Jared PalmerInternLMDecision matchup
Kev 0.8Bvs.Intern-Decision-4B
Which model makes better decisions?
Intern-Decision-4B does better in independent tests, while Kev 0.8B is more popular.
Pick Kev 0.8B for
Pick Intern-Decision-4B 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-4B aheadIntern-Decision-4B is clearly ahead in 21 of 37 subtests and slightly in 10, Kev 0.8B in 0 clearly and slightly in 1. 5 are level.
Home appliances · Decision Index 0.4.1
88 tasks, as of October 28, 2026
POP909 · Decision Index 0.4.1
2,000 tasks, as of October 28, 2026
SATA-Bench · Decision Index 0.4.1
1,650 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | Kev 0.8B | Intern-Decision-4B | Verdict |
|---|---|---|---|
| Home appliances · Decision Index 0.4.1 | 0.0 | 12.5 | Intern-Decision-4B ahead |
| POP909 · Decision Index 0.4.1 | 1.5 | 7.0 | Intern-Decision-4B ahead |
| SATA-Bench · Decision Index 0.4.1 | 9.0 | 30.8 | Intern-Decision-4B ahead |
| New Yorker · Decision Index 0.4.1 | 27.8 | 58.5 | Intern-Decision-4B ahead |
| MMLU-Pro · Decision Index 0.4.1 | 22.3 | 46.1 | Intern-Decision-4B ahead |
| HellaSwag · Decision Index 0.4.1 | 42.9 | 77.6 | Intern-Decision-4B ahead |
| API-Bank · Decision Index 0.4.1 | 43.7 | 76.0 | Intern-Decision-4B ahead |
| BPoMP · Decision Index 0.4.1 | 47.7 | 81.8 | Intern-Decision-4B ahead |
| ChessBench · Decision Index 0.4.1 | 7.9 | 12.6 | Intern-Decision-4B ahead |
| BBH · Decision Index 0.4.1 | 41.4 | 62.1 | Intern-Decision-4B ahead |
| Habermas · Decision Index 0.4.1 | 33.4 | 45.1 | Intern-Decision-4B ahead |
| GSM8K · Decision Index 0.4.1 | 19.0 | 25.6 | Intern-Decision-4B ahead |
| When2Call · Decision Index 0.4.1 | 43.2 | 57.8 | Intern-Decision-4B ahead |
| BFCL · Decision Index 0.4.1 | 70.5 | 92.7 | Intern-Decision-4B ahead |
| WinoGrande · Decision Index 0.4.1 | 52.8 | 68.4 | Intern-Decision-4B ahead |
| CRUXEval · Decision Index 0.4.1 | 37.7 | 45.1 | Intern-Decision-4B ahead |
| PhishNChips · Decision Index 0.4.1 | 51.7 | 61.5 | Intern-Decision-4B ahead |
| CLadder · Decision Index 0.4.1 | 50.5 | 60.0 | Intern-Decision-4B ahead |
| HoVer · Decision Index 0.4.1 | 51.0 | 60.5 | Intern-Decision-4B ahead |
| Humicroedit · Decision Index 0.4.1 | 50.9 | 58.6 | Intern-Decision-4B ahead |
| cfcolor · Decision Index 0.4.1 | 55.4 | 58.5 | Intern-Decision-4B ahead |
| CLINC150 · Decision Index 0.4.1 | 15.0 | 72.7 | Intern-Decision-4B slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 19.9 | 46.4 | Intern-Decision-4B slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 22.9 | 45.3 | Intern-Decision-4B slightly ahead |
| ANLI · Decision Index 0.4.1 | 33.6 | 58.4 | Intern-Decision-4B slightly ahead |
| ACOS · Decision Index 0.4.1 | 9.9 | 15.9 | Intern-Decision-4B slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 46.2 | 71.9 | Intern-Decision-4B slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 40.9 | 62.0 | Intern-Decision-4B slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 55.9 | 77.8 | Intern-Decision-4B slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 77.6 | 62.6 | Kev 0.8B slightly ahead |
| FinEntity · Decision Index 0.4.1 | 71.4 | 80.9 | Intern-Decision-4B slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 31.8 | 33.1 | Intern-Decision-4B slightly ahead |
| GPQA Diamond · Decision Index 0.4.1 | 33.2 | 41.3 | level |
| MuSR · Decision Index 0.4.1 | 48.9 | 53.7 | level |
| HLE · Decision Index 0.4.1 | 13.8 | 12.8 | level |
| ToolRet · Decision Index 0.4.1 | 51.7 | 52.8 | level |
| VAST · Decision Index 0.4.1 | 40.6 | 40.7 | level |
Source · latest October 28, 2026
Zero-shot IE benchmark
Intern-Decision-4B aheadIntern-Decision-4B is clearly ahead in 1 of 4 subtests, Kev 0.8B in none. 3 are level.
Zero-shot IE multilingual: rare-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
Zero-shot IE multilingual: medium-resource-language tier accuracy
18 tasks, as of October 17, 2026
Show all 4 subtests
| Subtest | Kev 0.8B | Intern-Decision-4B | Verdict |
|---|---|---|---|
| Zero-shot IE multilingual: rare-language tier accuracy | 50.0 % | 94.0 % | Intern-Decision-4B ahead |
| Zero-shot IE spectrum: mixed-pool classification accuracy | 72.9 | 85.4 | level |
| Zero-shot IE multilingual: medium-resource-language tier accuracy | 89.0 % | 100.0 % | level |
| Zero-shot IE multilingual: popular-language tier accuracy | 94.0 % | 100.0 % | level |
Source · latest October 17, 2026
All data side by side
| Kev 0.8B | Intern-Decision-4B | |
|---|---|---|
| Kind | Adapter | Standalone |
| Developer | Jared Palmer | InternLM |
| Status | Open source | Open source |
| Released | September 20, 2026 | n/a |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | n/a | 4 B |
| License | Apache-2.0 for the adapter and head | Apache-2.0 with the Qwen notices retained |
| Popularity (out of 100) | 45 | 40 |