The open-source local version Laya's response speed crushes

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Benchmarked local 421M model Laya against Jev 1.13.0 on the same snake game with identical typed decisions, measuring decisions per second and P50 latency.

The original post, translated

💥It blew up! The open-source local version Laya's response speed crushes Jev, millisecond-level decisions are lightning fast! On the left, Laya is a local 421M open-source decision model, on the right, Jev 1.13.0 is a cloud API. Same game of Snake, same set of typed decision, after 30 seconds of free running: 🔹Laya: score 46, length 52, decisions 86.5 per second, P50 about 9ms 🔸Jev: score 1, length 7, decisions 3.2

Show the original post in its source language ▾

💥炸了!开源本地版 Laya 响应速度吊打 Jev ,毫秒级决策快到飞起! 左边 Laya 是本地 421M 开源决策模型,右边 Jev 1.13.0 是云端 API。 同一盘贪吃蛇、同一套 typed decision,30 秒自由跑下来: 🔹Laya:分数 46、长度 52,决策 86.5 次/秒,P50 约 9ms 🔸Jev:分数 1、长度 7,决策 3.2

The post above is a machine translation from zh; the untranslated text is in the fold-out.

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under coding & developer tools. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the coding & developer tools page.

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post