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A data-grounded look at how these two productivity & automation tools stack up — to help you pick the right productivity & automation tool in 2026.
Quick verdict
There's barely a point between Humata and Onyx on our Editor Score. Pick Humata if you want question answering grounded in uploaded files; choose Onyx for hybrid search with advanced RAG and contextual retrieval. On pricing, both ship a free or freemium tier, so you can try each before paying.
| Pricing | Freemium | Freemium |
| Free tier | ||
| Best for | question answering grounded in uploaded files | hybrid search with advanced RAG and contextual retrieval |
AI that answers questions across your documents
Open-source AI chat connected to your docs and apps
Choose Humata if…
Choose Onyx if…
It comes down to fit, not a single winner: Humata leans into question answering grounded in uploaded files, while Onyx is built for hybrid search with advanced RAG and contextual retrieval. Weigh features and pricing for your workflow. Both have a free or freemium tier, so spin up each and keep the one that clicks.
Neither is universally better — it depends on your budget and which features matter most. The side-by-side breakdown above shows where each one wins.
Humata (freemium) is best for question answering grounded in uploaded files, while Onyx (freemium) is best for hybrid search with advanced RAG and contextual retrieval. See the full feature and pricing comparison above.
Both have paid plans — pricing depends on your usage tier. Open each tool's review for current prices, and watch for free trials.
Humata is usually the easier starting point thanks to a lower barrier to entry. Beginners should favour a free tier and a simple interface over raw power.
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Last updated August 2026. Comparisons are ranked by our Editor Score (features, value and pricing, blended with verified user reviews where a tool has them) — see our methodology.