Laya model guides.
From your first decision to a production workflow. Guides link to original technical sources. Translation availability varies by article.
Laya model guide
Laya Benchmarks: Speed, Accuracy and Honest Limits
A source-labelled reading of Laya benchmark results, including latency, typed decisions, English tasks, multilingual coverage, calibration and known failure modes.
How Laya Works: Choice, Score and Noul Explained
Learn how the Laya decision model turns state and typed questions into choice, score and noul probability outputs in one non-autoregressive forward pass.
Laya vs Jev: Open Weights or Managed Decision API?
A careful Laya vs Jev comparison covering architecture, deployment, pricing, latency, calibration, high-cardinality choices and benchmark caveats.
Laya Use Cases: Routing, Guardrails and Local AI Decisions
Where Laya fits: support routing, explicit fact detection, model routing, guardrails, RAG relevance and local-first decision cascades—with limits for each.