Convai InnovationsDecision matchup
Layavs.Laya Typed Decisions
Which model makes better decisions?
Laya and Laya Typed Decisions perform about the same in independent tests.
Independent testsZero-shot IE benchmark
Laya0 of 1
Laya Typed Decisions0 of 1
Popularityout of 100
Laya0
Laya Typed Decisionsahead40
Weights and access
Layaopen, local
Laya Typed Decisionsopen, local
SizeParameters
Laya0.42 B
Laya Typed Decisions0.42 B
Pick Laya for
No clear edge
Pick Laya Typed Decisions for
more popular
Shared tests
Independent evaluators and leaderboards only, the newest shared snapshot per evaluator. With 95 % ranges a lead counts when they do not overlap; for hit rates, when it holds in a 95 % test. Without any uncertainty figure at most “slightly ahead”.
Zero-shot IE benchmark
levelZero-shot IE spectrum: mixed-pool classification accuracy
Laya68.8
Laya Typed Decisions70.8
48 tasks, as of October 17, 2026
Source · latest October 17, 2026
Vendor figures
Figures from vendor reports that cover both models. They do not count toward the verdict.
Show 5 vendor figures
| Figure | Source | Laya | Laya Typed Decisions |
|---|---|---|---|
| typed-decisions | ConvAI Innovations Laya model card | 36.2 | 76.6 |
| Typed-decisions Brier score (lower is better) | ConvAI Innovations, Laya typed-decisions model card | 31.6 | 6.2 |
| Typed-decisions expected calibration error (lower is better) | ConvAI Innovations, Laya typed-decisions model card | 17.5 | 21.3 |
| Typed-decisions score mean absolute error (lower is better) | ConvAI Innovations, Laya typed-decisions model card | 0.69 | 0.24 |
| Typed-decisions soft accuracy | ConvAI Innovations, Laya typed-decisions model card | 33.2 | 47.1 |
All data side by side
| Laya | Laya Typed Decisions | |
|---|---|---|
| Kind | Standalone | Standalone |
| Developer | Convai Innovations | Convai Innovations |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.42 B | 0.42 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 0 | 40 |
More comparisons with Laya and Laya Typed Decisions
Laya Typed Decisionsvs.Clef-FlashLaya Typed Decisionsvs.GLiNER2.5-DecideLaya Typed Decisionsvs.Intern-Decision-4BLaya Typed Decisionsvs.Kev 0.8BLaya Typed Decisionsvs.Decider 0.8BLaya Typed Decisionsvs.Intern-Decision-0.8BLaya Typed Decisionsvs.Intern-Decision-2BLaya Typed Decisionsvs.GLiDELayavs.Clef-Flash