Consensus
A search engine that finds you answers in scientific papers
Milvus
The high-performance vector database built for scale
Updated February 2026
| Consensus | Milvus | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 12 | 6 |
| Pros | 10 | 13 |
| FactScore™ | 55.7 | 42.3 |
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 Milvus — Pros
Scalability Fast performance Open source Detailed reporting Lightweight Personalization features Suitable for unstructured data Unified API Easy deployment Easy integration Efficient for AI and machine learning High-dimensional vector handling Robust indexing and search capabilitiesOnly in Consensus — Cons
Early stage development Lack of date filteringBoth tools — Cons
—Only in Milvus — Cons
—Details
| Consensus | Milvus | |
|---|---|---|
| Categories | Knowledge base software, Data analysis tools, Search | Data analysis tools, Search, Databases and backend frameworks, AI Databases |
| Platforms | Web | Web |
| Became Popular | September 8, 2022 | May 30, 2024 |
| Website | consensus.app | milvus.io |
Who Should Pick Which?
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
Choose Milvus if...
- Scalability
- Fast performance
- Open source
With a FactScore™ of 55.7 vs 42.3, Consensus leads in community reception. Consensus uniquely offers Evidence-backed search results and Trustworthy answers, while Milvus stands out for Scalability and Fast performance.
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 ...
Milvus
For providing an awesome vector database that can handle hundreds of thousands of documents all at once.
Milvus is a great choice when the scability is not an option but a must. Great team to work with.
We also used Milvus Node.js SDK for vector database
Related Comparisons
Frequently Asked Questions
Which is better, Consensus or Milvus?
Based on FactScore™, Consensus leads with a score of 55.7 vs 42.3. Consensus has a higher rating of 5.0★ compared to 5.0★.
What are the pros of Consensus compared to Milvus?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
What are the pros of Milvus compared to Consensus?
Milvus uniquely offers: Scalability, Fast performance, Open source, Detailed reporting, Lightweight.
Is Consensus better rated than Milvus?
Consensus is rated 5.0★ from 12 reviews. Milvus is rated 5.0★ from 6 reviews.
What is the FactScore™ of Consensus and Milvus?
FactScore™ weighs rating and review volume together. Consensus scores 55.7 and Milvus scores 42.3.
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