MapikaSupersonic LabsDecision matchup
Decider 35B A3B NVFP4vs.Julia 1
Which model makes better decisions?
Decider 35B A3B NVFP4 does better in independent tests, while Julia 1 is much smaller.
Independent testsJev Decision Index
Decider 35B A3B NVFP4ahead1 of 1
Julia 10 of 1
Popularityout of 100
Decider 35B A3B NVFP40
Julia 1ahead39
Weights and access
Decider 35B A3B NVFP4open, local
Julia 1open, local
SizeParameters
Decider 35B A3B NVFP435 B
Julia 1smaller0.14 B
Pick Decider 35B A3B NVFP4 for
Jev Decision Index
Pick Julia 1 for
smallermore 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”.
Jev Decision Index
Decider 35B A3B NVFP4 aheadDecider 35B A3B NVFP4 is clearly ahead in 23 of 37 subtests and slightly in 13, Julia 1 in 1.
Home appliances · Decision Index 0.4.1
Decider 35B A3B NVFP423.9
Julia 10.0
88 tasks, as of October 28, 2026
SATA-Bench · Decision Index 0.4.1
Decider 35B A3B NVFP434.7
Julia 11.0
1,650 tasks, as of October 28, 2026
POP909 · Decision Index 0.4.1
Decider 35B A3B NVFP46.7
Julia 10.2
2,000 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | Decider 35B A3B NVFP4 | Julia 1 | Verdict |
|---|---|---|---|
| Home appliances · Decision Index 0.4.1 | 23.9 | 0.0 | Decider 35B A3B NVFP4 ahead |
| SATA-Bench · Decision Index 0.4.1 | 34.7 | 1.0 | Decider 35B A3B NVFP4 ahead |
| POP909 · Decision Index 0.4.1 | 6.7 | 0.2 | Decider 35B A3B NVFP4 ahead |
| MMLU-Pro · Decision Index 0.4.1 | 60.5 | 14.7 | Decider 35B A3B NVFP4 ahead |
| HellaSwag · Decision Index 0.4.1 | 96.7 | 29.9 | Decider 35B A3B NVFP4 ahead |
| API-Bank · Decision Index 0.4.1 | 56.5 | 18.3 | Decider 35B A3B NVFP4 ahead |
| New Yorker · Decision Index 0.4.1 | 64.0 | 23.5 | Decider 35B A3B NVFP4 ahead |
| When2Call · Decision Index 0.4.1 | 59.7 | 23.6 | Decider 35B A3B NVFP4 ahead |
| BFCL · Decision Index 0.4.1 | 92.2 | 37.5 | Decider 35B A3B NVFP4 ahead |
| GSM8K · Decision Index 0.4.1 | 41.5 | 16.9 | Decider 35B A3B NVFP4 ahead |
| BBH · Decision Index 0.4.1 | 71.3 | 33.8 | Decider 35B A3B NVFP4 ahead |
| BPoMP · Decision Index 0.4.1 | 89.1 | 48.8 | Decider 35B A3B NVFP4 ahead |
| WinoGrande · Decision Index 0.4.1 | 88.6 | 50.7 | Decider 35B A3B NVFP4 ahead |
| HLE · Decision Index 0.4.1 | 8.8 | 14.4 | Julia 1 ahead |
| GPQA Diamond · Decision Index 0.4.1 | 40.8 | 25.5 | Decider 35B A3B NVFP4 ahead |
| MuSR · Decision Index 0.4.1 | 61.8 | 39.0 | Decider 35B A3B NVFP4 ahead |
| CRUXEval · Decision Index 0.4.1 | 59.8 | 38.1 | Decider 35B A3B NVFP4 ahead |
| ChessBench · Decision Index 0.4.1 | 10.9 | 7.5 | Decider 35B A3B NVFP4 ahead |
| PhishNChips · Decision Index 0.4.1 | 66.9 | 49.9 | Decider 35B A3B NVFP4 ahead |
| CLadder · Decision Index 0.4.1 | 66.7 | 50.2 | Decider 35B A3B NVFP4 ahead |
| Habermas · Decision Index 0.4.1 | 46.4 | 35.4 | Decider 35B A3B NVFP4 ahead |
| cfcolor · Decision Index 0.4.1 | 64.9 | 50.4 | Decider 35B A3B NVFP4 ahead |
| Humicroedit · Decision Index 0.4.1 | 62.0 | 48.3 | Decider 35B A3B NVFP4 ahead |
| HoVer · Decision Index 0.4.1 | 63.5 | 50.3 | Decider 35B A3B NVFP4 ahead |
| ACOS · Decision Index 0.4.1 | 27.2 | 3.1 | Decider 35B A3B NVFP4 slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 54.8 | 6.5 | Decider 35B A3B NVFP4 slightly ahead |
| CLINC150 · Decision Index 0.4.1 | 94.7 | 12.3 | Decider 35B A3B NVFP4 slightly ahead |
| ToolRet · Decision Index 0.4.1 | 66.3 | 13.6 | Decider 35B A3B NVFP4 slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 41.7 | 9.1 | Decider 35B A3B NVFP4 slightly ahead |
| FinEntity · Decision Index 0.4.1 | 85.2 | 32.8 | Decider 35B A3B NVFP4 slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 50.6 | 20.6 | Decider 35B A3B NVFP4 slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 75.0 | 31.8 | Decider 35B A3B NVFP4 slightly ahead |
| ANLI · Decision Index 0.4.1 | 66.0 | 28.6 | Decider 35B A3B NVFP4 slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 89.8 | 42.6 | Decider 35B A3B NVFP4 slightly ahead |
| VAST · Decision Index 0.4.1 | 54.5 | 32.9 | Decider 35B A3B NVFP4 slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 78.5 | 49.7 | Decider 35B A3B NVFP4 slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 63.1 | 52.0 | Decider 35B A3B NVFP4 slightly ahead |
Source · latest October 28, 2026
All data side by side
| Decider 35B A3B NVFP4 | Julia 1 | |
|---|---|---|
| Kind | Standalone | Classifier |
| Developer | Mapika | Supersonic Labs |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 35 B | 0.14 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 0 | 39 |