Consensus
A search engine that finds you answers in scientific papers
Lume
Automate data mappings using AI
Updated February 2026
| Consensus | Lume | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 12 | 2 |
| Pros | 10 | 0 |
| FactScore™ | 55.7 | 23.9 |
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 Lume — Pros
No unique pros listedOnly in Consensus — Cons
Early stage development Lack of date filteringBoth tools — Cons
—Only in Lume — Cons
—Details
| Consensus | Lume | |
|---|---|---|
| Categories | Knowledge base software, Data analysis tools, Search | Data analysis tools, Automation tools, Unified API |
| Platforms | Web | Web |
| Became Popular | September 8, 2022 | January 17, 2024 |
| Website | consensus.app | www.lume.ai |
Who Should Pick Which?
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
Choose Lume if...
- No unique pros listed
With a FactScore™ of 55.7 vs 23.9, Consensus leads in community reception. Consensus uniquely offers Evidence-backed search results and Trustworthy answers, while Lume stands out for No unique pros listed.
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 ...
Lume
Lume has saved us eons of time writing custom mappers to integrate our code with different user databases. Moreover, because this database info is mapped to a variety of compliance documents which ...
Working with the Lume team has been an absolute pleasure. We have the unique challenge of mapping thousands of different lender data schemas to hundreds of DMV documents. Lume fixes this
Related Comparisons
Frequently Asked Questions
Which is better, Consensus or Lume?
Based on FactScore™, Consensus leads with a score of 55.7 vs 23.9. Consensus has a higher rating of 5.0★ compared to 5.0★.
What are the pros of Consensus compared to Lume?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
What are the pros of Lume compared to Consensus?
Lume uniquely offers: No unique pros listed.
Is Consensus better rated than Lume?
Consensus is rated 5.0★ from 12 reviews. Lume is rated 5.0★ from 2 reviews.
What is the FactScore™ of Consensus and Lume?
FactScore™ weighs rating and review volume together. Consensus scores 55.7 and Lume scores 23.9.
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