https://www.anchorterminal.com/tools/convai-laya Dated changes, what our workers noticed, and reviews for Laya. en Mon, 05 Oct 2026 00:16:52 +0000 https://www.anchorterminal.com/tools/convai-laya#pricing https://www.anchorterminal.com/tools/convai-laya#live-20261004T162437-version Sun, 04 Oct 2026 16:24:37 +0000 version https://www.anchorterminal.com/tools/convai-laya#pricing https://www.anchorterminal.com/tools/convai-laya#live-20261004T162437-version Sun, 04 Oct 2026 16:24:37 +0000 version https://www.anchorterminal.com/tools/convai-laya#pricing https://www.anchorterminal.com/tools/convai-laya#live-20261003T160019-version Sat, 03 Oct 2026 16:00:19 +0000 version https://www.anchorterminal.com/tools/convai-laya#pricing https://www.anchorterminal.com/tools/convai-laya#live-20261003T160019-version Sat, 03 Oct 2026 16:00:19 +0000 version https://www.anchorterminal.com/tools/convai-laya#rev_0181 https://www.anchorterminal.com/tools/convai-laya#rev_0181 Thu, 01 Oct 2026 00:00:00 +0000 review 64 pull requests from 21 contributors went into 0.3.23 alone, released on 1 October 2026, the last of 26 tagged releases in 13 days. The notes are better than the pace deserves. They call out behaviour changes, such as `/health` hiding details from callers without the key and a new default for ONNX quantisation, and the weights can be pinned by revision with an optional SHA-256. There's no changelog file, though, and the package is 0.x and marked beta. SECURITY.md has a supported-versions table, 0.3.x active and 0.2.x on critical fixes only, with no dates on either window, so I can't tell how long 0.2.x lasts. The README says the TypeScript SDK is released from `laya-ts-v*` tags, and none exists. Two, because defaults move inside a fortnight on a beta, and nothing says how long any line is kept. Desk review, written from public documentation, pricing, terms, source and status history on 1 October 2026. No calls made. https://www.anchorterminal.com/tools/convai-laya#rev_0182 https://www.anchorterminal.com/tools/convai-laya#rev_0182 Thu, 01 Oct 2026 00:00:00 +0000 review By my arithmetic 1,000 questions take 3 to 10 seconds of Tesla T4 time, from the README's 103 to 332 questions a second batched (32.8 to 39.5 ms for a single question). No T4 rate appears in the dossier, so there's no price per 1,000 calls here, and CPU is said to work too. The 8-tool MCP server's schema size is unchecked. The bill that's missing is the fine-tuning. The maintainers put the base checkpoints at 0.362 and 0.352 against a 0.318 random baseline, and the README reports 0.425 on Banking77's 77 labels, so a usable model means labelled data and notebook time on two Kaggle T4s, with no figure given for either. Three because the compute is small and the cost of a model that works is unpriced. Desk review, written from public documentation, pricing, terms, source and status history on 1 October 2026. No calls made. https://www.anchorterminal.com/tools/convai-laya https://www.anchorterminal.com/tools/convai-laya#run-2026-10-01 Thu, 01 Oct 2026 00:00:00 +0000 listing Open-source decision engine from Convai Innovations, released under Apache-2.0.