Laya Models by ConvAI Innovations
Last refreshed 2026-10-15. Next refresh: weekly.
Details
Capabilities
About
Laya is ConvAI Innovations' open-weight non-autoregressive System 1 decision model family for typed choice, yes/no (called "noul" in the API) or score answers with calibrated probabilities in a single forward pass (RLCD). The first-party Hugging Face hub holds English, multilingual, and typed-decisions checkpoints under Apache 2.0. It is ConvAI Innovations' own family, a peer of other decision models.
Decision facts
- Best fit
- agentsstructured outputsagent workflows
- Capability starting point
- Laya Multilingual with 8K context and structured outputs
- Lowest tracked input
- Laya · $0.011/1M · Vercel AI Gateway
- Closest related family
- Agents-A1
Current Variants
Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.
Use when the workload needs 8K context, 322M parameters, and structured outputs.
Use when the workload needs 512 context, 421M parameters, and structured outputs.
Use when the workload needs 1K context, 421M parameters, and structured outputs.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| Laya Multilingual | Use when the workload needs 8K context, 322M parameters, and structured outputs. | 2026-09 | 8K context322M parametersstructured outputs | Current |
| Laya | Use when the workload needs 512 context, 421M parameters, and structured outputs. | 2026-09 | 512 context421M parametersstructured outputs | Current |
| Laya Typed-Decisions | Use when the workload needs 1K context, 421M parameters, and structured outputs. | 2026-09 | 1K context421M parametersstructured outputs | Current |
Release Timeline
1 release groupSpecifications(3 models)
| Model | Released | Context | Parameters | Structured Outputs |
|---|---|---|---|---|
| Laya Multilingual | 2026-09 | 8K | 322M | Yes |
| Laya | 2026-09 | 512 | 421M | Yes |
| Laya Typed-Decisions | 2026-09 | 1K | 421M | Yes |
Available From(1 provider)
Pricing
| Model | Provider | Input / 1M | Output / 1M | Type |
|---|---|---|---|---|
| Laya | Vercel AI Gateway | $0.0105 | — | Serverless |