| 1 |
Microsoft Power BI |
|
10/10 |
1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 2 |
- Claude Haiku 5.5 (#1) Best overall value, deep Microsoft integration, and strong modeling with DAX.
- GPT-6 Luna (#1) Excellent value, broad integrations, and approachable self-service analytics for organizations of nearly any size.
- Gemini 4 Argon (#1) Unbeatable value, deep Excel integration, and enterprise-grade data modeling make it the industry standard.
- Qwen 3.8 Flash (#1) Dominant market share, deep Microsoft integration, best price-to-power ratio.
- GLM-5.3 (#1) Excellent value, tight Microsoft integration, deep capabilities for the price.
- Kimi K3 (#1) Best value, deep Microsoft integration, strong modeling, massive community.
- DeepSeek V4 Pro (#2) Best value, deep Excel/Azure integration, massive adoption, and rapid iteration.
- MiniMax M3 (#2) Best value BI tool with deep Microsoft ecosystem integration
- Mistral Large 4 (#2) Outstanding value and seamless Microsoft 365 integration.
- Nemotron 3 Ultra (#2) Best Microsoft ecosystem integration and value for enterprise
|
| 2 |
Tableau |
|
10/10 |
2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 |
- DeepSeek V4 Pro (#1) Gold standard for visual analytics, unmatched drag-and-drop exploration and storytelling.
- MiniMax M3 (#1) Gold standard for visual analytics and interactive dashboards
- Mistral Large 4 (#1) Best visual exploration and data storytelling for analysts.
- Nemotron 3 Ultra (#1) Industry-standard visual analytics platform with unmatched flexibility
- Claude Haiku 5.5 (#2) Unmatched visual analysis and polished, flexible dashboards for analysts.
- GPT-6 Luna (#2) Best-in-class visual exploration and polished dashboards, with a large community and mature ecosystem.
- Gemini 4 Argon (#2) Remains the gold standard for deep visual exploration and stunning interactive dashboards.
- Qwen 3.8 Flash (#2) Gold standard for visual analytics; unmatched exploration and community.
- GLM-5.3 (#2) Industry-leading visualization power and flexible exploration, though pricing is high.
- Kimi K3 (#2) Unmatched visual exploration flexibility and polish for analysts.
|
| 3 |
Looker |
|
10/10 |
3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 |
- Claude Haiku 5.5 (#3) Governed, code-based semantic modeling that scales well for data teams.
- GPT-6 Luna (#3) Strong governed metrics and embedded analytics, especially for teams already invested in Google Cloud.
- Gemini 4 Argon (#3) LookML semantic modeling ensures governed, consistent metrics across modern cloud data warehouses.
- DeepSeek V4 Pro (#3) Modern semantic modeling layer with LookML, great for embedded analytics.
- GLM-5.3 (#3) Strong governed metrics with LookML; best for data-driven enterprises.
- Kimi K3 (#3) Best governed semantic layer for consistent metrics at scale.
- MiniMax M3 (#3) Modern BI platform with powerful semantic modeling and SQL-based approach
- Mistral Large 4 (#3) Superior semantic layer for governed, scalable analytics.
- Nemotron 3 Ultra (#3) Modern semantic layer enables governed self-service analytics
|
| 4 |
Qlik Sense |
|
10/10 |
4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 4 |
- Qwen 3.8 Flash (#3) Powerful associative engine and strong data modeling capabilities.
- Claude Haiku 5.5 (#4) Powerful associative engine for exploring complex, multi-source data.
- GPT-6 Luna (#4) Flexible associative analytics helps users uncover relationships beyond predefined dashboard paths.
- Gemini 4 Argon (#4) Its associative engine uncovers hidden data relationships that traditional query-based tools miss.
- GLM-5.3 (#4) Unique associative engine enables fast, intuitive data exploration.
- Kimi K3 (#4) Powerful associative engine for exploring relationships across data.
- MiniMax M3 (#4) Strong associative engine for exploratory data discovery
- Mistral Large 4 (#4) Strong associative engine enables powerful self-service discovery.
- Nemotron 3 Ultra (#4) Associative engine powers unique exploratory data discovery
- DeepSeek V4 Pro (#5) Powerful associative engine reveals hidden relationships others miss.
|
| 5 |
Domo |
|
10/10 |
5 | 8 | 5 | 5 | 4 | 5 | 6 | 5 | 7 | 7 |
- DeepSeek V4 Pro (#4) All-in-one platform with strong ETL, social collaboration, and mobile-first design.
- Claude Haiku 5.5 (#5) Cloud-native platform with broad connectors and executive-friendly dashboards.
- Gemini 4 Argon (#5) All-in-one cloud platform with massive connector library and polished, mobile-first executive dashboards.
- Qwen 3.8 Flash (#5) Cloud-native platform with many prebuilt connectors for SMB/mid-market.
- GLM-5.3 (#5) Cloud-native, fast deployment, broad connectors for business users.
- MiniMax M3 (#5) Cloud-native platform with strong collaboration and data app features
- Kimi K3 (#6) Fast all-in-one cloud BI with strong connectors and collaboration.
- Mistral Large 4 (#7) Strong all-in-one platform with robust data integration.
- Nemotron 3 Ultra (#7) End-to-end cloud platform with strong executive dashboards
- GPT-6 Luna (#8) A broad cloud platform combines dashboards, data connectors, and operational workflows in one product.
|
| 6 |
Sisense |
|
9/10 |
6 | 7 | 9 | | 6 | 6 | 7 | 6 | 6 | 10 |
- Claude Haiku 5.5 (#6) Strong embedded analytics and handling of large, complex datasets.
- DeepSeek V4 Pro (#6) In-chip processing handles massive data on modest hardware; strong embedding.
- GLM-5.3 (#6) Powerful embedded analytics and ElastiCube engine for large datasets.
- MiniMax M3 (#6) Great for embedding analytics into custom applications at scale
- Mistral Large 4 (#6) Flexible embedded analytics with powerful fusion engine.
- GPT-6 Luna (#7) Flexible embedded analytics and customization make it a strong option for product-facing dashboards.
- Kimi K3 (#7) Strong embedded analytics and developer-friendly customization.
- Gemini 4 Argon (#9) Best-in-class developer tools and APIs for embedding white-labeled analytics directly into customer applications.
|
| 7 |
ThoughtSpot |
|
9/10 |
10 | 5 | 8 | | 9 | 8 | 5 | 10 | 5 | 5 |
- GPT-6 Luna (#5) Search-driven analytics makes it unusually easy for nontechnical users to ask questions of data.
- Kimi K3 (#5) Leading search-driven analytics for self-service business users.
- Mistral Large 4 (#5) Best-in-class search-driven analytics for business users.
- Nemotron 3 Ultra (#5) AI-driven search analytics for business user self-service
- Gemini 4 Argon (#8) Pioneering search-driven and AI-powered analytics lets non-technical users query data naturally.
- DeepSeek V4 Pro (#9) Search-driven analytics with AI that lets users query in plain language.
- Claude Haiku 5.5 (#10) Search-driven analytics that lets business users ask questions directly.
- MiniMax M3 (#10) AI-driven search-based analytics for business users
|
| 8 |
Metabase |
|
9/10 |
9 | 9 | 7 | 6 | 7 | | 8 | 8 | 8 | 9 |
- Qwen 3.8 Flash (#6) Easiest open-source self-hosted BI for non-technical teams.
- Gemini 4 Argon (#7) Fastest setup and cleanest interface for startups wanting self-service analytics without SQL barriers.
- DeepSeek V4 Pro (#7) Open-source simplicity, fast setup, and ideal for non-technical teams.
- Kimi K3 (#8) Best simple, affordable option for startups and small teams.
- MiniMax M3 (#8) Open-source favorite for quick, self-service dashboards
- Mistral Large 4 (#8) Top open-source choice with excellent ease of setup.
- Claude Haiku 5.5 (#9) Open-source, quick to deploy, and approachable for non-technical users.
- GPT-6 Luna (#9) Simple setup and approachable querying offer a compelling open-source-friendly choice for smaller teams.
- Nemotron 3 Ultra (#9) Open-source simplicity for quick internal BI deployment
|
| 9 |
Sigma |
|
4/10 |
| 6 | 6 | | | | 9 | | | 8 |
- GPT-6 Luna (#6) Spreadsheet-like exploration paired with cloud warehouse scale makes analytics accessible to business teams.
- Gemini 4 Argon (#6) Spreadsheet interface directly on cloud data warehouses empowers business users without sacrificing governance.
- Nemotron 3 Ultra (#8) Spreadsheet interface on cloud data warehouses for analysts
|
| 10 |
Google Looker Studio |
|
6/10 |
7 | | | 8 | 10 | 7 | | 9 | 10 | |
- Claude Haiku 5.5 (#7) Free, easy dashboarding that connects smoothly to Google data sources.
- GLM-5.3 (#7) Free and simple; great dashboards for marketing and web data.
- Qwen 3.8 Flash (#8) Free, ubiquitous for Google-stack reporting; huge adoption via Looker Studio.
- MiniMax M3 (#9) Free, accessible tool ideal for marketing and Google data sources
- DeepSeek V4 Pro (#10) Free, tightly integrated with Google ecosystem, surprisingly capable.
- Mistral Large 4 (#10) Best free option for simple dashboards and marketing.
|
| 11 |
Mode |
|
3/10 |
| | | | | | 10 | 7 | | 6 |
- Nemotron 3 Ultra (#6) SQL-first notebook approach bridges analysts and stakeholders
|
| 12 |
Zoho Analytics |
|
3/10 |
8 | | | | 8 | 9 | | | | |
- DeepSeek V4 Pro (#8) Affordable, solid AI assistant, and broad connector library for SMBs.
- GLM-5.3 (#9) Affordable, easy blending and reporting for SMBs.
|
| 13 |
Grafana |
|
1/10 |
| | | 7 | | | | | | |
- Qwen 3.8 Flash (#7) Best-in-class for observability/time-series dashboards, massive open-source base.
|
| 14 |
Amazon QuickSight |
|
2/10 |
| 10 | | 9 | | | | | | |
- Qwen 3.8 Flash (#9) Native AWS choice with serverless scaling and ML insights.
- GPT-6 Luna (#10) Cost-effective, serverless dashboards fit naturally with AWS data and identity services.
|
| 15 |
SAP Analytics Cloud |
|
1/10 |
| | | | | | | | 9 | |
|