What Tablif read on JevLab's site
JevLab describes itself as: “JevLab Calibrate confidence thresholds for agent routers”
- Stage: Live, no waitlist
- How it differs: “Instead of token-by-token generative reasoning, it evaluates unstructured input against declared schemas in milliseconds, returning both a typed routing suggestion and an empirical confidence score.”
What it is
Calls itself “Public routing evaluation lab”.
- Calls itself: Public routing evaluation lab
“Public routing evaluation lab”
Where it puts itself
Rules out “It never executes code search, runs tests, reads documentation, inspects pull requests, or performs any tool actions.”. Publishes a comparison page.
- Says it will not: It never executes code search, runs tests, reads documentation, inspects pull requests, or performs any tool actions.
“Instead of token-by-token generative reasoning, it evaluates unstructured input against declared schemas in milliseconds, returning both a typed routing suggestion and an empirical confidence score.”
“It never executes code search, runs tests, reads documentation, inspects pull requests, or performs any tool actions.”
What it costs
No monthly plan.
- Monthly: no
“Proprietary ($0.042/1M tokens) + Zero infra setup; 1K–10K context”
Who it sells to
Sells to developers.
- Sells to: developers
“Download a complete, runnable TypeScript routing module with pinned model versions, runtime schema validation, and fail-closed error handling.”
How it runs
A API. Runs locally and works offline. Offers an API. AI is the core of the product. You can bring your own API key.
- Kind: api
- Runs where: on the device, offline
- API: yes
- AI role: core to the product
- Bring your own key: yes
“Download a complete, runnable TypeScript routing module with pinned model versions, runtime schema validation, and fail-closed error handling.”
“Data is stored in IndexedDB on this device.”
What it works with
Names Laya, ModernBERT and 4 more on its pages.
- Names: Laya · ModernBERT · Qwen · +3
“JevLab”
“Laya”
What it offers as proof
Live, no waitlist. Publishes docs and a blog.
“Live evaluation paused”
“Docs -> https://jevlab.dev/docs”
Sources
Tablif read these pages, last on 7 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.
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