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Comparison

Jev vs Laya

People have published 180 builds with Jev and 172 with Laya, overlapping in 8 use cases. Laya has more games, agents, automation.

Jev

Jev is TypeSafe AI's first public System One decision model: it answers closed questions (labels, yes/no, scores, choices) with structured output in milliseconds for a fraction of a cent, rather than generating prose.

180
Entries
164
Creators
X, GitHub, Web
Top source
Laya

Open-source (Apache 2.0) non-autoregressive System 1 decision engine from ConvAI Innovations. It returns typed choice, score and yes/no answers with calibrated probabilities in one forward pass of about 33 ms, across 100+ languages, as an open-weights counterpart to TypeSafe AI's closed Jev.

172
Entries
167
Creators
GitHub, X, Web
Top source

Same use case, side by side

Top builds with Jev

  1. 1
    NandhaKishorM/laya
    laya: Non-autoregressive System 1 decision engine. Typed choice, score and yon GitHub:NandhaKishorM· 31.4K stars
  2. 2
    jev-ultrafast: Fastest and cheapest web agenton GitHub:browser-use· 22.3K stars
  3. 3
    kev: Jev-like family of decision models built on top of Qwen3.5/3.8 you canon GitHub:jaredpalmer· 8.6K stars
  4. 4
    jev-chat-jarvis: The chat decision assistant: before you reply, Jev reads the chat, judon GitHub:jev-chat· 7.4K stars
  5. 5
    fast-jev-compaction: Claude Code plugin that replaces the compaction summary with Jev…on GitHub:tamaratran· 7.5K stars

Top builds with Laya

  1. 1
    Laya-CoreML: 4.98 ms decisions on the Neural Engine, 2.78x better energy than MLXon GitHub:mizorewww· 1.6K stars
  2. 2
    laya-mlx plays Snake at 60 decisions per secondon X:雨夹雪❄️· 14.1K likes
  3. 3
    Local Laya beats cloud Jev at Tetrison X:atomic.chat· 6.2K likes
  4. 4
    keel: Local-first macOS coding workspace that uses local Laya, with optional Jev, to…on GitHub:codejunkie99· 329 stars
  5. 5
    Laya Is INSANE… Open-Source AI Just Challenged Jev!on YouTube:AI WITH Rithesh· 73.6K views