Convai InnovationsMapikaDecision matchup
Layavs.Decider 35B A3B NVFP4
Which model makes better decisions?
Decider 35B A3B NVFP4 does better in independent tests, while Laya is much smaller.
Independent testsJev Decision Index
Laya0 of 1
Decider 35B A3B NVFP4ahead1 of 1
Popularityout of 100
Laya0
Decider 35B A3B NVFP40
Weights and access
Layaopen, local
Decider 35B A3B NVFP4open, local
SizeParameters
Layasmaller0.42 B
Decider 35B A3B NVFP435 B
Pick Laya for
smaller
Pick Decider 35B A3B NVFP4 for
Jev Decision Index
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”.
Jev Decision Index
Decider 35B A3B NVFP4 aheadDecider 35B A3B NVFP4 is clearly ahead in 23 of 37 subtests and slightly in 13, Laya in 1.
Home appliances · Decision Index 0.4.1
Laya0.0
Decider 35B A3B NVFP423.9
88 tasks, as of October 28, 2026
SATA-Bench · Decision Index 0.4.1
Laya0.3
Decider 35B A3B NVFP434.7
1,650 tasks, as of October 28, 2026
When2Call · Decision Index 0.4.1
Laya11.9
Decider 35B A3B NVFP459.7
3,652 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | Laya | Decider 35B A3B NVFP4 | Verdict |
|---|---|---|---|
| Home appliances · Decision Index 0.4.1 | 0.0 | 23.9 | Decider 35B A3B NVFP4 ahead |
| SATA-Bench · Decision Index 0.4.1 | 0.3 | 34.7 | Decider 35B A3B NVFP4 ahead |
| When2Call · Decision Index 0.4.1 | 11.9 | 59.7 | Decider 35B A3B NVFP4 ahead |
| API-Bank · Decision Index 0.4.1 | 11.5 | 56.5 | Decider 35B A3B NVFP4 ahead |
| MMLU-Pro · Decision Index 0.4.1 | 13.6 | 60.5 | Decider 35B A3B NVFP4 ahead |
| HellaSwag · Decision Index 0.4.1 | 33.1 | 96.7 | Decider 35B A3B NVFP4 ahead |
| GSM8K · Decision Index 0.4.1 | 16.9 | 41.5 | Decider 35B A3B NVFP4 ahead |
| BFCL · Decision Index 0.4.1 | 38.1 | 92.2 | Decider 35B A3B NVFP4 ahead |
| New Yorker · Decision Index 0.4.1 | 27.1 | 64.0 | Decider 35B A3B NVFP4 ahead |
| BBH · Decision Index 0.4.1 | 34.1 | 71.3 | Decider 35B A3B NVFP4 ahead |
| WinoGrande · Decision Index 0.4.1 | 50.5 | 88.6 | Decider 35B A3B NVFP4 ahead |
| BPoMP · Decision Index 0.4.1 | 51.6 | 89.1 | Decider 35B A3B NVFP4 ahead |
| HLE · Decision Index 0.4.1 | 14.0 | 8.8 | Laya ahead |
| CRUXEval · Decision Index 0.4.1 | 40.2 | 59.8 | Decider 35B A3B NVFP4 ahead |
| GPQA Diamond · Decision Index 0.4.1 | 27.6 | 40.8 | Decider 35B A3B NVFP4 ahead |
| MuSR · Decision Index 0.4.1 | 43.2 | 61.8 | Decider 35B A3B NVFP4 ahead |
| ChessBench · Decision Index 0.4.1 | 7.7 | 10.9 | Decider 35B A3B NVFP4 ahead |
| Habermas · Decision Index 0.4.1 | 33.4 | 46.4 | Decider 35B A3B NVFP4 ahead |
| PhishNChips · Decision Index 0.4.1 | 50.1 | 66.9 | Decider 35B A3B NVFP4 ahead |
| Humicroedit · Decision Index 0.4.1 | 47.2 | 62.0 | Decider 35B A3B NVFP4 ahead |
| POP909 · Decision Index 0.4.1 | 5.1 | 6.7 | Decider 35B A3B NVFP4 ahead |
| CLadder · Decision Index 0.4.1 | 52.9 | 66.7 | Decider 35B A3B NVFP4 ahead |
| cfcolor · Decision Index 0.4.1 | 52.3 | 64.9 | Decider 35B A3B NVFP4 ahead |
| HoVer · Decision Index 0.4.1 | 55.8 | 63.5 | Decider 35B A3B NVFP4 ahead |
| CLINC150 · Decision Index 0.4.1 | 3.2 | 94.7 | Decider 35B A3B NVFP4 slightly ahead |
| ACOS · Decision Index 0.4.1 | 3.5 | 27.2 | Decider 35B A3B NVFP4 slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 14.3 | 89.8 | Decider 35B A3B NVFP4 slightly ahead |
| ToolRet · Decision Index 0.4.1 | 12.8 | 66.3 | Decider 35B A3B NVFP4 slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 14.9 | 54.8 | Decider 35B A3B NVFP4 slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 29.0 | 75.0 | Decider 35B A3B NVFP4 slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 19.9 | 41.7 | Decider 35B A3B NVFP4 slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 24.4 | 50.6 | Decider 35B A3B NVFP4 slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 47.7 | 78.5 | Decider 35B A3B NVFP4 slightly ahead |
| FinEntity · Decision Index 0.4.1 | 61.0 | 85.2 | Decider 35B A3B NVFP4 slightly ahead |
| ANLI · Decision Index 0.4.1 | 48.7 | 66.0 | Decider 35B A3B NVFP4 slightly ahead |
| VAST · Decision Index 0.4.1 | 40.5 | 54.5 | Decider 35B A3B NVFP4 slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 48.8 | 63.1 | Decider 35B A3B NVFP4 slightly ahead |
Source · latest October 28, 2026
All data side by side
| Laya | Decider 35B A3B NVFP4 | |
|---|---|---|
| Kind | Standalone | Standalone |
| Developer | Convai Innovations | Mapika |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.42 B | 35 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 0 | 0 |
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