Fastino LabsSupersonic LabsDecision matchup
GLiNER2.5-Decidevs.Julia 1
Which model makes better decisions?
GLiNER2.5-Decide does better in independent tests, while Julia 1 is much smaller.
Pick GLiNER2.5-Decide for
Pick Julia 1 for
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
GLiNER2.5-Decide aheadGLiNER2.5-Decide is clearly ahead in 10 of 37 subtests and slightly in 9, Julia 1 in 2 clearly and slightly in 4. 12 are level.
POP909 · Decision Index 0.4.1
2,000 tasks, as of October 28, 2026
API-Bank · Decision Index 0.4.1
508 tasks, as of October 28, 2026
When2Call · Decision Index 0.4.1
3,652 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | GLiNER2.5-Decide | Julia 1 | Verdict |
|---|---|---|---|
| POP909 · Decision Index 0.4.1 | 1.7 | 0.2 | GLiNER2.5-Decide ahead |
| API-Bank · Decision Index 0.4.1 | 7.7 | 18.3 | Julia 1 ahead |
| When2Call · Decision Index 0.4.1 | 33.4 | 23.6 | GLiNER2.5-Decide ahead |
| New Yorker · Decision Index 0.4.1 | 32.2 | 23.5 | GLiNER2.5-Decide ahead |
| Habermas · Decision Index 0.4.1 | 45.5 | 35.4 | GLiNER2.5-Decide ahead |
| BFCL · Decision Index 0.4.1 | 46.2 | 37.5 | GLiNER2.5-Decide ahead |
| BPoMP · Decision Index 0.4.1 | 58.2 | 48.8 | GLiNER2.5-Decide ahead |
| MuSR · Decision Index 0.4.1 | 45.2 | 39.0 | GLiNER2.5-Decide ahead |
| MMLU-Pro · Decision Index 0.4.1 | 16.1 | 14.7 | GLiNER2.5-Decide ahead |
| BBH · Decision Index 0.4.1 | 31.1 | 33.8 | Julia 1 ahead |
| HellaSwag · Decision Index 0.4.1 | 32.2 | 29.9 | GLiNER2.5-Decide ahead |
| cfcolor · Decision Index 0.4.1 | 53.4 | 50.4 | GLiNER2.5-Decide ahead |
| ACOS · Decision Index 0.4.1 | 0.0 | 3.1 | Julia 1 slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 32.4 | 6.5 | GLiNER2.5-Decide slightly ahead |
| CLINC150 · Decision Index 0.4.1 | 60.4 | 12.3 | GLiNER2.5-Decide slightly ahead |
| ToolRet · Decision Index 0.4.1 | 38.2 | 13.6 | GLiNER2.5-Decide slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 20.1 | 9.1 | GLiNER2.5-Decide slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 25.3 | 52.0 | Julia 1 slightly ahead |
| FinEntity · Decision Index 0.4.1 | 66.2 | 32.8 | GLiNER2.5-Decide slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 65.6 | 42.6 | GLiNER2.5-Decide slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 21.8 | 31.8 | Julia 1 slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 23.3 | 20.6 | GLiNER2.5-Decide slightly ahead |
| ANLI · Decision Index 0.4.1 | 30.9 | 28.6 | GLiNER2.5-Decide slightly ahead |
| VAST · Decision Index 0.4.1 | 35.3 | 32.9 | GLiNER2.5-Decide slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 48.0 | 49.7 | Julia 1 slightly ahead |
| SATA-Bench · Decision Index 0.4.1 | 0.7 | 1.0 | level |
| GPQA Diamond · Decision Index 0.4.1 | 21.4 | 25.5 | level |
| HLE · Decision Index 0.4.1 | 16.8 | 14.4 | level |
| ChessBench · Decision Index 0.4.1 | 8.1 | 7.5 | level |
| CRUXEval · Decision Index 0.4.1 | 40.2 | 38.1 | level |
| Humicroedit · Decision Index 0.4.1 | 50.6 | 48.3 | level |
| GSM8K · Decision Index 0.4.1 | 17.3 | 16.9 | level |
| HoVer · Decision Index 0.4.1 | 50.7 | 50.3 | level |
| PhishNChips · Decision Index 0.4.1 | 50.0 | 49.9 | level |
| CLadder · Decision Index 0.4.1 | 50.1 | 50.2 | level |
| Home appliances · Decision Index 0.4.1 | 0.0 | 0.0 | level |
| WinoGrande · Decision Index 0.4.1 | 50.7 | 50.7 | level |
Source · latest October 28, 2026
SysOne-bench public results.json
GLiNER2.5-Decide aheadSysOne-bench
952 tasks, as of October 23, 2026
Source · latest October 23, 2026
All data side by side
| GLiNER2.5-Decide | Julia 1 | |
|---|---|---|
| Kind | Classifier | Classifier |
| Developer | Fastino Labs | Supersonic Labs |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.34 B | 0.14 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 56 | 39 |