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Features, pricing and Editor Score side by side — to help you pick the right productivity & automation tool in 2026.
Quick verdict
On our Editor Score, Onyx and Sourcetable land almost level. Pick Onyx if you want hybrid search with advanced RAG and contextual retrieval; choose Sourcetable for natural-language data analysis and querying. On pricing, each has a free or freemium plan, so cost isn't the deciding factor here.
| Pricing | Freemium | Freemium |
| Free tier | ||
| Best for | hybrid search with advanced RAG and contextual retrieval | natural-language data analysis and querying |
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Choose Onyx if…
Choose Sourcetable if…
Your use case decides this one: Onyx leans into hybrid search with advanced RAG and contextual retrieval, while Sourcetable is built for natural-language data analysis and querying. 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.
Onyx (freemium) is best for hybrid search with advanced RAG and contextual retrieval, while Sourcetable (freemium) is best for natural-language data analysis and querying. 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.
Onyx 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.