Algolia
Open source platform for building search
Consensus
A search engine that finds you answers in scientific papers
Updated February 2026
| Algolia | Consensus | |
|---|---|---|
| Rating | 4.9★ | 5.0★ |
| Reviews | 9 | 12 |
| Pros | 11 | 10 |
| FactScore™ | 48.9 | 55.7 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Algolia — Pros
Fast performance Easy integration Real-time search Recommendation system Customizable search Excellent documentation Faceted search Instant results Scalable search Typo tolerance Vector-search solutionBoth tools — Pros
—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 platformOnly in Algolia — Cons
Expensive pricing Poor customer supportBoth tools — Cons
—Only in Consensus — Cons
Early stage development Lack of date filteringDetails
| Algolia | Consensus | |
|---|---|---|
| Categories | Search, Unified API | Knowledge base software, Data analysis tools, Search |
| Platforms | Web | Web |
| Became Popular | February 15, 2014 | September 8, 2022 |
| Website | algolia.com | consensus.app |
Who Should Pick Which?
Choose Algolia if...
- Fast performance
- Easy integration
- Real-time search
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
With a FactScore™ of 48.9 vs 55.7, Consensus leads in community reception. Algolia uniquely offers Fast performance and Easy integration, while Consensus stands out for Evidence-backed search results and Trustworthy answers.
What Users Say
Algolia
Algolia is the heart of our recommendations engine. As a small team, it's important to have a search tool that would deliver value to our users without being overly complex. Algolia does a great job!
Algolia's fast, customizable search has boosted our user experience. Users find what they need quickly, improving engagement and satisfaction. A must-have for efficient search.
Super easy to implement and to set up our recommendation system, yet has powerful capabilities to handle much more more complex models – highly recommend!
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 ...
Related Comparisons
Frequently Asked Questions
Which is better, Algolia or Consensus?
Based on FactScore™, Consensus leads with a score of 55.7 vs 48.9. Consensus has a higher rating of 5.0★ compared to 4.9★.
What are the pros of Algolia compared to Consensus?
Algolia uniquely offers: Fast performance, Easy integration, Real-time search, Recommendation system, Customizable search.
What are the pros of Consensus compared to Algolia?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
Is Algolia better rated than Consensus?
Algolia is rated 4.9★ from 9 reviews. Consensus is rated 5.0★ from 12 reviews.
What is the FactScore™ of Algolia and Consensus?
FactScore™ weighs rating and review volume together. Algolia scores 48.9 and Consensus scores 55.7.
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