# Databox vs Tableau: which do AI models recommend for saas metrics, September 2026

Finance AI Recommendation Index, September 2026 Edition, SaaS metrics and analytics. One of twelve models named Databox first on the direct prompt; one named Tableau. Page: https://finance-ai-index.com/planning/saas-metrics-and-analytics/databox-vs-tableau/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Databox | 10% | #4 of 11 | 4% | 23 | 10 of 12 |
| Tableau | 2% | #7 of 11 | 18% | 11 | 6 of 12 |

## The direct prompt, model by model

- GLM 4.7 FlashX: databox first (first choices: ChartMogul, Databox) (alternatives: HockeyStack, Maxio)
- Mistral Small: tableau first (first choices: Microsoft Power BI, Tableau) (alternatives: Baremetrics, ChartMogul, Mixpanel)
- GPT-5.4 mini: neither first, one named (first choices: ProfitWell Metrics) (alternatives: Amplitude, Looker, Microsoft Power BI, Mixpanel, Tableau)
- Perplexity Sonar: neither first, one named (first choices: Fairview) (alternatives: Databox, Microsoft Power BI)
- Kimi K2: neither first, one named (first choices: ChartMogul) (alternatives: Baremetrics, Databox, Looker Studio)
- Claude Haiku 4.5: neither named (first choices: ChartMogul) (alternatives: Amplitude, Baremetrics, HubSpot Operations Hub, Looker)
- Gemini 3.5 Flash: neither named (first choices: Subscript) (alternatives: ChartMogul, Equals, Maxio)
- Grok 4.1 Fast: neither named (first choices: ChartMogul) (alternatives: Baremetrics, Looker Studio, Maxio, Paddle Retain, Stripe Sigma, Tableau/Power BI)
- DeepSeek V4 Flash: neither named (first choices: ChartMogul) (alternatives: Baremetrics, Looker, Microsoft Power BI, ProfitWell / Paddle Retain, Sigma Computing)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: ChartMogul) (alternatives: Catalyst, Paddle)
- MiniMax M2.5: neither named (first choices: Baremetrics, ChartMogul) (alternatives: Microsoft Power BI)

## What the models said about Databox

- "Avoid trying to build subscription metrics in generic Business Intelligence (BI) dashboards like Looker Studio, Tableau, or Databox" (Gemini 3.5 Flash, negative prompt, hard negative)
- "The best SaaS metrics dashboard for a company with a limited budget is Databox, which offers a free plan and paid plans starting from $64/month." (Llama 4 Maverick, budget prompt, first choice)
- "the optimal solution is a combination of Databox (as your command center) and ChartMogul (as your revenue engine)" (GLM 4.7 FlashX, direct prompt, first choice)
- "The Best All-In-One Dashboard: Databox ... Databox is the industry leader for free plans." (GLM 4.7 FlashX, budget prompt, first choice)

## What the models said about Tableau

- "Avoid trying to build subscription metrics in generic Business Intelligence (BI) dashboards like Looker Studio, Tableau, or Databox" (Gemini 3.5 Flash, negative prompt, hard negative)
- "custom-built solution using Power BI or Tableau on top of a modern data warehouse" (Mistral Small, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.