| 1 |
Power BI |
|
10/10 |
1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 |
- Claude Haiku 5.5 (#1) Best overall value, deep Microsoft integration, and strong modeling with DAX.
- GPT-6 Luna (#1) Best balance of capability, usability, ecosystem integration, and value for most organizations.
- Gemini 4 Argon (#1) Unbeatable value, deep ecosystem integration, and massive enterprise feature velocity.
- Qwen 3.8 Flash (#1) Dominant market share, Microsoft ecosystem integration, low entry cost.
- GLM-5.3 (#1) Best value, deep Excel/Office integration, strong modeling at low cost
- Kimi K3 (#1) Dominant market leader, seamless Microsoft integration, unbeatable value per dollar.
- MiniMax M3 (#1) Deep Excel integration, strong DAX, great value at low cost.
- DeepSeek V4 Pro (#2) Best overall: deep Excel integration, massive user base, and unbeatable price-to-capability ratio.
- Mistral Large 4 (#2) Unbeatable value and deep Microsoft 365 integration for enterprise users.
- Nemotron 3 Ultra (#2) Best overall for Microsoft-centric orgs, strong viz & pricing
|
| 2 |
Tableau |
|
10/10 |
2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 |
- DeepSeek V4 Pro (#1) Gold standard for visual analytics and exploratory dashboards with stunning design.
- Mistral Large 4 (#1) Best-in-class data visualization and self-service analytics with intuitive drag-and-drop.
- Nemotron 3 Ultra (#1) Market-leading visual analytics, deep flexibility for analysts
- Claude Haiku 5.5 (#2) Industry-leading visualization and exploratory analysis with a polished interface.
- GPT-6 Luna (#2) Excellent visual analytics and exploration, with a mature platform and broad user community.
- Gemini 4 Argon (#2) The gold standard for visual analytics, deep data exploration, and dashboard flexibility.
- Qwen 3.8 Flash (#2) Gold standard for visual analytics; strong enterprise adoption and community.
- GLM-5.3 (#2) Industry-leading visual analytics and interactivity for serious analysis
- Kimi K3 (#2) Best-in-class visualization and exploration, gold standard for analysts.
- MiniMax M3 (#2) Best-in-class visualizations, intuitive drag-and-drop analytics.
|
| 3 |
Looker |
|
10/10 |
3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 |
- Claude Haiku 5.5 (#3) Governed, code-based semantic modeling suits data teams building consistent metrics.
- GPT-6 Luna (#3) Strong governed metrics and embedded analytics, especially for teams invested in Google Cloud.
- DeepSeek V4 Pro (#3) Modern semantic modeling layer excels for cloud-native, data-driven product teams.
- GLM-5.3 (#3) Semantic modeling layer and governed metrics, great for data-driven teams
- Kimi K3 (#3) Strong semantic modeling layer, ideal for governed, scalable data teams.
- MiniMax M3 (#3) Modern LookML modeling, cloud-native, strong governance.
- Mistral Large 4 (#3) Powerful semantic modeling layer and strong SQL-based data exploration.
- Nemotron 3 Ultra (#3) Modern semantic layer, embedded analytics, Google Cloud native
- Gemini 4 Argon (#4) Best-in-class semantic modeling layer for governed, modern cloud data warehouse stacks.
- Qwen 3.8 Flash (#4) Governed semantic modeling backed by Google Cloud; strong embedded story.
|
| 4 |
Qlik Sense |
|
10/10 |
4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 6 | 4 |
- Gemini 4 Argon (#3) Unique associative engine enables unmatched free-form data exploration across complex datasets.
- Qwen 3.8 Flash (#3) Powerful associative engine and flexible scripting for complex data models.
- Claude Haiku 5.5 (#4) Powerful associative engine for flexible exploration of complex datasets.
- GPT-6 Luna (#4) Flexible associative analytics helps users uncover relationships beyond predefined dashboards.
- DeepSeek V4 Pro (#4) Unique associative engine delivers instant, flexible data discovery without query limits.
- GLM-5.3 (#4) Associative engine enables flexible, unguided data exploration
- Kimi K3 (#4) Associative engine enables unique data discovery beyond SQL-based tools.
- Nemotron 3 Ultra (#4) Associative engine, self-service discovery, strong governed BI
- MiniMax M3 (#5) Associative engine, powerful AI insights, flexible analytics.
|
| 5 |
Domo |
|
9/10 |
5 | 6 | 5 | 5 | 5 | 6 | 6 | | 7 | 6 |
- Claude Haiku 5.5 (#5) Cloud-native platform with broad connectors and easy dashboard sharing.
- Gemini 4 Argon (#5) All-in-one cloud platform with exceptional executive dashboards and massive connector library.
- Qwen 3.8 Flash (#5) Cloud-native platform with fast deployment and broad connector library.
- DeepSeek V4 Pro (#5) All-in-one platform with strong embedded analytics and pre-built connectors for execs.
- GPT-6 Luna (#6) Combines dashboards, data connections, and operational workflows in a polished cloud platform.
- GLM-5.3 (#6) Fast cloud deployment with connectors and strong dashboards
- Kimi K3 (#6) Fast deployment, strong connectors, excellent for executive dashboards.
- Nemotron 3 Ultra (#6) Cloud-native, executive dashboards, 1000+ connectors
- Mistral Large 4 (#7) All-in-one cloud platform with hundreds of pre-built connectors.
|
| 6 |
ThoughtSpot |
|
10/10 |
7 | 5 | 6 | 7 | 10 | 7 | 5 | 8 | 4 | 5 |
- Mistral Large 4 (#4) AI-powered search analytics makes data accessible to non-technical users.
- GPT-6 Luna (#5) Search- and AI-driven analytics make self-service exploration approachable for business users.
- Kimi K3 (#5) Search-driven analytics genuinely democratizes data for non-technical users.
- Nemotron 3 Ultra (#5) Search-driven analytics, AI-powered natural language queries
- Gemini 4 Argon (#6) Pioneering search-driven and AI-powered analytics for non-technical business users.
- Claude Haiku 5.5 (#7) Search-driven analytics that lets business users ask natural-language questions.
- Qwen 3.8 Flash (#7) Leader in AI-driven search-based analytics with natural language queries.
- GLM-5.3 (#7) Search-based analytics and AI answers for nontechnical users
- MiniMax M3 (#8) AI-driven search analytics, fast ad-hoc insight discovery.
- DeepSeek V4 Pro (#10) Search-driven analytics with AI-powered natural language querying for non-technical users.
|
| 7 |
Sisense |
|
10/10 |
6 | 8 | 7 | 8 | 6 | 5 | 7 | 6 | 5 | 7 |
- GLM-5.3 (#5) Powerful embedded analytics and developer-friendly APIs
- Mistral Large 4 (#5) Flexible embedded analytics with strong customization for SaaS products.
- Claude Haiku 5.5 (#6) Strong at embedding analytics and handling large, complex data models.
- DeepSeek V4 Pro (#6) In-chip processing handles massive datasets; ideal for embedding into products.
- MiniMax M3 (#6) Embedded analytics strength, scalable data modeling.
- Gemini 4 Argon (#7) Leading choice for embedding customizable analytics directly into customer-facing applications.
- Kimi K3 (#7) Powerful embedded analytics and customization for product teams.
- Nemotron 3 Ultra (#7) Embedded analytics focus, elasticubes handle complex data
- GPT-6 Luna (#8) A compelling option for embedding analytics directly into customer-facing products.
- Qwen 3.8 Flash (#8) Embeddable analytics favorite for SaaS products; strong API flexibility.
|
| 8 |
Metabase |
|
4/10 |
| | | | 7 | | 9 | 7 | | 8 |
- DeepSeek V4 Pro (#7) Open-source simplicity makes it the fastest path to sharing internal analytics.
- MiniMax M3 (#7) Open-source, simple setup, great for small teams.
- Nemotron 3 Ultra (#8) Open-source, SQL-friendly, great for startups & dev teams
- Kimi K3 (#9) Open-source, simple, fast setup, best for startups and SMBs.
|
| 9 |
Amazon QuickSight |
|
3/10 |
| 7 | 8 | 6 | | | | | | |
- Qwen 3.8 Flash (#6) Cheap, scalable BI tightly integrated with AWS infrastructure.
- GPT-6 Luna (#7) Cost-effective, scalable choice for organizations centered on AWS.
- Gemini 4 Argon (#8) Serverless architecture and pay-per-session pricing make it ideal for AWS-heavy organizations.
|
| 10 |
MicroStrategy |
|
5/10 |
8 | 10 | | | 9 | 10 | | | 8 | |
- Claude Haiku 5.5 (#8) Robust enterprise reporting and governance for large, regulated organizations.
- Mistral Large 4 (#8) Enterprise-grade governance and massive-scale reporting infrastructure.
- GPT-6 Luna (#10) Powerful enterprise reporting and semantic modeling for complex, large-scale deployments.
- GLM-5.3 (#10) Enterprise-grade governance, scale, and mobile BI
|
| 11 |
Mode |
|
3/10 |
| | | | | | 10 | 4 | | 10 |
- MiniMax M3 (#4) SQL + Python notebooks, collaborative analytics for data teams.
- Nemotron 3 Ultra (#10) Analyst-first, SQL/Python/R notebooks, collaborative reports
|
| 12 |
Zoho Analytics |
|
4/10 |
9 | | 10 | | 8 | 8 | | | | |
- DeepSeek V4 Pro (#8) Surprisingly capable self-service BI at a fraction of typical enterprise pricing.
- GLM-5.3 (#8) Affordable, easy BI for small and midsize businesses
|
| 13 |
Sigma |
|
3/10 |
| 9 | 9 | | | | 8 | | | |
- Kimi K3 (#8) Spreadsheet interface on cloud warehouses bridges business-IT gap elegantly.
- Gemini 4 Argon (#9) Spreadsheet-like interface built directly on cloud data warehouses for fast business adoption.
|
| 14 |
Looker Studio |
|
4/10 |
10 | | | 9 | | 9 | | 9 | | |
- GLM-5.3 (#9) Free, simple reporting tightly integrated with Google's stack
- MiniMax M3 (#9) Free, easy Google Workspace integration, quick dashboards.
- Claude Haiku 5.5 (#10) Free, simple dashboards that work well with Google data sources.
|
| 15 |
Apache Superset |
|
2/10 |
| | | | | | | 10 | | 9 |
|