Jared PalmerInterfaze AIDecision matchup
Kev 0.8Bvs.Lev
Which model makes better decisions?
Lev does better in independent tests, while Kev 0.8B is more popular.
Independent testsJev Decision Index
Kev 0.8B0 of 1
Levahead1 of 1
Popularityout of 100
Kev 0.8Bahead45
Lev31
Weights and access
Kev 0.8Bopen, local
Levopen, local
SizeParameters
Kev 0.8Bn/a
Lev4 B
Pick Kev 0.8B for
more popular
Pick Lev for
Jev Decision Index
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
Lev aheadLev is clearly ahead in 20 of 37 subtests and slightly in 11, Kev 0.8B in 0 clearly and slightly in 2. 4 are level.
Home appliances · Decision Index 0.4.1
Kev 0.8B0.0
Lev19.3
88 tasks, as of October 28, 2026
POP909 · Decision Index 0.4.1
Kev 0.8B1.5
Lev5.4
2,000 tasks, as of October 28, 2026
MMLU-Pro · Decision Index 0.4.1
Kev 0.8B22.3
Lev48.7
12,032 tasks, as of October 28, 2026
Show all 37 subtests
| Subtest | Kev 0.8B | Lev | Verdict |
|---|---|---|---|
| Home appliances · Decision Index 0.4.1 | 0.0 | 19.3 | Lev ahead |
| POP909 · Decision Index 0.4.1 | 1.5 | 5.4 | Lev ahead |
| MMLU-Pro · Decision Index 0.4.1 | 22.3 | 48.7 | Lev ahead |
| SATA-Bench · Decision Index 0.4.1 | 9.0 | 18.2 | Lev ahead |
| New Yorker · Decision Index 0.4.1 | 27.8 | 54.0 | Lev ahead |
| HellaSwag · Decision Index 0.4.1 | 42.9 | 81.2 | Lev ahead |
| BPoMP · Decision Index 0.4.1 | 47.7 | 87.7 | Lev ahead |
| API-Bank · Decision Index 0.4.1 | 43.7 | 79.1 | Lev ahead |
| ChessBench · Decision Index 0.4.1 | 7.9 | 14.3 | Lev ahead |
| GSM8K · Decision Index 0.4.1 | 19.0 | 29.2 | Lev ahead |
| BBH · Decision Index 0.4.1 | 41.4 | 61.3 | Lev ahead |
| Habermas · Decision Index 0.4.1 | 33.4 | 46.2 | Lev ahead |
| CRUXEval · Decision Index 0.4.1 | 37.7 | 50.3 | Lev ahead |
| BFCL · Decision Index 0.4.1 | 70.5 | 90.2 | Lev ahead |
| WinoGrande · Decision Index 0.4.1 | 52.8 | 66.9 | Lev ahead |
| HoVer · Decision Index 0.4.1 | 51.0 | 63.4 | Lev ahead |
| When2Call · Decision Index 0.4.1 | 43.2 | 52.3 | Lev ahead |
| CLadder · Decision Index 0.4.1 | 50.5 | 59.7 | Lev ahead |
| Humicroedit · Decision Index 0.4.1 | 50.9 | 60.1 | Lev ahead |
| cfcolor · Decision Index 0.4.1 | 55.4 | 62.2 | Lev ahead |
| CLINC150 · Decision Index 0.4.1 | 15.0 | 90.4 | Lev slightly ahead |
| RAGTruth · Decision Index 0.4.1 | 46.2 | 8.3 | Kev 0.8B slightly ahead |
| Amazon ESCI · Decision Index 0.4.1 | 22.9 | 45.9 | Lev slightly ahead |
| iSarcasmEval · Decision Index 0.4.1 | 19.9 | 40.0 | Lev slightly ahead |
| ANLI · Decision Index 0.4.1 | 33.6 | 64.5 | Lev slightly ahead |
| ContractNLI · Decision Index 0.4.1 | 40.9 | 70.4 | Lev slightly ahead |
| ACOS · Decision Index 0.4.1 | 9.9 | 7.1 | Kev 0.8B slightly ahead |
| BRIGHT · Decision Index 0.4.1 | 31.8 | 44.0 | Lev slightly ahead |
| NLI4CT · Decision Index 0.4.1 | 55.9 | 76.1 | Lev slightly ahead |
| ToolRet · Decision Index 0.4.1 | 51.7 | 62.2 | Lev slightly ahead |
| VAST · Decision Index 0.4.1 | 40.6 | 48.4 | Lev slightly ahead |
| BANKING77 · Decision Index 0.4.1 | 77.6 | 86.8 | Lev slightly ahead |
| FinEntity · Decision Index 0.4.1 | 71.4 | 74.0 | Lev slightly ahead |
| GPQA Diamond · Decision Index 0.4.1 | 33.2 | 40.3 | level |
| HLE · Decision Index 0.4.1 | 13.8 | 12.4 | level |
| MuSR · Decision Index 0.4.1 | 48.9 | 53.6 | level |
| PhishNChips · Decision Index 0.4.1 | 51.7 | 50.6 | level |
Source · latest October 28, 2026