| 1 |
Power BI |
|
10/10 |
1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 |
- Claude Haiku 5.5 (#1) Best value and tight Microsoft integration; strong for most company dashboards.
- GPT-6 Luna (#1) Strong all-around value, broad integrations, approachable dashboards, and familiar Microsoft ecosystem.
- Gemini 4 Argon (#1) Best overall value, deep Microsoft integration, and massive adoption for executive dashboards.
- Qwen 3.8 Flash (#1) Best value, ubiquitous in Microsoft shops, strong governance and sharing.
- GLM-5.3 (#1) Best value, deep Excel/Microsoft integration, familiar to analysts and widely adopted.
- Kimi K3 (#1) Best value, strong modeling, deep Microsoft stack integration, huge community.
- MiniMax M3 (#1) Strong Microsoft integration, affordable, rapidly maturing feature set.
- Nemotron 3 Ultra (#1) Best Microsoft integration and cost-effective for enterprises
- DeepSeek V4 Pro (#2) Unmatched price-to-value, tight Azure/M365 integration, dominant in mid-market.
- Mistral Large 4 (#2) Unbeatable value bundled with Microsoft 365; ideal for Microsoft-heavy orgs.
|
| 2 |
Tableau |
|
10/10 |
2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 2 |
- DeepSeek V4 Pro (#1) Best-in-class visual analytics, massive community, and deep enterprise adoption.
- Mistral Large 4 (#1) Best-in-class visual analytics and dashboard aesthetics; trusted by analysts.
- Claude Haiku 5.5 (#2) Top-tier visual analytics and flexible exploration for analysts and executives.
- GPT-6 Luna (#2) Excellent visual analytics and flexible exploration for organizations prioritizing polished dashboards.
- Gemini 4 Argon (#2) Unmatched visual analytics and data exploration capabilities for complex storytelling.
- Qwen 3.8 Flash (#2) Gold standard for visual exploration; leadership-friendly dashboards and depth.
- GLM-5.3 (#2) Gold standard visual analytics; strongest data visualization flexibility for dashboards.
- Kimi K3 (#2) Superior visual exploration and flexibility, widely adopted by analysts.
- MiniMax M3 (#2) Best-in-class visual analytics, huge community, broad data connectivity.
- Nemotron 3 Ultra (#2) Market leader with powerful visualizations and strong community
|
| 3 |
Looker |
|
10/10 |
3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 |
- Claude Haiku 5.5 (#3) Strong governed data modeling with LookML; suits teams with SQL warehouses.
- GPT-6 Luna (#3) Governed metrics and reusable data models support consistent self-service analytics.
- Gemini 4 Argon (#3) Superior governed data modeling and modern cloud-native architecture for reliable metrics.
- DeepSeek V4 Pro (#3) Semantic modeling layer is unmatched for governed, consistent metrics at scale.
- GLM-5.3 (#3) Robust governed metrics layer, strong SQL-based modeling for cloud data warehouses.
- Kimi K3 (#3) Strong governed semantic layer and embedded analytics for modern data stacks.
- Mistral Large 4 (#3) Cloud-native, git-backed modeling, and strong embedded analytics capabilities.
- Nemotron 3 Ultra (#3) Modern modeling layer with Google Cloud integration
- Qwen 3.8 Flash (#4) Governed semantic modeling makes consistent company-wide metrics trustworthy.
- MiniMax M3 (#5) Modern semantic modeling, ideal for governed enterprise dashboards on cloud data.
|
| 4 |
Qlik Sense |
|
10/10 |
4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 4 |
- Qwen 3.8 Flash (#3) Powerful associative engine for deeper interactive analysis at scale.
- Claude Haiku 5.5 (#4) Powerful associative engine for exploring relationships across messy data.
- GPT-6 Luna (#4) Associative exploration helps users uncover relationships across complex data.
- Gemini 4 Argon (#4) Powerful associative engine uncovers hidden insights missed by traditional query-based tools.
- GLM-5.3 (#4) Powerful associative engine for fast data exploration across large datasets.
- Kimi K3 (#4) Powerful associative engine for discovery across complex datasets.
- MiniMax M3 (#4) Associative engine uncovers hidden relationships, strong self-service analytics.
- Mistral Large 4 (#4) Associative engine surfaces hidden insights; great for exploratory analysis.
- Nemotron 3 Ultra (#4) Associative engine enables flexible data exploration
- DeepSeek V4 Pro (#5) Associative engine enables unique data exploration beyond pre-built dashboards.
|
| 5 |
Domo |
|
10/10 |
5 | 7 | 5 | 7 | 4 | 6 | 5 | 9 | 6 | 6 |
- DeepSeek V4 Pro (#4) Low-code, rapid deployment, strong mobile experience for exec dashboards.
- Claude Haiku 5.5 (#5) Cloud-native, quick to deploy, with broad connectors for business users.
- Gemini 4 Argon (#5) All-in-one cloud platform designed specifically for rapid mobile-first executive dashboards.
- Kimi K3 (#5) Fast cloud deployment with broad connectors and executive-friendly dashboards.
- GLM-5.3 (#6) Fast all-in-one cloud deployment with broad data connectors out of the box.
- Mistral Large 4 (#6) Fast deployment with 1,000+ connectors and strong executive dashboards.
- GPT-6 Luna (#7) Combines dashboards, data connections, and collaboration in an approachable cloud platform.
- Qwen 3.8 Flash (#7) Full cloud platform with connectors and alerts for ops-heavy teams.
- MiniMax M3 (#9) All-in-one cloud BI with strong data pipeline and collaboration features.
|
| 6 |
Sisense |
|
9/10 |
7 | 6 | 8 | | 7 | 5 | 7 | 10 | 7 | 8 |
- GLM-5.3 (#5) Strong embedded analytics and elastic performance on complex, large data.
- GPT-6 Luna (#6) Flexible embedded analytics and customizable dashboards suit product-led businesses.
- Claude Haiku 5.5 (#7) Handles complex, large datasets well and embeds analytics effectively.
- DeepSeek V4 Pro (#7) In-chip processing handles large datasets well; good embedded analytics.
- Kimi K3 (#7) Solid end-to-end platform, especially for embedded and customized analytics.
- Mistral Large 4 (#7) Flexible embedding and per-user pricing suit SaaS product teams.
- Gemini 4 Argon (#8) Exceptional for complex data mashups and embedding analytics into other applications.
- Nemotron 3 Ultra (#8) Embedded analytics focus with elastic scaling
|
| 7 |
ThoughtSpot |
|
7/10 |
| 5 | 6 | | 8 | 9 | 6 | | 5 | 5 |
- GPT-6 Luna (#5) Search-driven analytics makes business data accessible to nontechnical users.
- Mistral Large 4 (#5) AI-driven search analytics lets non-technical users self-serve answers.
- Nemotron 3 Ultra (#5) Search-driven analytics with AI-powered insights
- Gemini 4 Argon (#6) Leading AI-driven search interface lets executives ask questions without building reports.
- Kimi K3 (#6) Leading search- and AI-driven self-service analytics experience.
- DeepSeek V4 Pro (#8) Search-driven analytics feels like Google for your data; strong AI angle.
- GLM-5.3 (#9) Natural-language search analytics stands out for business-user self-service.
|
| 8 |
Metabase |
|
9/10 |
6 | | 7 | 10 | 6 | 8 | 8 | 8 | 8 | 10 |
- Claude Haiku 5.5 (#6) Open-source, approachable, and quick for SQL-savvy teams on a budget.
- DeepSeek V4 Pro (#6) Dead-simple open-source option; great for startups shipping internal analytics fast.
- Gemini 4 Argon (#7) Fastest setup and most intuitive interface for startups and straightforward dashboarding.
- Kimi K3 (#8) Simple, open-source-friendly option for quick dashboards and internal reporting.
- MiniMax M3 (#8) Open-source, quick to deploy, friendly for non-technical business users.
- Nemotron 3 Ultra (#10) Open-source simplicity for self-service dashboards
|
| 9 |
Looker Studio |
|
5/10 |
8 | | | 6 | | 10 | | 7 | 9 | |
- Qwen 3.8 Flash (#6) Free, easy Google-native reporting; light but very accessible.
- MiniMax M3 (#7) Free Google tool, excellent for Google Workspace and marketing data.
- Claude Haiku 5.5 (#8) Free and easy for simple dashboards on Google data sources.
- GLM-5.3 (#10) Free, easy sharing, ideal for quick dashboards tied to Google data sources.
|
| 10 |
Mode |
|
3/10 |
| | | | | | 10 | 3 | | 7 |
- MiniMax M3 (#3) Combines SQL notebooks with polished dashboards, great for analyst-driven reporting.
- Nemotron 3 Ultra (#7) SQL-first approach with notebooks for analysts
|
| 11 |
Zoho Analytics |
|
5/10 |
9 | | | 9 | 9 | 7 | 9 | | | |
- GLM-5.3 (#7) Affordable, approachable BI for smaller teams already in Zoho ecosystem.
- Claude Haiku 5.5 (#9) Affordable, capable self-service option for smaller organizations.
- Qwen 3.8 Flash (#9) Affordable all-in-one BI, good for SMBs already on Zoho.
- DeepSeek V4 Pro (#9) Affordable, solid self-service BI for orgs already in the Zoho ecosystem.
- Kimi K3 (#9) Affordable, easy to use, surprisingly capable for small and midmarket teams.
|
| 12 |
Amazon QuickSight |
|
3/10 |
| 8 | 10 | 5 | | | | | | |
- Qwen 3.8 Flash (#5) Cheap, fast cloud dashboards if you already live in AWS.
- GPT-6 Luna (#8) Cost-effective, scalable option for teams already invested in AWS.
- Gemini 4 Argon (#10) Cost-effective, serverless BI that scales effortlessly for organizations already on AWS.
|
| 13 |
Sigma |
|
3/10 |
| | 9 | | | | | 6 | | 9 |
- MiniMax M3 (#6) Spreadsheet-style interface over cloud warehouses, lowers dashboard build friction.
|
| 14 |
Grafana |
|
1/10 |
| | | 8 | | | | | | |
- Qwen 3.8 Flash (#8) Superb real-time/operational dashboards, less suited to business analytics.
|
| 15 |
MicroStrategy |
|
2/10 |
| 9 | | | | | | | 10 | |
- GPT-6 Luna (#9) Robust enterprise analytics with strong governance for large, complex deployments.
- Mistral Large 4 (#10) Enterprise-grade governance and pixel-perfect reports for regulated industries.
|