Consensus
A search engine that finds you answers in scientific papers
Dash0
Observability, Simplified. Powered by OpenTelemetry.
Updated February 2026
| Consensus | Dash0 | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 12 | 5 |
| Pros | 10 | 0 |
| FactScore™ | 55.7 | 38.9 |
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 Dash0 — Pros
No unique pros listedOnly in Consensus — Cons
Early stage development Lack of date filteringBoth tools — Cons
—Only in Dash0 — Cons
—Details
| Consensus | Dash0 | |
|---|---|---|
| Categories | Knowledge base software, Data analysis tools, Search | Data analysis tools |
| Platforms | Web | Web |
| Became Popular | September 8, 2022 | November 13, 2023 |
| Website | consensus.app | www.dash0.com |
Who Should Pick Which?
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
Choose Dash0 if...
- No unique pros listed
With a FactScore™ of 55.7 vs 38.9, Consensus leads in community reception. Consensus uniquely offers Evidence-backed search results and Trustworthy answers, while Dash0 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 ...
Dash0
Dash0 nails it as an observability tool, especially for teams already using OpenTelemetry. With native PromQL, there’s no need to learn new syntax or naming – it just fits. Traces are super clear, ...
Dash0 started with the vision to build observability that fully embraces Open Telemetry. Instead of building the core observability product first, they built OTelBin. A small Open Source project th...
I really like the tracing support. Compared to other tools I have used, Dash0 doesn’t make things complex, it’s very intuitive 😊
Frequently Asked Questions
Which is better, Consensus or Dash0?
Based on FactScore™, Consensus leads with a score of 55.7 vs 38.9. Consensus has a higher rating of 5.0★ compared to 5.0★.
What are the pros of Consensus compared to Dash0?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
What are the pros of Dash0 compared to Consensus?
Dash0 uniquely offers: No unique pros listed.
Is Consensus better rated than Dash0?
Consensus is rated 5.0★ from 12 reviews. Dash0 is rated 5.0★ from 5 reviews.
What is the FactScore™ of Consensus and Dash0?
FactScore™ weighs rating and review volume together. Consensus scores 55.7 and Dash0 scores 38.9.
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