Obviously AI vs Metabase
A detailed comparison to help you choose between Obviously AI and Metabase.
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Verdict: Metabase wins
Metabase scores 4.3/5, edging out Obviously AI at 3.6/5. Small and mid-size teams wanting self-hostable, easy-to-use BI where AI answers are inspectable and governed by their own metric definitions.
Obviously AI Build ML models in one click | Metabase Open-source BI with AI query assistance | |
|---|---|---|
| Rating | 3.6 (1 review) | 4.3 (1 review) |
| Pricing Model | paid | freemium |
| Starting Price | From $75/mo | Free tier available |
| Best For | Business analysts at small companies who need scored, explained predictions from spreadsheets and CRMs without hiring a data scientist. | 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 | no codeapi access | open sourcefree tierteam features |
| Visit Obviously AI → | Visit Metabase → |
Obviously AI
Pros
- + Free plan is real rather than a trial: 1,200 predictions and one seat with a full model build, no sales call (obviously.ai/pricing)
- + Every prediction comes back with named drivers and is callable through a REST API, so scores can feed a CRM directly instead of a report
- + The Software + Data Scientist tier puts a named master's/PhD-level data scientist on your Slack or Teams for model building and data cleaning
- + Clear published ceilings per tier (Startup: 1 use case, 100 MB, 1M rows; SMB: 3 use cases, 1 GB, 100M rows), so upgrade triggers are visible before you hit them
- + Handles classification, regression and time-series forecasting in one interface with the same upload flow
Cons
- - No dollar prices anywhere on the vendor pricing page at time of writing — every paid tier routes to a signup or demo
- - Free tier exhausts in a single serious scoring run: 1,200 predictions, one seat, one-row-one-prediction metering
- - Startup plan caps at one use case and 100 MB of files, which a real multi-model team meets in the first fortnight
- - Little control over algorithm selection or feature engineering, so practitioners cannot audit or contest the model choice
- - Seed-stage vendor with no disclosed funding since May 2021 and reported headcount in the 1-10 range — a continuity risk for production pipelines
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, Obviously AI or Metabase?▼
Metabase scores higher at 4.3/5 vs 3.6/5 for Obviously AI, making it the better-rated option in our comparison.
What is the difference between Obviously AI and Metabase?▼
Obviously AI: Obviously AI builds and runs machine learning models on tabular data without code, producing predictions and explanations from a spreadsheet or database. 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 Obviously AI or Metabase more affordable?▼
Obviously AI starts at €75/mo, Metabase starts at €0/mo. Check the comparison table above for current pricing.
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