# Best Analytics Platforms - Page 14

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 371

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 28,900+ Authentic Reviews
- 371+ 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 Analytics Platforms
 ![G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### Cloudera

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=620&secure%5Bchosen_at%5D=2026-08-13T07%3A28%3A28Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1886&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%3FhsCtaTracking%3D76bec9ed-558b-4697-a949-b00c84b80c33%257C795f69aa-f982-41ea-80c6-ff307868c253%26page%3D14&secure%5Btoken%5D=e14d2de45f6467cd3aae66239b4663a40f7fc435c7516d02f6e3171776560ba9&secure%5Burl%5D=https%3A%2F%2Fwww.cloudera.com%2Fproducts%2Fcloudera-data-platform%2Fcdp-demos.html%3Finternal_link%3Dp18%23get-started&secure%5Burl_type%5D=custom_url)

### [Altair Analytics Workbench](https://www.g2.com/products/altair-analytics-workbench/reviews)

Altair Analytics Workbench® is a versatile, visual, multi-language integrated development environment that unifies the SAS language, Python, R, and SQL into a single tool. It offers a sophisticated coding environment for developing models and programs, supporting multi-language coding without the need for third-party licenses or software. This platform provides the fastest route to incorporating open-source tools into existing SAS language environments, enabling users to extract, transform, and analyze data from various sources efficiently. Key Features: - Robust Coding Environment: A modern IDE that allows users to create, maintain, and run programs, focusing on SAS language and Python programming, while seamlessly integrating SQL and R code. - Visual Workflow Environment: Interactive drag-and-drop blocks enable users to build workflows for data retrieval, blending, preparation, and machine learning model development without writing code. - Data Access and Preparation: Access virtually any data source, including cloud services, Hadoop, data warehouses, databases, and various file formats, with tools to clean, filter, and enrich data. - Data Exploration: Advanced tools for data profiling, graphing, and decision trees facilitate insights into complex datasets. - Local and Remote Processing: Develop and run models and programs on various infrastructures, including cloud, on-premises, and hybrid environments. Primary Value and Solutions: Altair Analytics Workbench empowers users of all skill levels by providing a unified platform for data connection, preparation, discovery, and modeling. It eliminates the need for multiple toolsets, thereby reducing costs and improving productivity. The platform allows organizations to maintain existing SAS language programs while seamlessly integrating open-source components, bridging the gap between traditional and modern analytics environments. By offering both visual workflows for non-coders and a sophisticated coding environment for experts, it addresses the diverse needs of data engineers, analysts, and scientists, facilitating efficient and collaborative data analysis processes.

**Average Rating:** 3.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Altair Analytics Workbench?

- **Seller:** [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)
- **Year Founded:** 1985
- **HQ Location:** Troy, MI
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc40bf531df2ca2bbac9a40324b3bf94e73c14f7ec2b90b9b64c29defbdba7b7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F8323%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,774 employees on LinkedIn®
- **Ownership:** NASDAQ:ALTR
- **Total Revenue (USD mm):** $458

#### Who Uses This Product?

- **Company Size:** 100% Small

### [Analytics Intelligence [AI] Platform](https://www.g2.com/products/analytics-intelligence-ai-platform/reviews)

Analytics Intelligence is a web analytics software that helps customers improve data analysis, enhance decision making, and optimize digital services.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Analytics Intelligence [AI] Platform?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Analytics Intelligence [AI] Platform?

- **Seller:** [Analytics Intelligence](https://www.g2.com/sellers/analytics-intelligence)
- **Year Founded:** 1990
- **HQ Location:** Lagos, NG
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ce4a17009740a5e07513a68af826e11af5073dbca5eb623451da3b653464a28a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvirtual-analyst%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Analytics Intelligence [AI] Platform?

**["myData is a great tool to use when preparing and transforming data to get useful insights"](https://www.g2.com/survey_responses/analytics-intelligence-ai-platform-review-7421170)**

**Rating:** 4.5/5.0 stars

_— Kamohelo M._

[Read full review](https://www.g2.com/survey_responses/analytics-intelligence-ai-platform-review-7421170)

### [Analytics Model](https://www.g2.com/products/analytics-model/reviews)

Analytics Model is an AI-driven analytics platform that empowers everyone to generate personalized insights, enabling informed decision-making and actionable outcomes.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Analytics Model?

- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Analytics Model?

- **Seller:** [Analytics Model](https://www.g2.com/sellers/analytics-model)
- **Year Founded:** 2023
- **HQ Location:** Tel Aviv, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e569753d65a6a3f2974d7ef643f5b30a9304a4fb3348a6b84995acbac2391f2f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanalytics-model-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Analytics Model?

**["Highly recommended: instant insights without analysts"](https://www.g2.com/survey_responses/analytics-model-review-11391243)**

**Rating:** 5.0/5.0 stars

_— Verified User in Management Consulting_

[Read full review](https://www.g2.com/survey_responses/analytics-model-review-11391243)

### [askR.ai](https://www.g2.com/products/askr-ai/reviews)

askR.ai is conversational data-assistant. You have data but you don’t like the technical process to access the answers? Let askR.ai search the information you need. Simply ask your question in plain english and our artificial intelligence will give you the answers: tab, graph, numbers, etc. It explores and gathers data from your databases to generate the information you need within seconds. Your data assistant will also suggest additional analysis based on your recent questions.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate askR.ai?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind askR.ai?

- **Seller:** [askR.ai](https://www.g2.com/sellers/askr-ai)
- **Year Founded:** 2017
- **HQ Location:** Paris, FR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=569af2ee26f40e2edb78be3e9a9babe5f4aee621c155d93648406fd2c281ddcf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faskr_ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of askR.ai?

**["An AI Tool to make Data Actionable"](https://www.g2.com/survey_responses/askr-ai-review-8193463)**

**Rating:** 4.5/5.0 stars

_— Dina S._

[Read full review](https://www.g2.com/survey_responses/askr-ai-review-8193463)

### [C5i Discovery](https://www.g2.com/products/c5i-discovery/reviews)

Augmented analytics platform powered by generative AI to drive decision intelligence through personalized, actionable insights and using conversational AI to foster adoption and decision-first culture. Enterprises, globally, are in different states of maturity in their analytics journey and continually investing on BI and analytics. What is missing then? Lack of adoption and impact on business makes the journey devoid of ROI. C5i Discovery is here to turn the situation around by providing simple, smart and speedy ways of getting insights and making decisions. In action, C5i Discovery has delivered business impacts like: 2X increase in speed to contextual ecommerce insights 34% reduction in finished goods waste due to stales and damages 86% automation of brand performance reporting 57% reduction of time-to-insights for sales performance Augmented analytics capabilities of Discovery help businesses at various stages of decision making with: • Descriptive analytics (connected insights) • Diagnostic analytics (anomaly detection & causal) • Predictive analytics (early warning signals and forecasting) • Prescriptive analytics (impact assessment, recommendations and scenario planning).

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate C5i Discovery?

- **Steps to Answer:** 6.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind C5i Discovery?

- **Seller:** [C5i](https://www.g2.com/sellers/c5i)
- **Year Founded:** 2000
- **HQ Location:** Edison, New Jersey, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d47fe665a0fed7b3994a86ce63cfc6e3f323c63487b0da616f955db3b5b8a126&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fc5i-ai&secure%5Burl_type%5D=linkedin_company_website)  
1,481 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

#### What Are Recent G2 Reviews of C5i Discovery?

**["Augmented software to manage e-commerce end to end analytics"](https://www.g2.com/survey_responses/c5i-discovery-review-8847906)**

**Rating:** 4.5/5.0 stars

_— Pankaj G._

[Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-8847906)

**["Course5 Discovery: A Comprehensive Learning Experience"](https://www.g2.com/survey_responses/c5i-discovery-review-7601273)**

**Rating:** 5.0/5.0 stars

_— Deepak K._

[Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-7601273)

### [Clarista](https://www.g2.com/products/clarista/reviews)

Clarista is an enterprise AI platform that connects, governs, amplifies, and answers questions from data. It seamlessly integrates any data source including cloud, on-premise, and CSVs in real-time without copying or warehousing data. Clarista applies advanced AI and machine learning to turn raw data into an analytical resource, enabling users to ask complex questions. The platform provides context intelligence by continuously learning from data, language, and expert feedback to deliver tailored answers. Clarista is: - a Data Fabric for integrating data from diverse data sources without copying/moving/storing data (virtual data lake/warehouse) a GenAI Assistant for business users to ask question in natural language across all of their data to generate on-demand Data insights in real-time. Business benefits: - Increased productivity for Data teams, MIS/Reporting teams, Analytics teams. - Real-time data insights for decision-makings with business context. - Data and information is available to Data-driven managers quickly and economically. They are now not limited by KPIs and charts available in reports and dashboards.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Clarista?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Clarista?

- **Seller:** [Clarista](https://www.g2.com/sellers/clarista)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=607cf52e5ad5d65c3113565fec33b6c8a28a4c6da82f37dcb28a19353ffb8696&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclarista%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Clarista?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of integration** with Clarista, benefiting from its cloud-agnostic flexibility and supportive pricing.
- Users appreciate the **ease of use** of Clarista, significantly saving developer time and costs.
- Users value the **ease of integration** with Clarista, benefiting from its flexible and cloud-agnostic features.
- Users value the **ease of integration** with Clarista, appreciating its cloud-agnostic capabilities and flexibility.
- Users value the **cost-saving benefits** of Clarista, appreciating its ease of use and efficiency with existing models.

#### What Are Recent G2 Reviews of Clarista?

**["Quick ROI"](https://www.g2.com/survey_responses/clarista-review-10389003)**

**Rating:** 4.0/5.0 stars

_— Pankaj S._

[Read full review](https://www.g2.com/survey_responses/clarista-review-10389003)

**["It is one of the best product I have come across in this category."](https://www.g2.com/survey_responses/clarista-review-10387784)**

**Rating:** 4.5/5.0 stars

_— Verified User in Consulting_

[Read full review](https://www.g2.com/survey_responses/clarista-review-10387784)

### [Cliff.ai](https://www.g2.com/products/cliff-ai/reviews)

World's first Business Reliability Platform- track unexpected changes in your metrics without having to set up dashboards or complex data pipelines

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Cliff.ai?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 6.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 6.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Cliff.ai?

- **Seller:** [WorkBoard](https://www.g2.com/sellers/workboard)
- **Year Founded:** 2013
- **HQ Location:** Redwood City, CA
- **Twitter:** @WorkboardInc  
2,455 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=44039601a15ad8893b20582b621be61a6b6b4c482995b7d6981bb522e2a60fa3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3560537%2F&secure%5Burl_type%5D=linkedin_company_website)  
97 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Cliff.ai?

**["It's easy to track anything you want. I love cliff.ai"](https://www.g2.com/survey_responses/cliff-ai-review-6778905)**

**Rating:** 4.0/5.0 stars

_— Ashvin R._

[Read full review](https://www.g2.com/survey_responses/cliff-ai-review-6778905)

### [Cognyte](https://www.g2.com/products/cognyte/reviews)

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**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Cognyte?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Cognyte?

- **Seller:** [Cognyte Software Ltd.](https://www.g2.com/sellers/cognyte-software-ltd)
- **HQ Location:** Herzliya, Tel Aviv District, Israel
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=97ff5bcb27a98efe56337e9bde2f019dba0d377db84350105ba2990b7fda8f09&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcognyte&secure%5Burl_type%5D=linkedin_company_website)  
1,495 employees on LinkedIn®
- **Ownership:** NASDAQ: CGNT

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Cognyte?

**["Cognyte for Security"](https://www.g2.com/survey_responses/cognyte-review-9227165)**

**Rating:** 4.5/5.0 stars

_— Sunil K._

[Read full review](https://www.g2.com/survey_responses/cognyte-review-9227165)

### [CORAS](https://www.g2.com/products/coras/reviews)

CorasWorks Idea & Innovation Management is an end-to-end solution that provides a rich, web experience for idea capture and collaboration, along with structured review, evaluation, and approval, and, the ability to integrate with activities that drive execution.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind CORAS?

- **Seller:** [CORASCloud, Inc.](https://www.g2.com/sellers/corascloud-inc)
- **Year Founded:** 2003
- **HQ Location:** McLean, US
- **Twitter:** @CorasWorks  
328 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38b8ac8d852351add0c0bd5f32a929bc06a78eaf722195b325d0197f27c1bcd8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthinkcoras%2F&secure%5Burl_type%5D=linkedin_company_website)  
71 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of CORAS?

**["Value for Money and Affordable Tool"](https://www.g2.com/survey_responses/coras-review-7425344)**

**Rating:** 4.5/5.0 stars

_— Navneet K._

[Read full review](https://www.g2.com/survey_responses/coras-review-7425344)

### [Crux Intelligence](https://www.g2.com/products/crux-intelligence/reviews)

Crux Intelligence enables users across an entire organization to access all their data and quickly obtain intelligent insights around their core business KPIs, empowering them to make informed decisions, easier and faster. Our AI-powered, voice enabled platform allows users to easily interact with their data by asking questions in natural language. It proactively surfaces relevant insights at the user level – learning what’s important to them - even before additional questions are asked. Gone are the days of one-size-fits-all dashboards. Built mobile-first, with a focus on intuitive navigation and simplistic design, we make it equally as easy for analysts to find the needle in the haystack as well as for decision makers to see topline KPI performance. No time-consuming training needed to get started. We’ve worked collaboratively with the world’s largest brands around the globe - including Reckitt Benckiser, Mondelez, IDFC and DFA - to foster and advance data-driven cultures. Let us help you do the same!

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Crux Intelligence?

- **Seller:** [Fractal Analytics Inc.](https://www.g2.com/sellers/fractal-analytics-inc)
- **Year Founded:** 2016
- **HQ Location:** New York City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4a5384c55e460a2310681cc98360ba26d3041138ebe3a317baa3d89026dac2a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F77827870&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Crux Intelligence?

**["One of the best performance tracker and recommendation provider for sales engagement team"](https://www.g2.com/survey_responses/crux-intelligence-review-7178903)**

**Rating:** 5.0/5.0 stars

_— Biswajeet S._

[Read full review](https://www.g2.com/survey_responses/crux-intelligence-review-7178903)

### [Delphi](https://www.g2.com/products/delphi-data-labs-delphi/reviews)

Delphi is an advanced intelligence dashboard designed to provide comprehensive, asset-level data across key sectors driving the energy transition, including hydrogen, carbon capture, utilization and storage (CCUS), methanol, bio-/synfuels, and ammonia. By aggregating and structuring vast amounts of information, Delphi offers users a clear and actionable view of project pipelines, competitive landscapes, and technology trends, enabling informed decision-making in rapidly evolving decarbonization markets. Key Features and Functionality: - Global Decarbonization Landscape: Delphi tracks over 8,000 projects worldwide, offering interactive maps that display where capacities are being built and where investments are concentrating. - Pipeline Analytics & FID Tracker: The platform monitors projects from announcement through final investment decision (FID) to operation, highlighting which initiatives are progressing, stalled, or canceled. - Competitor & Company Intelligence: Delphi enables benchmarking of companies across the decarbonization landscape, comparing project portfolios, technology choices, partnerships, and geographic footprints. - Live Forecasts & Market Signals: Users have access to continuously updated projections and real-time market signals, replacing static reports with dynamic forecasts. Primary Value and Solutions Provided: Delphi addresses the challenge of fragmented and overwhelming data in the decarbonization sector by transforming it into structured, actionable intelligence. This empowers organizations to make strategic decisions with confidence, optimize investment strategies, and stay ahead in competitive markets. By offering real-time insights and comprehensive analytics, Delphi facilitates efficient capital allocation and supports the acceleration of the global energy transition.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Delphi?

- **Seller:** [Delphi Data Labs](https://www.g2.com/sellers/delphi-data-labs)
- **Year Founded:** 2021
- **HQ Location:** Vienna, AT
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d45a137e62396d3d4d60685555a8dd81b2867c6cb4cf7a23265fe61555b23645&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fdelphidata%2F&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Delphi?

**["Quick adaptation to new markets"](https://www.g2.com/survey_responses/delphi-review-12553114)**

**Rating:** 4.5/5.0 stars

_— Verified User in Machinery_

[Read full review](https://www.g2.com/survey_responses/delphi-review-12553114)

### [Dynamic AI Enterprise](https://www.g2.com/products/dynamic-ai-enterprise/reviews)

Dynamic AI features a unique database access and automated intelligence delivery system, design system, data integration features, application integration capability, 100% thin-client, web browser-based support, and affordability.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Dynamic AI Enterprise?

- **Seller:** [Dynamic AI](https://www.g2.com/sellers/dynamic-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Dynamic AI Enterprise?

**["Dynamic AI Enterprise is Powerful Tool"](https://www.g2.com/survey_responses/dynamic-ai-enterprise-review-8600878)**

**Rating:** 5.0/5.0 stars

_— Anushka R._

[Read full review](https://www.g2.com/survey_responses/dynamic-ai-enterprise-review-8600878)

### [Enhanza](https://www.g2.com/products/enhanza/reviews)

Enhanza is a business-analytics tool, and more — it’s a smart partner for turning your data chaos into clarity. At its heart, Enhanza empowers companies to look beyond accounting and truly understand what’s happening under the surface of their operations all embedded in one smart software. By standardizing data with a new unified data model, you don’t need to learn the quirks of each platform — instead, you can focus on real analysis, not data wrangling.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Enhanza?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Enhanza?

- **Seller:** [Enhanza](https://www.g2.com/sellers/enhanza)
- **Year Founded:** 2010
- **HQ Location:** Täby, SE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c649d43d5b062ae0846921bdada114128c2e7acc25989d84b5b0fe01742d4bd5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3234499%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Enhanza?

**["Fast, Supportive Team with Fantastic Built-In Connections"](https://www.g2.com/survey_responses/enhanza-review-13089518)**

**Rating:** 5.0/5.0 stars

_— Fredrik N._

[Read full review](https://www.g2.com/survey_responses/enhanza-review-13089518)

### [eQube® Analytics Suite](https://www.g2.com/products/eqube-analytics-suite/reviews)

The eQube® Analytics Suite is an Analytics and Business Intelligence platform designed to empower end users with analytics capabilities. It processes streaming data, Big Data, and Data Lakes, providing a unified view across various data sources and core business systems (PLM, ERP, MRO, Supply Chain Asset Management, Logistics, ALM, etc.) to derive critical insights. The platform incorporates advanced analytics, including Machine Learning and Advanced Statistical techniques, along with Automated Data Discovery, to expedite data discovery, identify patterns, similarities, and enhance data quality. The eQube® Analytics Suite consists of 3 product offerings: eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler).

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### Who Is the Company Behind eQube® Analytics Suite?

- **Seller:** [eQ Technologic](https://www.g2.com/sellers/eq-technologic)
- **Year Founded:** 2000
- **HQ Location:** Costa Mesa, US
- **Twitter:** @1eQTechnologic  
58 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bd4dc1c93c36c83f97392c633c94c65c80295dc9f07432c7935d0592e6ab0d8c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feq-technologic&secure%5Burl_type%5D=linkedin_company_website)  
916 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of eQube® Analytics Suite?

**["Serves the role of powerful BI"](https://www.g2.com/survey_responses/eqube-analytics-suite-review-8759299)**

**Rating:** 5.0/5.0 stars

_— Abhishek P._

[Read full review](https://www.g2.com/survey_responses/eqube-analytics-suite-review-8759299)

### [Evidence](https://www.g2.com/products/evidence-evidence/reviews)

Evidence is an open source framework for building data products with SQL - things like reports, decision-support tools, and embedded dashboards. It's a code-driven alternative to drag-and-drop BI tools.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Evidence?

- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Evidence?

- **Seller:** [Evidence](https://www.g2.com/sellers/evidence)
- **Year Founded:** 2021
- **HQ Location:** Toronto, CA
- **Twitter:** @evidence\_dev  
2,271 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a2b5a9a3a6a65b96973d5375f400a103d5ecad9819cccda0ad96b77eb8c29030&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fevidence-dev%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Evidence?

**["Evidence provides immediate and subtle personal interaction with the client"](https://www.g2.com/survey_responses/evidence-review-8525313)**

**Rating:** 5.0/5.0 stars

_— Murilo C._

[Read full review](https://www.g2.com/survey_responses/evidence-review-8525313)

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[Browse Analytics Platforms Themes](/categories/analytics-platforms/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated July 2, 2025

Analytics platforms provide a tool set for businesses to transform raw data into meaningful, actionable insights. They enable organizations to explore data, uncover trends, forecast future outcomes, and support informed decision making.

Unlike tools limited to reporting on past performance, analytics platforms often include advanced capabilities such as predictive modeling, statistical analysis, and machine learning (ML). These platforms are designed to be flexible and scalable, supporting a wide range of use cases across the business.

These platforms are used in nearly every business function, from marketing and sales to finance, operations, and HR, supporting both strategic planning and day-to-day performance monitoring. From data analysts and scientists to business stakeholders and executives, analytics platforms are used by a wide range of personas. While analysts focus on exploring data and generating insights, self-service tools now enable non-technical users to interact directly with data. IT teams support platform integration and security, reflecting the growing push to democratize data access and embed analytics into daily decision-making across the organization.

Analytics platforms support critical functions such as data blending and modeling, enabling users to combine data from diverse sources and build robust, interconnected data models. The visual outputs — dashboards, reports, and interactive charts — help users explore trends, drill down into granular details, and communicate insights clearly.

Unlike standalone data visualization tools, which are limited to presenting information, analytics platforms encompass the full analytical workflow. Many also offer advanced capabilities such as embedded analytics, natural language query, and augmented analytics, which leverage ML to automate insight discovery and make data exploration more accessible to a broader audience.

Analytics platforms and [business intelligence (BI) software](https://www.g2.com/categories/business-intelligence) often work in tandem to support data-driven organizations. While BI tools focus on tracking and reporting historical performance through dashboards and key performance indicators (KPI), analytics platforms provide broader capabilities that support exploratory analysis and strategic planning. BI answers "what happened," while analytics platforms help users understand why it happened and what might happen next. Rather than replacing BI, analytics platforms complement it by enabling deeper insights and empowering a wider range of users across the organization.

To qualify for inclusion in the Analytics Platforms category, a product must:

- Ingest and integrate data from a wide range of structured and semi-structured sources
- Prepare and transform data using built-in tools for cleaning, enrichment, and formatting
- Support connections to diverse data sources, including file uploads, databases, application programming interfaces (API), and SaaS apps
- Enable users to model data relationships, join datasets, and explore data interactively
- Offer tools to build meaningful business reports, dashboards, and visualizations
- Allow creation and sharing of internal analytics applications or embedded insights across teams

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