# Decision Index 0.3 (Decision Index 0.3 Full Score)

> Decision Index 0.3 publishes full scores for 112 evaluated systems. The composite weights 37 public benchmarks at 20%, private same-skill tests at 50%, and private new-domain tasks at 30%.

Canonical page: https://benchlm.ai/benchmarks/decisionindex

- Category: [Decision Models](/decision-models)
- Last updated: October 6, 2026

The Decision Index 0.3 board lists 112 evaluated systems. This snapshot follows source commit f03e5a6 and keeps the full score values and size labels published on the board.

The full score weights 37 public benchmarks at 20%, private tests of the same skills at 50%, and private tasks from new domains at 30%. The source reports 110,201 decisions. Scores are chance-corrected and coverage-adjusted; unsupported or unanswered requests count as wrong.

The published aggregates include private task results, but the task contents and item-level answers are not public. We show the board as external reference data, separate from general model rankings.

- [Decision Index 0.3 board](https://huggingface.co/spaces/multimodalart/jev-decision-index)
- [Decision Index methodology](https://huggingface.co/spaces/multimodalart/jev-decision-index/blob/main/methodology.html)
- [Space README and model repositories](https://huggingface.co/spaces/multimodalart/jev-decision-index/blob/main/README.md)
- [Decision Models](/decision-models)

## About Decision Index 0.3 Full Score

- Year: 2026
- Tasks: 110,201 decisions across 37 public benchmarks and private task sets
- Format: Chance-corrected composite score
- Difficulty: Mixed public and private decision tasks
- Paper: [Decision Index 0.3 leaderboard](https://huggingface.co/spaces/multimodalart/jev-decision-index)

Scores are chance-corrected and coverage-adjusted. An unanswered or unsupported request counts as wrong. The source publishes the aggregate scores but not the private task contents or item-level results. This page keeps the mixed-scope composite outside general model rankings.

Decision Index 0.3 Full Score is currently displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.

## Leaderboard (112 evaluated systems)

| Rank | Model | Creator | Score |
|------|-------|---------|-------|
| 1 | [Perplexity Decider v1.1 (27B)](/models/decision-index-0-3-perplexity-decider-v1-1-27b) | Perplexity | 62.8 points |
| 2 | [Fastino GLiDE no-thinking (28B)](/models/decision-index-0-3-fastino-glide-no-thinking-28b) | Not listed | 60.2 points |
| 3 | [Jev](/models/decision-index-0-3-jev) | Not listed | 60.1 points |
| 4 | [Torchcast Decision 27B](/models/decision-index-0-3-torchcast-decision-27b) | Not listed | 59.9 points |
| 5 | [deck31b (Gemma 4 31B)](/models/decision-index-0-3-deck31b-gemma-4-31b) | Not listed | 59.0 points |
| 6 | [Kev 27B](/models/decision-index-0-3-kev-27b) | jaredpalmer | 58.8 points |
| 7 | [Quyet-1.0-Large](/models/decision-index-0-3-quyet-1-0-large) | chinhnc | 58.7 points |
| 8 | [Blink v0.3 26B-A4B (NVFP4)](/models/decision-index-0-3-blink-v0-3-26b-a4b-nvfp4) | PixilabAI | 57.8 points |
| 9 | [Decider chat · Gemma-4-31B](/models/decision-index-decider-chat-gemma4-31b) | Mapika | 57.6 points |
| 10 | [Surogate Rune 26B-A4B v3](/models/decision-index-rune-26b-a4b-v3) | Surogate | 57.4 points |
| 11 | [GEV-26B-Decide](/models/decision-index-0-3-gev-26b-decide) | autotrust | 56.2 points |
| 12 | [Xor 26B-A4B](/models/decision-index-0-3-xor-26b-a4b) | juspay | 56.0 points |
| 13 | [vLLM-SR Decision 2.0 Vega 27B](/models/decision-index-0-3-vllm-sr-decision-2-0-vega-27b) | Not listed | 55.9 points |
| 14 | [JEV-27B](/models/decision-index-0-3-jev-27b) | autotrust | 55.6 points |
| 15 | [Jebadiah 27B](/models/decision-index-0-3-jebadiah-27b) | frontier-infra | 55.6 points |
| 16 | [JADE](/models/decision-index-0-3-jade) | Not listed | 55.6 points |
| 17 | [Eikos-27B](/models/eikos-27b) | caiovicentino1 | 55.3 points |
| 18 | [Bespoke Nimble 9B v3](/models/decision-index-0-3-bespoke-nimble-9b-v3) | bespokelabs | 54.7 points |
| 19 | [Cloudflare clef](/models/cloudflare-clef) | Cloudflare | 53.1 points |
| 20 | [simple-jev · Qwen3.8-27B (featherless)](/models/decision-index-simple-jev-qwen3-8-27b) | Featherless AI | 51.8 points |
| 21 | [JPT-35B-A3B](/models/decision-index-0-3-jpt-35b-a3b) | kirp | 51.4 points |
| 22 | [reflex 27B](/models/reflex-27b) | kshetrajna12 | 51.4 points |
| 23 | [Decider chat · Qwen3.6-27B](/models/decision-index-0-3-decider-chat-qwen3-6-27b) | Not listed | 51.3 points |
| 24 | [Xor 1.2](/models/decision-index-0-3-xor-1-2) | Not listed | 51.1 points |
| 25 | [AJev lora5 (Gemma 4 12B)](/models/decision-index-0-3-ajev-lora5-gemma-4-12b) | andyzhang232 | 50.0 points |
| 26 | [Winnow-12B](/models/winnow-12b) | Eldan Ring | 49.3 points |
| 27 | [Decider 35B-A3B](/models/decider-35b-a3b) | Mapika | 48.5 points |
| 28 | [JevK5 9B v0.3.3](/models/decision-index-0-3-jevk5-9b-v0-3-3) | alibiserikbay | 48.4 points |
| 29 | [vLLM-SR Decision 2.0 Lux 9B](/models/decision-index-0-3-vllm-sr-decision-2-0-lux-9b) | Not listed | 48.2 points |
| 30 | [decisio 0.4.0 (Qwen3.6-35B-A3B)](/models/decision-index-0-3-decisio-0-4-0-qwen3-6-35b-a3b) | Not listed | 47.7 points |
| 31 | [Cloudflare clef-flash](/models/cloudflare-clef-flash) | Cloudflare | 47.6 points |
| 32 | [decisio 0.4.0 (Gemma 4 12B)](/models/decision-index-0-3-decisio-0-4-0-gemma-4-12b) | Not listed | 47.5 points |
| 33 | [JoshuaSP diffusiongemma (open-jev)](/models/decision-index-0-3-joshuasp-diffusiongemma-open-jev) | Not listed | 47.3 points |
| 34 | [Hopper 12B (trained)](/models/decision-index-0-3-hopper-12b-trained) | Not listed | 47.3 points |
| 35 | [ezjev 4B s2](/models/decision-index-0-3-ezjev-4b-s2) | everettjf | 47.0 points |
| 36 | [Jevfire](/models/decision-index-0-3-jevfire) | Not listed | 45.5 points |
| 37 | [JEV-9B](/models/decision-index-0-3-jev-9b) | autotrust | 45.2 points |
| 38 | [vLLM-SR Decision 2.0 Nox 4B](/models/decision-index-0-3-vllm-sr-decision-2-0-nox-4b) | Not listed | 45.0 points |
| 39 | [Sieve 9B](/models/decision-index-0-3-sieve-9b) | sthanika-ai | 44.6 points |
| 40 | [JPT-9B](/models/decision-index-0-3-jpt-9b) | kirp | 44.5 points |
| 41 | [Kev 9B v2](/models/decision-index-0-3-kev-9b-v2) | Not listed | 43.3 points |
| 42 | [jiwo 4B](/models/decision-index-0-3-jiwo-4b) | eljiwo | 42.9 points |
| 43 | [Hopper (G) 1.2](/models/decision-index-0-3-hopper-g-1-2) | HopitAI | 42.6 points |
| 44 | [Jev-Omni](/models/jev-omni) | akhilaaa3 | 42.4 points |
| 45 | [djev](/models/djev) | Maisa | 41.8 points |
| 46 | [JPT-4B](/models/decision-index-0-3-jpt-4b) | kirp | 41.6 points |
| 47 | [JevK5 v0.3](/models/decision-index-0-3-jevk5-v0-3) | Not listed | 41.5 points |
| 48 | [Bespoke Nimble 9B v2](/models/decision-index-0-3-bespoke-nimble-9b-v2) | bespokelabs | 41.0 points |
| 49 | [Solomon v1.1](/models/decision-index-0-3-solomon-v1-1) | Not listed | 40.9 points |
| 50 | [Decider 4B](/models/decision-index-0-3-decider-4b) | Mapika | 40.3 points |
| 51 | [razorback16 openjev diffusiongemma (NVFP4, vLLM)](/models/decision-index-0-3-razorback16-openjev-diffusiongemma-nvfp4-vllm) | Not listed | 40.0 points |
| 52 | [Jet v6.2](/models/decision-index-0-3-jet-v6-2) | michaljach | 40.0 points |
| 53 | [Kev 4B r10](/models/decision-index-0-3-kev-4b-r10) | jaredpalmer | 39.5 points |
| 54 | [Winnow-E4B](/models/decision-index-0-3-winnow-e4b) | EldanRing | 38.7 points |
| 55 | [Lev1 3.7B](/models/decision-index-0-3-lev1-3-7b) | Not listed | 38.6 points |
| 56 | [RSI-Jev v5.0 VL 3B](/models/decision-index-0-3-rsi-jev-v5-0-vl-3b) | shgao | 38.4 points |
| 57 | [Intern-Decision-4B](/models/decision-index-0-3-intern-decision-4b) | internlm | 38.2 points |
| 58 | [NeoHorse-Jev-4B](/models/decision-index-0-3-neohorse-jev-4b) | TokenRhythm | 38.0 points |
| 59 | [Ryotide Qwen v0.3.1](/models/decision-index-0-3-ryotide-qwen-v0-3-1) | Not listed | 37.0 points |
| 60 | [Kas 4B](/models/decision-index-0-3-kas-4b) | kpiya | 36.7 points |
| 61 | [lev](/models/decision-index-0-3-lev) | interfaze-ai | 36.5 points |
| 62 | [mmastrac diffusiongemma (vLLM PR 57250)](/models/decision-index-0-3-mmastrac-diffusiongemma-vllm-pr-57250) | Not listed | 36.3 points |
| 63 | [Jevstral 8B](/models/decision-index-0-3-jevstral-8b) | AmirBraham | 35.9 points |
| 64 | [Intelif Qwen3-4B](/models/decision-index-0-3-intelif-qwen3-4b) | Not listed | 34.3 points |
| 65 | [Tev1-4B-experimental](/models/decision-index-0-3-tev1-4b-experimental) | togethercomputer | 34.1 points |
| 66 | [Jobe](/models/decision-index-0-3-jobe) | Not listed | 33.1 points |
| 67 | [Gevva E4B](/models/decision-index-0-3-gevva-e4b) | davidburhans | 33.0 points |
| 68 | [openvons](/models/decision-index-0-3-openvons) | Not listed | 32.3 points |
| 69 | [open-jev (pngwn)](/models/decision-index-0-3-open-jev-pngwn) | Not listed | 32.1 points |
| 70 | [Jev-Style 2B v3](/models/decision-index-0-3-jev-style-2b-v3) | Not listed | 31.4 points |
| 71 | [Metask-Jev-4B](/models/metask-jev-4b) | Wayfind (metask-ai) | 31.0 points |
| 72 | [SemIf](/models/decision-index-0-3-semif) | Not listed | 28.8 points |
| 73 | [Gevva E2B](/models/decision-index-0-3-gevva-e2b) | davidburhans | 28.2 points |
| 74 | [vLLM-SR Decision 2.0 Sol 2B](/models/decision-index-0-3-vllm-sr-decision-2-0-sol-2b) | Not listed | 27.1 points |
| 75 | [Decider 2B](/models/decider-2b) | Mapika | 25.8 points |
| 76 | [mini-jev](/models/decision-index-0-3-mini-jev) | Not listed | 25.2 points |
| 77 | [this-that 1.2](/models/decision-index-0-3-this-that-1-2) | Not listed | 24.6 points |
| 78 | [jiwo 0.8B](/models/decision-index-0-3-jiwo-0-8b) | eljiwo | 24.3 points |
| 79 | [EXAONE-4.0-1.2B-JEV v0.3](/models/decision-index-0-3-exaone-4-0-1-2b-jev-v0-3) | Not listed | 23.3 points |
| 80 | [Intern-Decision-2B](/models/decision-index-0-3-intern-decision-2b) | internlm | 22.6 points |
| 81 | [Sieve 2B](/models/decision-index-0-3-sieve-2b) | sthanika-ai | 20.5 points |
| 82 | [OneJev 0.8B](/models/decision-index-0-3-onejev-0-8b) | OmniJev | 20.5 points |
| 83 | [JPT-0.8B](/models/decision-index-0-3-jpt-0-8b) | kirp | 18.7 points |
| 84 | [Sifr 0.8B v3.1](/models/decision-index-0-3-sifr-0-8b-v3-1) | Not listed | 17.8 points |
| 85 | [vLLM-SR Decision 2.0 Eos 0.8B](/models/decision-index-0-3-vllm-sr-decision-2-0-eos-0-8b) | Not listed | 17.5 points |
| 86 | [Bosun v3.1 1.7B](/models/decision-index-0-3-bosun-v3-1-1-7b) | Hanno-Labs | 15.8 points |
| 87 | [Bekko System One v0 400M](/models/decision-index-0-3-bekko-system-one-v0-400m) | hotchpotch | 15.2 points |
| 88 | [Dinah-0](/models/decision-index-0-3-dinah-0) | Lukitaduarte | 13.9 points |
| 89 | [Kev 0.8B r15](/models/decision-index-0-3-kev-0-8b-r15) | Not listed | 13.7 points |
| 90 | [vLLM-SR Decision 2.0 Kai 0.6B](/models/decision-index-0-3-vllm-sr-decision-2-0-kai-0-6b) | Not listed | 13.6 points |
| 91 | [Tev1-0.8B-experimental](/models/decision-index-0-3-tev1-0-8b-experimental) | togethercomputer | 12.0 points |
| 92 | [Jev-Style 0.8B v3](/models/decision-index-0-3-jev-style-0-8b-v3) | Not listed | 11.9 points |
| 93 | [Kodiak v0.2 1B (accuracy)](/models/decision-index-0-3-kodiak-v0-2-1b-accuracy) | cortex-agent-llc | 11.8 points |
| 94 | [Intern-Decision-0.8B](/models/decision-index-0-3-intern-decision-0-8b) | internlm | 11.8 points |
| 95 | [GLiNER2.5-Decide](/models/decision-index-0-3-gliner2-5-decide) | fastino | 9.2 points |
| 96 | [Bosun v3.1 0.6B](/models/bosun-v31-0-6b) | Clause Logic | 8.7 points |
| 97 | [Bekko System One v0 68M](/models/decision-index-0-3-bekko-system-one-v0-68m) | hotchpotch | 8.4 points |
| 98 | [Von 1.3](/models/decision-index-0-3-von-1-3) | Not listed | 8.2 points |
| 99 | [jeff](/models/jeff) | Logan Markewich | 7.7 points |
| 100 | [JevK5 Lite](/models/decision-index-0-3-jevk5-lite) | alibiserikbay | 6.3 points |
| 101 | [CLM-v0.1-8B](/models/decision-index-0-3-clm-v0-1-8b) | Contrastive-LM | 6.2 points |
| 102 | [LFM2.5-2.6B-RLCD](/models/decision-index-0-3-lfm2-5-2-6b-rlcd) | monotykamary | 6.1 points |
| 103 | [Laya](/models/laya) | Convai Innovations | 4.4 points |
| 104 | [Lavoir](/models/decision-index-0-3-lavoir) | moganai | 4.4 points |
| 105 | [DM-JEPA 1.1](/models/decision-index-0-3-dm-jepa-1-1) | Not listed | 4.0 points |
| 106 | [Qwen-2.5-1B-RLCD](/models/decision-index-0-3-qwen-2-5-1b-rlcd) | harshatheg | 3.9 points |
| 107 | [Bekko System One v0 17M](/models/decision-index-0-3-bekko-system-one-v0-17m) | hotchpotch | 2.9 points |
| 108 | [Julia 1](/models/decision-index-0-3-julia-1) | SupersonicLabs | 2.6 points |
| 109 | [system-one-gemma](/models/decision-index-0-3-system-one-gemma) | Not listed | 1.3 points |
| 110 | [Verdict](/models/decision-index-0-3-verdict) | Not listed | 0.0 points |
| 111 | [LFM2.5-350M-RLCD](/models/decision-index-0-3-lfm2-5-350m-rlcd) | notnotsamuel | 0.0 points |
| 112 | [Zev](/models/decision-index-0-3-zev) | Not listed | 0.0 points |

## FAQ

### What does Decision Index 0.3 Full Score measure?

Decision Index 0.3 publishes full scores for 112 evaluated systems. The composite weights 37 public benchmarks at 20%, private same-skill tests at 50%, and private new-domain tasks at 30%.

### Which model leads the published Decision Index 0.3 Full Score snapshot?

Perplexity Decider v1.1 (27B) currently leads the published Decision Index 0.3 Full Score snapshot with a score of 62.8 points.

### How many models are evaluated on Decision Index 0.3 Full Score?

The October 6, 2026 contains 112 AI models.

### Does Decision Index 0.3 Full Score affect BenchLM's overall score?

Not directly. Decision Index 0.3 Full Score is still displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.