# Laya AI Model (unofficial): Unofficial docs and hosted API for the Laya AI decision model

> Community documentation and a hosted prepaid API for Laya AI, a "System One" decision model that returns typed choice, score or yes/no outputs instead of chat text. Includes a live playground and comparison with Jev.

Canonical: https://indielaunch.dev/products/laya-ai-model-unofficial
Last updated: 2026-11-08

|  | Laya AI Model (unofficial) |
| --- | --- |
| Website | https://layaaimodel.com/ |
| Pricing | Free |
| Platforms | Web, API |
| Categories | AI Tools, Developer Tools |
| Based in | United States |
| Launched | 2026-11-08 |
| Made by | anderson188 |

Community documentation and a hosted prepaid API for Laya AI, a "System One" decision model that returns typed choice, score or yes/no outputs instead of chat text. Includes a live playground and comparison with Jev.

## Features

- **Typed decision outputs**: Returns choice, score, and yes/no results with confidence and routing metadata instead of generated prose.
- **Structured state input**: Accepts a string, object, or array as state, with a map of typed questions and criteria.
- **Batch decisions**: Runs the same questions over many states with the batch endpoint, supporting up to 20 states.
- **Confidence gate**: Applies a policy to return allow, review, or block without an upstream call or token burn.
- **Ready-made application APIs**: Provides templates for email and support triage, moderation, lead qualification, prompt guarding, scam spotting, and more.
- **Local or hosted operation**: Use Apache 2.0 weights with the Python package locally, or use prepaid hosted API keys.

## Pricing

| Plan | Price | Includes |
| --- | --- | --- |
| Starter | $5 | Prepaid pack for approximately 12,500 typical /decide calls.; 11,900,000 input tokens; 60 RPM |
| $10 | $10 | Prepaid pack for approximately 25,000 typical /decide calls.; 23,800,000 input tokens; 60 RPM |
| $20 | $20 | Prepaid pack for approximately 50,000 typical /decide calls.; 47,600,000 input tokens; 90 RPM |
| Staging | $50 | Prepaid pack for approximately 150,105 typical /decide calls.; 142,900,000 input tokens; 120 RPM |

## FAQ

### What is Laya Model?

It is a multilingual, non-autoregressive System One decision engine that scores typed questions over text, email, tickets, or JSON in one forward pass.

### Does Laya generate text?

No. It returns structured fields such as choice, score, noul, confidence, and routing metadata rather than free text.

### Can Laya run locally?

Yes. The site describes Apache 2.0 weights and a Python package for local use. It lists Python 3.10 or newer plus dependencies including torch and transformers.

### What does the hosted API cost?

The hosted API uses prepaid packs. The site says a typical /v1/decide call costs approximately $0.0004, with packs ranging from $5 to $500.

### What does the API accept?

Core decide accepts string or structured JSON state and a map of questions typed as noul, choice, or score.

### Is there a batch endpoint?

Yes. /v1/batch/decide applies the same questions to many states, with up to 20 states per request.

### What is the confidence gate?

The /v1/gate endpoint applies a policy and returns allow, review, or block without an upstream call or token burn.

### Is the hosted API official?

The API documentation calls it an unofficial community gateway and says it is not affiliated with Convai Innovations, TypeSafe, or Impossibl.

Tags: structured decisions, classification, multilingual

## Related

- [Clef Omni Demo: Try the Clef Omni multimodal decision model online](https://indielaunch.dev/products/clef-omni-demo)
- [Wonder Agent Play: Independent playground for Muse-Wonder-1.0 (coming soon)](https://indielaunch.dev/products/wonder-agent-play)
- [AI//COST: Know what an LLM call costs before you ship it](https://indielaunch.dev/products/ai-cost)
- [Modurian: AI agent team that plans, builds & deploys web apps](https://indielaunch.dev/products/modurian)
- [MCPALL: Find the right MCP server for your workflow.](https://indielaunch.dev/products/mcpall)
- [More AI Tools](https://indielaunch.dev/categories/ai-tools)
- [More Developer Tools](https://indielaunch.dev/categories/developer-tools)
- [anderson188 on IndieLaunch](https://indielaunch.dev/u/anderson188)