Contrastive-LMFastino LabsDecision matchup
CLM-v0.1-8Bvs.GLiNER2.5-Decide
Which model makes better decisions?
CLM-v0.1-8B and GLiNER2.5-Decide each lead in different tests.
Independent testsJev Decision Index
CLM-v0.1-8B0 of 1
GLiNER2.5-Decide0 of 1
Popularityout of 100
CLM-v0.1-8B37
GLiNER2.5-Decideahead56
Weights and access
CLM-v0.1-8Bopen, local
GLiNER2.5-Decideopen, local
SizeParameters
CLM-v0.1-8B8 B
GLiNER2.5-Decidesmaller0.34 B
Pick CLM-v0.1-8B for
No clear edge
Pick GLiNER2.5-Decide 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
depends on the subtestGLiNER2.5-Decide is clearly ahead in 8 of 37 subtests and slightly in 7, CLM-v0.1-8B in 6 clearly and slightly in 5. 11 are level.
POP909 · Decision Index 0.4.1
CLM-v0.1-8B0.0
GLiNER2.5-Decide1.7
2,000 tasks, as of October 28, 2026
SATA-Bench · Decision Index 0.4.1
CLM-v0.1-8B5.6
GLiNER2.5-Decide0.7
1,650 tasks, as of October 28, 2026
BPoMP · Decision Index 0.4.1
CLM-v0.1-8B32.9
GLiNER2.5-Decide58.2
5,000 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | CLM-v0.1-8B | GLiNER2.5-Decide | Verdict |
|---|---|---|---|
| POP909 · Decision Index 0.4.1 | 0.0 | 1.7 | GLiNER2.5-Decide ahead |
| SATA-Bench · Decision Index 0.4.1 | 5.6 | 0.7 | CLM-v0.1-8B ahead |
| BPoMP · Decision Index 0.4.1 | 32.9 | 58.2 | GLiNER2.5-Decide ahead |
| MuSR · Decision Index 0.4.1 | 34.6 | 45.2 | GLiNER2.5-Decide ahead |
| PhishNChips · Decision Index 0.4.1 | 65.1 | 50.0 | CLM-v0.1-8B ahead |
| New Yorker · Decision Index 0.4.1 | 25.4 | 32.2 | GLiNER2.5-Decide ahead |
| HellaSwag · Decision Index 0.4.1 | 40.4 | 32.2 | CLM-v0.1-8B ahead |
| Habermas · Decision Index 0.4.1 | 37.1 | 45.5 | GLiNER2.5-Decide ahead |
| BFCL · Decision Index 0.4.1 | 38.9 | 46.2 | GLiNER2.5-Decide ahead |
| When2Call · Decision Index 0.4.1 | 38.7 | 33.4 | CLM-v0.1-8B ahead |
| MMLU-Pro · Decision Index 0.4.1 | 14.7 | 16.1 | GLiNER2.5-Decide ahead |
| Humicroedit · Decision Index 0.4.1 | 55.6 | 50.6 | CLM-v0.1-8B ahead |
| CLadder · Decision Index 0.4.1 | 53.9 | 50.1 | CLM-v0.1-8B ahead |
| cfcolor · Decision Index 0.4.1 | 50.8 | 53.4 | GLiNER2.5-Decide ahead |
| ACOS · Decision Index 0.4.1 | 3.1 | 0.0 | CLM-v0.1-8B slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 6.5 | 65.6 | GLiNER2.5-Decide slightly ahead |
| CLINC150 · Decision Index 0.4.1 | 8.9 | 60.4 | GLiNER2.5-Decide slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 5.0 | 23.3 | GLiNER2.5-Decide slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 51.8 | 25.3 | CLM-v0.1-8B slightly ahead |
| FinEntity · Decision Index 0.4.1 | 33.4 | 66.2 | GLiNER2.5-Decide slightly ahead |
| VAST · Decision Index 0.4.1 | 22.7 | 35.3 | GLiNER2.5-Decide slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 29.2 | 20.1 | CLM-v0.1-8B slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 56.5 | 48.0 | CLM-v0.1-8B slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 20.1 | 21.8 | GLiNER2.5-Decide slightly ahead |
| ToolRet · Decision Index 0.4.1 | 40.3 | 38.2 | CLM-v0.1-8B slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 31.2 | 32.4 | GLiNER2.5-Decide slightly ahead |
| API-Bank · Decision Index 0.4.1 | 6.1 | 7.7 | level |
| CRUXEval · Decision Index 0.4.1 | 42.8 | 40.2 | level |
| HLE · Decision Index 0.4.1 | 15.8 | 16.8 | level |
| GPQA Diamond · Decision Index 0.4.1 | 20.4 | 21.4 | level |
| HoVer · Decision Index 0.4.1 | 52.0 | 50.7 | level |
| ANLI · Decision Index 0.4.1 | 31.6 | 30.9 | level |
| ChessBench · Decision Index 0.4.1 | 8.2 | 8.1 | level |
| BBH · Decision Index 0.4.1 | 30.8 | 31.1 | level |
| GSM8K · Decision Index 0.4.1 | 17.5 | 17.3 | level |
| WinoGrande · Decision Index 0.4.1 | 50.8 | 50.7 | level |
| Home appliances · Decision Index 0.4.1 | 0.0 | 0.0 | level |
Source · latest October 28, 2026
All data side by side
| CLM-v0.1-8B | GLiNER2.5-Decide | |
|---|---|---|
| Kind | Standalone | Classifier |
| Developer | Contrastive-LM | Fastino Labs |
| Status | Open weights | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 8 B | 0.34 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 37 | 56 |