Consensus
A search engine that finds you answers in scientific papers
Metabase
Open source Business Intelligence and Embedded Analytics.
Updated February 2026
| Consensus | Metabase | |
|---|---|---|
| Rating | 5.0★ | 4.9★ |
| Reviews | 12 | 23 |
| Pros | 10 | 6 |
| FactScore™ | 55.7 | 67.9 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Consensus — Pros
Evidence-backed search results Trustworthy answers Scientific-based answers Superior to Google Scholar Clean UI Clickable links to studies Data-driven insights Relevant results Transparency and inclusivity User-friendly platformBoth tools — Pros
—Only in Metabase — Pros
Easy setup Embedded analytics Intuitive UI No SQL required Open source Self-service analyticsOnly in Consensus — Cons
Early stage development Lack of date filteringBoth tools — Cons
—Only in Metabase — Cons
Data visualizationDetails
| Consensus | Metabase | |
|---|---|---|
| Categories | Knowledge base software, Data analysis tools, Search | Data analysis tools, Data visualization tools, Business intelligence software |
| Platforms | Web | Web |
| Became Popular | September 8, 2022 | October 21, 2015 |
| Website | consensus.app | www.metabase.com |
Who Should Pick Which?
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
Choose Metabase if...
- Easy setup
- Embedded analytics
- Intuitive UI
With a FactScore™ of 55.7 vs 67.9, Metabase leads in community reception. Consensus uniquely offers Evidence-backed search results and Trustworthy answers, while Metabase stands out for Easy setup and Embedded analytics.
What Users Say
Consensus
This works like a dream. I'll give you a concrete example... As a parent of a child with multiple special needs, we are always looking for answers we can trust. But when you ask Google for answers,...
Congrats on the launch! It's really helpful, I used to try via prompts in chat asking GPT to give answers based on research papers. But I would check the answers by asking for the title of the arti...
Congratulations on the launch, @eols76 ! It's wonderful to see makers taking a problem (ChatGPT returning source links that are dead-ends) and turning it into a useful solution for users. I'm sure ...
Metabase
Metabase makes it super easy to visualize all our business metrics. Have used it for myself, and with teams of 20+ and it works great in each case. With their a visual query constructor interface, ...
Metabase is a really solid Open Source Business Intelligence tool. No brainer for any team to add. Even if you are using other tools (Looker, Tableau, etc) it makes sense to add a little Metabase i...
I've been using Metabase for over a year now, and it’s always great. It’s by far the fastest tool to set up, incredibly intuitive, and makes it easy to unlock valuable insights from your data.
Related Comparisons
Frequently Asked Questions
Which is better, Consensus or Metabase?
Based on FactScore™, Metabase leads with a score of 67.9 vs 55.7. Metabase has a higher rating of 4.9★ compared to 5.0★.
What are the pros of Consensus compared to Metabase?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
What are the pros of Metabase compared to Consensus?
Metabase uniquely offers: Easy setup, Embedded analytics, Intuitive UI, No SQL required, Open source.
Is Consensus better rated than Metabase?
Consensus is rated 5.0★ from 12 reviews. Metabase is rated 4.9★ from 23 reviews.
What is the FactScore™ of Consensus and Metabase?
FactScore™ weighs rating and review volume together. Consensus scores 55.7 and Metabase scores 67.9.
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