud cost data to uncover savings opportunities and improve unit economics. Our unique approach ensures organizations have the most complete, accurate, and granular source of truth for their cloud costs. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, New Relic, Nubank, and Rapid7.

Average Rating: 4.6/5.0

Total Reviews: 63

How Do G2 Users Rate CloudZero?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.3/10)
  • Automation: 7.3/10 (Category avg: 8.6/10)
  • Reporting: 9.3/10 (Category avg: 8.9/10)
  • Usage Monitoring: 8.4/10 (Category avg: 9.0/10)

Who Is the Company Behind CloudZero?

  • Seller: CloudZero
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Boston, MA
  • Twitter: @CloudZeroInc
    5,476 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    161 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 42% Medium, 36% Large

What Do G2 Reviewers Say About CloudZero?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the clear visibility into cloud costs provided by CloudZero, enabling informed decision-making and reducing waste.
  • Users commend CloudZero's responsive customer support, highlighting their professionalism and guidance in utilizing features effectively.
  • Users find CloudZero's ease of use invaluable for clear cost allocation and insightful reporting tailored to needs.
  • Users appreciate the granular insights provided by CloudZero for optimal cost management and financial planning.
  • Users praise CloudZero for its clear visibility into cloud costs, enhancing collaboration and informed decision-making across teams.
Cons
  • Users face dashboard issues with CloudZero, finding the need for separate analytics difficult and time-consuming.
  • Users desire more user-friendly customization options, specifically for editing and managing roles and usage reports.
  • Users face a steep learning curve with CloudZero, especially those unfamiliar with cloud architectures and FinOps concepts.
  • Users find the setup process complex and challenging, requiring significant time and effort for implementation.
  • Users find setup confusing, facing challenges with implementation and communication, making the process more complex than necessary.

What Are Recent G2 Reviews of CloudZero?

What Are G2 Users Discussing About CloudZero?

DoiT Cloud Intelligence

DoiT Cloud Intelligence is the only intent-aware FinOps platform that goes beyond cost optimization to drive reliability, performance, and security – turning endless "good ideas" into real, implemented solutions at scale – ensuring teams are 10X more likely to achieve business outcomes than with any other solution.

Average Rating: 4.4/5.0

Total Reviews: 78

How Do G2 Users Rate DoiT Cloud Intelligence?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.3/10)
  • Automation: 6.4/10 (Category avg: 8.6/10)
  • Reporting: 8.1/10 (Category avg: 8.9/10)
  • Usage Monitoring: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind DoiT Cloud Intelligence?

  • Seller: DoiT
  • Year Founded: 2011
  • HQ Location: Santa Clara, US
  • Twitter: @doitint
    810 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    770 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 57% Medium, 41% Small

What Do G2 Reviewers Say About DoiT Cloud Intelligence?

AI-generated summary from verified user reviews

Pros
  • Users commend DoiT Cloud Intelligence for their responsive customer support, enhancing the overall cloud management experience.
  • Users greatly appreciate the expertise and proactive support from the DoiT Cloud Intelligence team for optimal performance.
  • Users highly value the helpful support and expertise provided by DoiT Cloud Intelligence in solving technical challenges.
  • Users value the transparent and efficient cloud management provided by DoiT Cloud Intelligence, enhancing visibility and control.
  • Users value the exceptional support and technical expertise of DoiT Cloud Intelligence, enhancing their cloud management experience.
Cons
  • Users express concern over cost management issues, particularly regarding ticket escalation fees and delays in cost anomaly detection.
  • Users express frustration over the expensive ticket escalation costs that hinder timely support access and resolution.
  • Users find the billing a bit complicated, which can detract from the overall experience with DoiT Cloud Intelligence.
  • Users find the system's complexity challenging, requiring significant time to grasp basic functionalities.
  • Users find the difficult learning curve of DoiT Cloud Intelligence challenging, requiring significant time to grasp basic functions.

What Are Recent G2 Reviews of DoiT Cloud Intelligence?

Google Cloud Trace

Find performance bottlenecks in production

Average Rating: 4.3/5.0

Total Reviews: 65

How Do G2 Users Rate Google Cloud Trace?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.3/10)

Who Is the Company Behind Google Cloud Trace?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 37% Small, 34% Medium

What Do G2 Reviewers Say About Google Cloud Trace?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support provided by Google Cloud Trace, enhancing their overall experience and efficiency.
  • Users value the ease of use in Google Cloud Trace, appreciating its user-friendly interface and implementation simplicity.
  • Users value the easy access to various services and a user-friendly interface for efficient use of Google Cloud Trace.
  • Users benefit from the user-friendly interface and versatile features of Google Cloud Trace, enhancing productivity and integration.
  • Users appreciate the ease of implementation with Google Cloud Trace, finding it user-friendly and versatile for various projects.

What Are Recent G2 Reviews of Google Cloud Trace?

What Are G2 Users Discussing About Google Cloud Trace?

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IBM Storage Insights

IBM Storage Insights provides an unparalleled level of visibility across your storage environment to help you manage complex storage infrastructures and make cost-saving decisions. It combines proven IBM data management leadership with proprietary analytics from IBM Research.

Average Rating: 4.3/5.0

Total Reviews: 29

How Do G2 Users Rate IBM Storage Insights?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.3/10)
  • Automation: 8.7/10 (Category avg: 8.6/10)
  • Reporting: 8.4/10 (Category avg: 8.9/10)
  • Usage Monitoring: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Storage Insights?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 103% Large, 34% Small

What Are Recent G2 Reviews of IBM Storage Insights?

What Are G2 Users Discussing About IBM Storage Insights?

Kubex

Kubex is a sophisticated AI-driven analytics solution designed to assist enterprises in optimizing their Kubernetes, AI and cloud infrastructure. This innovative platform focuses on reducing operational costs, enhancing efficiency, and ensuring stability within complex and dynamic environments.

Average Rating: 4.7/5.0

Total Reviews: 27

How Do G2 Users Rate Kubex?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Automation: 9.2/10 (Category avg: 8.6/10)
  • Reporting: 9.6/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Kubex?

  • Seller: Kubex
  • Year Founded: 2022
  • HQ Location: Richmond Hill, CA
  • Twitter: @Densify
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 69% Large, 24% Medium

What Do G2 Reviewers Say About Kubex?

AI-generated summary from verified user reviews

Pros
  • Users find Kubex's ease of use exceptional, simplifying installations and providing clear insights for optimal resource management.
  • Users value the transformative cloud optimization capabilities of Densify, enhancing collaboration and cost-awareness seamlessly.
  • Users rave about the amazing customer support of Kubex, finding it helpful and collaborative throughout their experience.
  • Users are impressed by Densify's actionable insights and machine learning-driven recommendations that optimize cloud resources effectively.
  • Users appreciate the performance insights from Kubex, enabling effective cost optimization and resource management across platforms.
Cons
  • Users express concern over the lack of Oracle Cloud support in Kubex until 2026, impacting integration options.
  • Users face compatibility issues with Kubex, as it currently lacks support for Oracle Cloud until 2026.
  • Users are frustrated with the lack of cost reporting based on the network, affecting budget management and decision-making.
  • Users note the limited cloud integration with Kubex, particularly the absence of Oracle Cloud support until 2026.
  • Users found the old UI clunky, but appreciated the improvements made in the new Kubex interface.

What Are Recent G2 Reviews of Kubex?

What Are G2 Users Discussing About Kubex?

AWS Cost Explorer

AWS Cost Explorer lets you dive deeper into your cost and usage data to identify trends, pinpoint cost drivers, and detect anomalies, completely free of charge.

Average Rating: 4.4/5.0

Total Reviews: 13

How Do G2 Users Rate AWS Cost Explorer?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.3/10)
  • Reporting: 8.3/10 (Category avg: 8.9/10)
  • Usage Monitoring: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind AWS Cost Explorer?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    148,266 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 43% Small, 36% Medium

What Are Recent G2 Reviews of AWS Cost Explorer?

What Are G2 Users Discussing About AWS Cost Explorer?

OneLens

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: 4.6/5.0

Total Reviews: 23

How Do G2 Users Rate OneLens?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.3/10)
  • Automation: 9.2/10 (Category avg: 8.6/10)
  • Reporting: 9.2/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind OneLens?

  • Seller: Astuto Technologies
  • Year Founded: 2023
  • HQ Location: Bengaluru, IN
  • Twitter: @astuto_ai
    49 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 39% Medium, 30% Large

What Do G2 Reviewers Say About OneLens?

AI-generated summary from verified user reviews

Pros
  • Users praise OneLens for its actionable insights and optimization recommendations, leading to significant cost savings and improved efficiency.
  • Users value the effective cost management capabilities of OneLens, significantly reducing expenses while optimizing resource usage.
  • Users highlight the significant cost reduction achieved with OneLens, enhancing resource utilization and operational efficiency.
  • Users praise the quick and helpful support team of OneLens, enhancing their overall experience significantly.
  • Users appreciate the ease of use of OneLens, finding it simple and intuitive for managing cloud expenses.
Cons
  • Users highlight the lack of GCP support in OneLens, limiting its multi-cloud functionality compared to other platforms.
  • Users note the multi-cloud limitation of OneLens, expressing frustration over its restriction to AWS only.
  • Users note the lack of support for Azure, although improvements are reportedly on the way.
  • Users find the complexity of optimization suggestions slows down decision-making, especially in intricate environments.
  • Users are frustrated by the limited cloud integration, as it's only compatible with AWS and excludes others.

What Are Recent G2 Reviews of OneLens?

Cloudshot

Cloudshot is a patented, visual cloud management platform that helps enterprises gain complete visibility, governance, and control across their cloud and IT spend. Designed for organizations operating in complex environments, Cloudshot delivers multi-cloud management visibility across AWS, Azure, GCP, and hybrid setups through an intuitive, visual-first approach. Unlike traditional tools that rely on raw data, scripts, or fragmented dashboards, Cloudshot represents cloud environments visually, enabling teams to understand architecture, dependencies, risks, and costs at a glance. This reduces operational complexity and accelerates decision-making across engineering, security, and finance teams. Cloudshot brings DevOps, SecOps, FinOps, and Sustainability together under a single umbrella. DevOps teams benefit from faster environment understanding and infrastructure insights, SecOps teams gain continuous security posture and drift visibility, and FinOps teams receive accurate, allocation-ready cost and optimization data. Sustainability is natively built into the platform, helping organizations optimize costs while reducing environmental impact. Cloudshot aligns closely with the FinOps Foundation framework and is an official FOCUS-compatible tool, supporting the FinOps Open Cost and Usage Specification (FOCUS). This ensures standardized, portable, and provider-agnostic cost and usage data across cloud platforms, enabling enterprises to scale FinOps practices with confidence and consistency. Beyond cloud infrastructure, Cloudshot provides a unified IT spend dashboard that consolidates multi-cloud costs, cloud marketplace usage, SaaS spend, and shared IT services into a single, consistent view. This enables leadership teams to understand true technology spend, improve accountability, and align IT investments with business outcomes. Enterprise customers using Cloudshot typically achieve 10% to 35% savings on their cloud spend through continuous optimization, waste elimination, and improved governance. By combining patented technology, visual cloud management, and FOCUS-aligned spend visibility, Cloudshot enables enterprises to move from reactive cost control to proactive, strategic management of their IT ecosystem.

Average Rating: 4.9/5.0

Total Reviews: 60

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How Do G2 Users Rate Cloudshot?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Automation: 9.8/10 (Category avg: 8.6/10)
  • Reporting: 9.7/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Cloudshot?

Who Uses This Product?

  • Who Uses This: Cloud Architect, MD
  • Top Industries: Information Technology and Services
  • Company Size: 135% Large, 23% Medium

What Do G2 Reviewers Say About Cloudshot?

AI-generated summary from verified user reviews

Pros
  • Users value the detailed cost analysis offered by Cloudshot, enabling effective optimization of cloud expenses.
  • Users find Cloudshot's ease of use enhances workflow and simplifies cloud infrastructure management effortlessly.
  • Users value the effective cloud management of Cloudshot, enhancing workflow with organized access to resources and insights.
  • Users praise Cloudshot for its easy-to-use interface and comprehensive features, enhancing workflow and insights in cloud management.
  • Users benefit from cost optimization through detailed data transfer insights and resource identification, effectively saving money.
Cons
  • Users note the missing features in Cloudshot, such as lack of APM and non-modular Terraform scripts.
  • Users may find the difficult learning curve challenging as they navigate Cloudshot's rich features and structured approach.
  • Users find the steep learning curve of Cloudshot challenging, particularly due to its extensive features and requirements for adaptation.
  • Users find the complex configuration of Cloudshot challenging, requiring considerable effort for initial setup and alignment.
  • Users find the difficult setup of Cloudshot challenging as it requires significant effort to align with DevOps processes.

What Are Recent G2 Reviews of Cloudshot?

Zipher

When AI creates data workloads at scale, static compute infra can't keep up. Zipher's intelligent compute layer takes workloads from static to dynamic, unlocking growth for enterprise data teams.

Average Rating: 4.8/5.0

Total Reviews: 15

How Do G2 Users Rate Zipher?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.3/10)
  • Automation: 10.0/10 (Category avg: 8.6/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Usage Monitoring: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Zipher?

  • Seller: Zipher
  • Company Website:
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 67% Medium, 20% Large

What Do G2 Reviewers Say About Zipher?

AI-generated summary from verified user reviews

Pros
  • Users praise the cost efficiency of Zipher, noting significant savings on cloud infrastructure and job execution.
  • Users highlight the effortless setup of Zipher, making it easy to optimize jobs without hassle.
  • Users find Zipher to be an extremely easy-to-use solution with minimal ongoing attention required for maintenance.
  • Users value the efficiency of Zipher, achieving cost savings and improved workload stability effortlessly.
  • Users highlight the reliability of Zipher, noting improved performance and consistent cost efficiencies with minimal maintenance required.
Cons
  • Users find Zipher's missing features, like built-in dashboards and broader cost reduction, limit its overall effectiveness.
  • Users find the user experience lacking with Zipher, citing poor dashboard design and integration issues.
  • Users find the pricing model complex, making it difficult to understand the overall cost of Zipher.
  • Users find the integration issues with Zipher frustrating, hindering a smooth user experience and understanding of features.
  • Users feel the analytics are limited, craving more customization and deeper reporting options for better insights.

What Are Recent G2 Reviews of Zipher?

amnic.com

Amnic is a FinOps operating system designed to provide businesses with comprehensive visibility into their cloud spending through the use of advanced AI agents. This innovative solution enables teams to generate context-aware and role-specific cost insights, effectively bridging the gap between financial, business, and engineering contexts within modern cloud environments. By leveraging Amnic, organizations can foster accountability in cloud cost management, enhance cost allocation practices, and optimize their infrastructure spending. Targeted at a diverse audience that includes FinOps, DevOps, finance professionals, tech leadership, and management teams, Amnic addresses the unique challenges faced by organizations in managing cloud expenditures. As cloud environments become increasingly complex, the need for precise cost management has never been more critical. Amnic empowers teams to make informed decisions by providing them with the tools necessary to understand their cloud costs in real-time, ultimately leading to more strategic financial planning and resource allocation. One of the standout features of Amnic is its AI-driven capabilities, which allow users to interact with the system using natural language. This functionality enables teams to instruct AI agents to carry out routine cloud cost management tasks, significantly reducing the time spent on manual processes such as debugging costs or compiling intricate reports. By automating these tasks, Amnic ensures that cloud costs are not only managed effectively but also kept under control, freeing up valuable time for teams to focus on more strategic initiatives. Additionally, Amnic's ability to deliver role-specific insights means that different stakeholders can access the information most relevant to their responsibilities. This tailored approach enhances collaboration across departments, ensuring that all team members are aligned in their understanding of cloud spending and its implications. The result is a more cohesive strategy for managing cloud costs, leading to improved financial outcomes and operational efficiency. In summary, Amnic stands out in the FinOps landscape by combining AI technology with a user-friendly interface, enabling organizations to take charge of their cloud spending. By providing actionable insights and facilitating collaboration among various teams, Amnic not only simplifies cloud cost management but also drives accountability and informed decision-making across the organization.

Average Rating: 4.7/5.0

Total Reviews: 49

How Do G2 Users Rate amnic.com?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.3/10)
  • Automation: 8.6/10 (Category avg: 8.6/10)
  • Reporting: 9.3/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.3/10 (Category avg: 9.0/10)

Who Is the Company Behind amnic.com?

  • Seller: AMNIC INC
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Financial Services
  • Company Size: 47% Medium, 24% Small

What Do G2 Reviewers Say About amnic.com?

AI-generated summary from verified user reviews

Pros
  • Users value Amnic for its clarity and control in cost management, making budgeting and monitoring effortless and efficient.
  • Users value the intuitive interface and AI-driven recommendations from amnic.com for efficient cloud cost management and insights.
  • Users benefit from significant cost savings with Amnic, achieving reductions of over $60,000 on AWS spending.
  • Users value the real-time cost visibility from amnic.com, enhancing budget forecasting and smarter infrastructure decisions.
  • Users highlight the ease of use of Amnic, appreciating its intuitive interface and seamless setup process.
Cons
  • Users desire more customization options for reports and dashboards, enhancing their overall experience and functionality.
  • Users find the configuration confusion challenging, especially with role access and filter management requirements.
  • Users experience dashboard issues that require significant effort in setup and customization for optimal use.
  • Users note the limited cloud integration of amnic.com, which hampers their ability to implement multi-cloud strategies effectively.
  • Users find the poor documentation challenging, especially for advanced features like cost allocation and onboarding.

What Are Recent G2 Reviews of amnic.com?

Wiv

Wiv.ai is a FinOps automation platform built for enterprise scale. Designed for FinOps, CloudOps, and MSP teams, Wiv.ai turns cloud cost insights into real-time, automated action. No code required. From idle resource cleanup to policy enforcement and budget control, our platform helps organizations cut waste, improve performance, and operate more efficiently across hundreds of environments. Built for action, not just analysis, Wiv empowers teams to take control of cloud spend across even the most complex environments.

Average Rating: 4.9/5.0

Total Reviews: 22

How Do G2 Users Rate Wiv?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Automation: 9.2/10 (Category avg: 8.6/10)
  • Reporting: 9.1/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.6/10 (Category avg: 9.0/10)

Who Is the Company Behind Wiv?

  • Seller: Wiv
  • Company Website:
  • Year Founded: 2023
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications
  • Company Size: 73% Large, 18% Medium

What Do G2 Reviewers Say About Wiv?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless automation of Wiv, greatly enhancing efficiency in various operational workflows.
  • Users appreciate the ease of use of Wiv, enabling effortless automation and accessible workflows for everyone.
  • Users find Wiv's cost-saving automation effective, transforming manual efforts into continuous, automated cost optimization processes.
  • Users praise Wiv's responsive and proactive customer support, enhancing their overall experience and workflow efficiency.
  • Users value the seamless collaboration with Wiv, enhancing workflow efficiency and user engagement, even for non-technical staff.
Cons
  • Users find Wiv has a steep learning curve initially, especially for complex features, but benefits outweigh challenges.
  • Users express concerns over the limited customization options for dashboards and reports, impacting their user experience.
  • Users face a steep learning curve during onboarding, requiring time and expertise to effectively utilize Wiv's features.
  • Users find the poor UI design challenging, especially for new users navigating complex data flows and automations.
  • Users note a few software bugs in Wiv, but praise the fast and responsive customer support for fixes.

What Are Recent G2 Reviews of Wiv?

Usage AI

Usage AI is a cloud cost optimization and commitment management platform for FinOps and engineering teams using AWS, Microsoft Azure, and Google Cloud. It helps companies manage eligible Savings Plans, Reserved Instances, and Committed Use Discounts while adapting commitment coverage as usage changes. Automated commitment management Usage AI analyzes usage patterns, identifies savings opportunities, and manages supported commitments. Autopilot automates commitment purchases and management, while Copilot lets teams review and approve recommendations before purchase. Cashback protection for eligible underutilization Flex Insured Commitments provide Cashback protection for eligible unused committed value under the applicable agreement, helping teams manage the risk of changing cloud usage. Savings and coverage visibility Teams can review recommendations, monitor commitment coverage and utilization, and track savings across supported services through one platform. Setup without application changes Usage AI starts with read-only billing and usage access. Automated purchasing requires the appropriate commitment-purchase permissions. No agents or application code changes are required. Pricing based on savings Usage AI charges a percentage of the realized savings it generates, with no upfront platform fee. A savings assessment shows eligible opportunities, projected fees, and expected net savings before purchase.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Usage AI?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.3/10)
  • Automation: 9.7/10 (Category avg: 8.6/10)
  • Reporting: 9.3/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Usage AI?

Who Uses This Product?

  • Company Size: 60% Small, 30% Medium

What Are Recent G2 Reviews of Usage AI?

IBM Terraform (formerly HashiCorp Terraform)

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: 148

How Do G2 Users Rate IBM Terraform (formerly HashiCorp Terraform)?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.3/10)
  • Automation: 9.2/10 (Category avg: 8.6/10)
  • Reporting: 9.2/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.7/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Terraform (formerly HashiCorp Terraform)?

  • Seller: HashiCorp
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @hashicorp
    103,221 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,110 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Large, 31% Small

What Do G2 Reviewers Say About IBM Terraform (formerly HashiCorp Terraform)?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of IBM Terraform, enjoying seamless infrastructure management across multiple cloud providers.
  • Users appreciate the efficiency of IBM Terraform, streamlining infrastructure management across multiple cloud providers effortlessly.
  • Users value the automation capabilities of IBM Terraform, enhancing efficiency and reliability in infrastructure management across clouds.
  • Users benefit from automation efficiency with Terraform, streamlining infrastructure management across multiple cloud providers seamlessly.
  • Users appreciate the effortless infrastructure automation of IBM Terraform, enhancing consistency across multiple cloud providers.
Cons
  • Users find state file management challenging in Terraform, especially in collaborative settings that can lead to conflicts.
  • Users find data management issues with state files challenging, particularly in team settings due to potential conflicts.
  • Users find the steep learning curve challenging, especially for beginners dealing with complex configurations and state management.
  • Users find the learning difficulty significant, particularly with HCL and managing state files effectively.
  • Users often face merge conflicts in state file management, particularly in collaborative settings, complicating their workflows.

What Are Recent G2 Reviews of IBM Terraform (formerly HashiCorp Terraform)?

What Are G2 Users Discussing About IBM Terraform (formerly HashiCorp Terraform)?

Wring

Wring pools your cloud spend with peers to secure enterprise-level rebates automatically - no infrastructure changes, no long contracts - so you can save up to 40% and reinvest in what really counts.

Average Rating: 5.0/5.0

Total Reviews: 10

How Do G2 Users Rate Wring?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Automation: 9.8/10 (Category avg: 8.6/10)
  • Reporting: 9.4/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.8/10 (Category avg: 9.0/10)

Who Is the Company Behind Wring?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Wring?

Costory

Dashboards got cheap. Context didn't. Ask Claude "why did our AWS bill go up last week?" without Costory and you get 15 plausible answers. Ask it through Costory's MCP endpoint and you get one: the deploy, the team, the service, the baseline. That is the difference between a pipe to billing data and a context layer. Costory is the operator layer that normalizes spend across AWS, GCP, Azure, Datadog, OpenAI, and Anthropic, allocates it to teams, correlates it with deploys and incidents, and exposes it to your AI assistants and the tools your team already uses. Core capabilities: AI-generated Virtual Dimensions allocate spend to teams, products, and clients from day 1, without code changes or tag debt Event-correlated attribution links cost changes to deploys, incidents, and infrastructure events automatically MCP endpoint makes cost data queryable by Cursor, Claude, and Dust so your AI assistant becomes a FinOps expert Automated Slack digests (daily, weekly, monthly) delivered to each engineering team: what changed, why, and what to do next Unit economics, anomaly detection, 2 years of cost history, and integrations with Jira, Linear, Backstage, Datadog Pricing (flat, no percentage of cloud spend): Copilot: €250/month, up to €10M annual spend Copilot Pro: €1,000/month, up to €20M annual spend, hourly granularity, budget management, SAML and RBAC 14-day free trial. Setup in 30 minutes. No FinOps team required.

Average Rating: 4.8/5.0

Total Reviews: 16

How Do G2 Users Rate Costory?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Reporting: 9.2/10 (Category avg: 8.9/10)
  • Usage Monitoring: 9.3/10 (Category avg: 9.0/10)

Who Is the Company Behind Costory?

  • Seller: Costory
  • Year Founded: 2024
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 69% Medium, 19% Small

What Do G2 Reviewers Say About Costory?

AI-generated summary from verified user reviews

Pros
  • Users value the collaboration with Costory's responsive team, enhancing the overall experience and product evolution.
  • Users find Costory to be incredibly easy to use, allowing seamless management of cloud expenses with minimal effort.
  • Users highlight the responsive and helpful customer support of Costory, enhancing their overall experience and satisfaction.
  • Users value the data centralization of Costory, providing a unified view for effective cloud expense management.
  • Users value the responsive support from Costory, enhancing their experience with continuous product evolution and feedback integration.
Cons
  • Users note the missing features in Costory, highlighting the need for further development for a better experience.
  • Users find the interface complexity daunting initially, overshadowing the product's powerful capabilities.
  • Users find the interface complexity challenging initially, which can overshadow the product's true capabilities.
  • Users note navigation issues in Costory, particularly in early-stage features that need refinement and improvement.
  • Users note poor UI design elements, suggesting that improvements in colors and graph interactions are needed.

What Are Recent G2 Reviews of Costory?

Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated April 9, 2026