Load your Notion, Coda & Google docs into AI for a fraction of the cost — same answers, a fraction of the bill.
↑ in our eval (measured across our eval test suite, same questions across connectors — preliminary)
Both lanes ask the same question of the same doc and reach the same answer. The only difference is what the agent has to carry — and what it costs you.
One knowledge base. The same questions asked through each connector, across our eval test suite. We measured what each answer actually cost — and how good it was.
| Connector | $ / question | Answer quality |
|---|---|---|
| 01Stash CHEAPEST · TOP QUALITY | $0.072 | 68% |
| 02CSV | $0.077 | 67% |
| 03Sigma | $0.158 | 64% |
| 04Notion | $0.175 | 69% |
| 05Google Docs | ~$0.19 | 54% |
| 06Google Sheets | $0.628 | 52% |
※Measured across our eval test suite, same questions across connectors — preliminary, directional. Not a guarantee. No affiliation with Notion, Coda or Google.
Same per-retrieval costs from our eval — at your team's volume. Drag the dial and watch the bill drop.
※Illustrative — based on our preliminary eval ($0.175 vs $0.072 per retrieval). Your costs vary with doc size and model.
Stash Cache sits quietly in front of the docs you already have — it reads, mirrors, and gets out of the way the moment a write is needed.
OAuth your Notion, Coda or Google Workspace — read-only scope. No new place to put docs. Nothing migrates.
read-only oauthEach page becomes breadcrumbed chunks; each database, one lean collection. Bloat stripped, FTS-ranked, kept fresh on a webhook/poll.
always freshClaude or ChatGPT pulls from the Stash connector — projection by default, a fraction of the tokens. Each copy links back to the source.
fraction of the costEvery copy carries its source_url. The moment the agent needs to edit, Cache loads the best native connector — the real doc.
native writeCache never writes back, never holds an edit surface of its own. That's not a limitation — it's what makes the whole cost win safe to switch on today.
An early preview of Stash Cache. Point it at the docs you already have and stop paying retail for retrieval.
Thanks — we'll email you when your spot in the preview opens up.