# Laya review

> Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Devtoolwatch Board, the week of Oct 25–31, 2026. Canonical page: https://index.devtoolwatch.com/tools/nandhakishorm-laya/

## Laya at a glance

- **Category:** [Inference and training](https://index.devtoolwatch.com/categories/inference-and-training/)
- **Website:** [huggingface.co/convaiinnovations/laya](https://huggingface.co/convaiinnovations/laya)

## Usage data (the week of Oct 25–31, 2026)

- Board rank: #217 overall, #22 in Inference and training, momentum score 42
- Downloads that week: 54.5k (−28% vs 4-week average)
- New GitHub stars per week (last 12 weeks): Aug 9: n/a; Aug 16: n/a; Aug 23: n/a; Aug 30: n/a; Sep 6: n/a; Sep 13: 1.8k; Sep 20: 24k; Sep 27: 4.5k; Oct 4: 1.7k; Oct 11: 1.2k; Oct 18: 985; Oct 25: 581

## Laya alternatives

| Rank | Tool | Stars | Downloads/wk |
|---|---|---|---|
| #1 | [dsh-our-free-model](https://index.devtoolwatch.com/tools/ebony-vinyl-dsh-our-free-model/) | 54.3k | – |
| #2 | [magpie](https://index.devtoolwatch.com/tools/yetone-magpie/) | 26.9k | – |
| #3 | [Strata](https://index.devtoolwatch.com/tools/niko1221-strata/) | 37.1k | – |
| #4 | [edge0](https://index.devtoolwatch.com/tools/edge0-ai-edge0/) | 8.9k | – |
| #5 | [OmniRoute](https://index.devtoolwatch.com/tools/diegosouzapw-omniroute/) | 83.2k | 106k |
| #6 | [CLIProxyAPI](https://index.devtoolwatch.com/tools/router-for-me-cliproxyapi/) | 57.1k | – |

## Laya FAQ

### How popular is Laya?

Laya has 34.8k GitHub stars as of Nov 1, 2026. It gained 581 new stars in the week of Oct 25–31, 2026, against a 12-week average of 5k a week. Its main package had 54.5k downloads that week, −28% against its own 4-week average. That made it #22 among LLM inference and training tools on the Devtoolwatch Board.

### What are the best alternatives to Laya?

Other LLM inference and training tools on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: dsh-our-free-model (#1), magpie (#2), Strata (#3), edge0 (#4), OmniRoute (#5). The alternatives table above has their numbers.

## Sources

1. [Devtoolwatch Board, the week of Oct 25–31, 2026](https://index.devtoolwatch.com/)