Best business intelligence tools
21 products named in 120 answers across 4 wordings
In nearly every answer
Contested
How often 10 AI models recommend Apache Superset, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Open-source and scalable, but needs more technical setup and upkeep.
A capable, customizable open-source option when teams can handle hosting and maintenance.
Powerful, scalable open-source visualization platform ideal for modern data engineering teams avoiding vendor lock-in.
Free, modern open-source contender with strong SQL support and flexibility.
Open-source, no-cost option with solid SQL-based dashboards.
Apache project; free core, paid managed services emerging
Each question's products ranked by the share of all answers that named them, Apache Superset highlighted.
21 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best business intelligence tools | 58 | 33 | 8 | 8 | 8 | 33 | 8 | 33 | 8 | 33 |
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best business intelligence tools | 33 | 33 | 10 | 17 |
Against the products named most often on the same questions
Work on Apache Superset? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.