Rows AI vs Metabase
A detailed comparison to help you choose between Rows AI and Metabase.
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Verdict: Metabase wins
Metabase scores 4.3/5, edging out Rows AI at 2.2/5. Small and mid-size teams wanting self-hostable, easy-to-use BI where AI answers are inspectable and governed by their own metric definitions.
Rows AI AI-powered spreadsheet that connects to live data | Metabase Open-source BI with AI query assistance | |
|---|---|---|
| Rating | 2.2 (1 review) | 4.3 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Nobody adopting new tooling — Rows is discontinued; this entry is a historical record and a pointer to Coda for the roughly 2.2 million past users migrating off. | Small and mid-size teams wanting self-hostable, easy-to-use BI where AI answers are inspectable and governed by their own metric definitions. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | team featuresfree tier | open sourcefree tierteam features |
| Visit Rows AI → | Visit Metabase → |
Rows AI
Pros
- + Live-data connections genuinely removed the export-paste ritual — GA4 and Meta Ads refreshed automatically on schedule in my trial
- + AI Analyst decomposed a blended CAC increase across channels correctly and built a backing table to prove it
- + Link-based sharing and guest access beat emailing workbooks in my team test
- + HTTP tasks and the Rows API let me rebuild a missing ad-platform feed in one afternoon
- + The technology lives on: the team joins Superhuman to build data capabilities into Coda (blog.superhuman.com)
Cons
- - The product is being discontinued — rows.com is scheduled to wind down on May 31, 2026 and the sunset has been publicly announced
- - No new adoption is possible or advisable; any workflow built on Rows must be migrated
- - AI tasks were metered tightly and counted hidden triggers like table and chart automation
- - Chart types and formula depth trailed Excel and Google Sheets; complex nested formulas sometimes needed re-entering after import
- - Pro's $79/month base fee made team pricing jump abruptly — now moot, but it pushed users up-tier right before the shutdown
Metabase
Pros
- + Semantic-layer-grounded AI: in my testing, questions resolved correctly almost every time where metrics were defined, and the docs openly state the failure mode elsewhere
- + Generated SQL is inspectable before execution and every chart drills through to its query — fixing one wrong definition corrected the answer for everyone
- + Open Source edition is free with unlimited users, questions and dashboards, self-hostable
- + Metabot answered a data question and posted the chart in Slack without a context switch in my test
- + Same price for cloud and self-hosted Pro ($575/month including 10 users), with an MCP server for governed external AI access
Cons
- - Not a machine-learning product — no forecasting, anomaly detection or predictive modelling
- - AI governance controls (token limits, usage analytics, system prompts) sit on Pro at $575/month, a large jump from free
- - Embedded viewer accounts count as billable users on paid tiers
- - Metabot works best in English and only inspects the first 100 tables when no table is specified
- - Complex chart layouts still require SQL or the API
Frequently Asked Questions
Which is better, Rows AI or Metabase?▼
Metabase scores higher at 4.3/5 vs 2.2/5 for Rows AI, making it the better-rated option in our comparison.
What is the difference between Rows AI and Metabase?▼
Rows AI: Rows is a spreadsheet that connects directly to live data sources and answers questions about the data in plain language instead of formulas. Metabase: Metabase is open-source business intelligence software with a semantic layer, so questions asked in natural language resolve against defined metrics and the underlying query stays inspectable.
Is Rows AI or Metabase more affordable?▼
Rows AI starts at €0/mo, Metabase starts at €0/mo. Check the comparison table above for current pricing.
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