Fastino LabsInternLMDecision matchup
GLiNER2.5-Decidevs.Intern-Decision-0.8B
Which model makes better decisions?
Intern-Decision-0.8B does better in independent tests, while GLiNER2.5-Decide is much smaller.
Pick GLiNER2.5-Decide for
Pick Intern-Decision-0.8B 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
Intern-Decision-0.8B aheadIntern-Decision-0.8B is clearly ahead in 10 of 37 subtests and slightly in 8, GLiNER2.5-Decide in 3 clearly and slightly in 5. 11 are level.
SATA-Bench · Decision Index 0.4.1
1,650 tasks, as of October 28, 2026
API-Bank · Decision Index 0.4.1
508 tasks, as of October 28, 2026
MMLU-Pro · Decision Index 0.4.1
12,032 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | GLiNER2.5-Decide | Intern-Decision-0.8B | Verdict |
|---|---|---|---|
| SATA-Bench · Decision Index 0.4.1 | 0.7 | 3.4 | Intern-Decision-0.8B ahead |
| API-Bank · Decision Index 0.4.1 | 7.7 | 21.1 | Intern-Decision-0.8B ahead |
| MMLU-Pro · Decision Index 0.4.1 | 16.1 | 26.5 | Intern-Decision-0.8B ahead |
| BFCL · Decision Index 0.4.1 | 46.2 | 64.5 | Intern-Decision-0.8B ahead |
| When2Call · Decision Index 0.4.1 | 33.4 | 46.1 | Intern-Decision-0.8B ahead |
| BBH · Decision Index 0.4.1 | 31.1 | 42.7 | Intern-Decision-0.8B ahead |
| HellaSwag · Decision Index 0.4.1 | 32.2 | 43.6 | Intern-Decision-0.8B ahead |
| CRUXEval · Decision Index 0.4.1 | 40.2 | 32.8 | GLiNER2.5-Decide ahead |
| BPoMP · Decision Index 0.4.1 | 58.2 | 50.4 | GLiNER2.5-Decide ahead |
| MuSR · Decision Index 0.4.1 | 45.2 | 51.3 | Intern-Decision-0.8B ahead |
| PhishNChips · Decision Index 0.4.1 | 50.0 | 45.9 | GLiNER2.5-Decide ahead |
| cfcolor · Decision Index 0.4.1 | 53.4 | 56.7 | Intern-Decision-0.8B ahead |
| Humicroedit · Decision Index 0.4.1 | 50.6 | 53.7 | Intern-Decision-0.8B ahead |
| ACOS · Decision Index 0.4.1 | 0.0 | 4.6 | Intern-Decision-0.8B slightly ahead |
| CLINC150 · Decision Index 0.4.1 | 60.4 | 4.9 | GLiNER2.5-Decide slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 65.6 | 11.9 | GLiNER2.5-Decide slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 25.3 | 53.3 | Intern-Decision-0.8B slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 21.8 | 35.4 | Intern-Decision-0.8B slightly ahead |
| VAST · Decision Index 0.4.1 | 35.3 | 28.0 | GLiNER2.5-Decide slightly ahead |
| ToolRet · Decision Index 0.4.1 | 38.2 | 47.4 | Intern-Decision-0.8B slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 32.4 | 26.3 | GLiNER2.5-Decide slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 48.0 | 57.7 | Intern-Decision-0.8B slightly ahead |
| FinEntity · Decision Index 0.4.1 | 66.2 | 57.1 | GLiNER2.5-Decide slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 20.1 | 22.4 | Intern-Decision-0.8B slightly ahead |
| ANLI · Decision Index 0.4.1 | 30.9 | 34.1 | Intern-Decision-0.8B slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 23.3 | 24.4 | Intern-Decision-0.8B slightly ahead |
| GPQA Diamond · Decision Index 0.4.1 | 21.4 | 28.1 | level |
| HLE · Decision Index 0.4.1 | 16.8 | 13.6 | level |
| New Yorker · Decision Index 0.4.1 | 32.2 | 27.1 | level |
| POP909 · Decision Index 0.4.1 | 1.7 | 1.6 | level |
| ChessBench · Decision Index 0.4.1 | 8.1 | 8.8 | level |
| GSM8K · Decision Index 0.4.1 | 17.3 | 18.6 | level |
| WinoGrande · Decision Index 0.4.1 | 50.7 | 53.1 | level |
| HoVer · Decision Index 0.4.1 | 50.7 | 52.3 | level |
| Habermas · Decision Index 0.4.1 | 45.5 | 44.6 | level |
| CLadder · Decision Index 0.4.1 | 50.1 | 50.5 | level |
| Home appliances · Decision Index 0.4.1 | 0.0 | 0.0 | level |
Source · latest October 28, 2026
Zero-shot IE benchmark
Intern-Decision-0.8B aheadIntern-Decision-0.8B is clearly ahead in 1 of 4 subtests, GLiNER2.5-Decide in none. 3 are level.
Zero-shot IE multilingual: rare-language tier accuracy
18 tasks, as of October 17, 2026
Zero-shot IE multilingual: medium-resource-language tier accuracy
18 tasks, as of October 17, 2026
Zero-shot IE spectrum: mixed-pool classification accuracy
48 tasks, as of October 17, 2026
Show all 4 subtests
| Subtest | GLiNER2.5-Decide | Intern-Decision-0.8B | Verdict |
|---|---|---|---|
| Zero-shot IE multilingual: rare-language tier accuracy | 33.0 % | 78.0 % | Intern-Decision-0.8B ahead |
| Zero-shot IE multilingual: medium-resource-language tier accuracy | 83.0 % | 94.0 % | level |
| Zero-shot IE spectrum: mixed-pool classification accuracy | 85.4 | 77.1 | level |
| Zero-shot IE multilingual: popular-language tier accuracy | 89.0 % | 94.0 % | level |
Source · latest October 17, 2026
SysOne-bench public results.json
levelSysOne-bench
952 tasks, as of October 23, 2026
Source · latest October 23, 2026
All data side by side
| GLiNER2.5-Decide | Intern-Decision-0.8B | |
|---|---|---|
| Kind | Classifier | Standalone |
| Developer | Fastino Labs | InternLM |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.34 B | 0.8 B |
| License | Apache-2.0 | Apache-2.0 with the Qwen notices retained |
| Popularity (out of 100) | 56 | 38 |