# Decision Index 0.3 Arts

> Decision Index 0.3 publishes chance-corrected arts scores for 112 evaluated systems.

Canonical page: https://benchlm.ai/benchmarks/jevdecisionindex03arts

- 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 arts 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 Arts

- Year: 2026
- Tasks: Arts area of the Decision Index 0.3 evaluation
- Format: Chance-corrected area score
- Difficulty: Arts and human-taste decision tasks
- Paper: [Decision Index 0.3 leaderboard](https://huggingface.co/spaces/multimodalart/jev-decision-index)

The area score appears on the board beside the full score. The full score combines public benchmarks at 20%, private tests of the same skills at 50%, and private tasks from new domains at 30%. Private task contents and item-level results are not published.

Decision Index 0.3 Arts 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 | [Torchcast Decision 27B](/models/decision-index-0-3-torchcast-decision-27b) | Not listed | 52.8 points |
| 2 | [Fastino GLiDE no-thinking (28B)](/models/decision-index-0-3-fastino-glide-no-thinking-28b) | Not listed | 51.7 points |
| 3 | [Perplexity Decider v1.1 (27B)](/models/decision-index-0-3-perplexity-decider-v1-1-27b) | Perplexity | 51.4 points |
| 4 | [Blink v0.3 26B-A4B (NVFP4)](/models/decision-index-0-3-blink-v0-3-26b-a4b-nvfp4) | PixilabAI | 50.8 points |
| 5 | [Surogate Rune 26B-A4B v3](/models/decision-index-rune-26b-a4b-v3) | Surogate | 50.4 points |
| 6 | [GEV-26B-Decide](/models/decision-index-0-3-gev-26b-decide) | autotrust | 47.7 points |
| 7 | [Xor 1.2](/models/decision-index-0-3-xor-1-2) | Not listed | 47.2 points |
| 8 | [Xor 26B-A4B](/models/decision-index-0-3-xor-26b-a4b) | juspay | 46.9 points |
| 9 | [Bespoke Nimble 9B v3](/models/decision-index-0-3-bespoke-nimble-9b-v3) | bespokelabs | 46.3 points |
| 10 | [Jev](/models/decision-index-0-3-jev) | Not listed | 46.2 points |
| 11 | [Cloudflare clef](/models/cloudflare-clef) | Cloudflare | 45.9 points |
| 12 | [Eikos-27B](/models/eikos-27b) | caiovicentino1 | 45.5 points |
| 13 | [JEV-27B](/models/decision-index-0-3-jev-27b) | autotrust | 45.4 points |
| 14 | [reflex 27B](/models/reflex-27b) | kshetrajna12 | 44.8 points |
| 15 | [vLLM-SR Decision 2.0 Vega 27B](/models/decision-index-0-3-vllm-sr-decision-2-0-vega-27b) | Not listed | 44.6 points |
| 16 | [Kev 27B](/models/decision-index-0-3-kev-27b) | jaredpalmer | 44.4 points |
| 17 | [Quyet-1.0-Large](/models/decision-index-0-3-quyet-1-0-large) | chinhnc | 44.1 points |
| 18 | [simple-jev · Qwen3.8-27B (featherless)](/models/decision-index-simple-jev-qwen3-8-27b) | Featherless AI | 44.0 points |
| 19 | [deck31b (Gemma 4 31B)](/models/decision-index-0-3-deck31b-gemma-4-31b) | Not listed | 43.8 points |
| 20 | [Decider chat · Gemma-4-31B](/models/decision-index-decider-chat-gemma4-31b) | Mapika | 43.7 points |
| 21 | [JADE](/models/decision-index-0-3-jade) | Not listed | 43.4 points |
| 22 | [Jebadiah 27B](/models/decision-index-0-3-jebadiah-27b) | frontier-infra | 43.0 points |
| 23 | [AJev lora5 (Gemma 4 12B)](/models/decision-index-0-3-ajev-lora5-gemma-4-12b) | andyzhang232 | 42.3 points |
| 24 | [Cloudflare clef-flash](/models/cloudflare-clef-flash) | Cloudflare | 41.9 points |
| 25 | [Decider chat · Qwen3.6-27B](/models/decision-index-0-3-decider-chat-qwen3-6-27b) | Not listed | 41.2 points |
| 26 | [Decider 35B-A3B](/models/decider-35b-a3b) | Mapika | 40.7 points |
| 27 | [JPT-35B-A3B](/models/decision-index-0-3-jpt-35b-a3b) | kirp | 40.0 points |
| 28 | [decisio 0.4.0 (Qwen3.6-35B-A3B)](/models/decision-index-0-3-decisio-0-4-0-qwen3-6-35b-a3b) | Not listed | 39.1 points |
| 29 | [JoshuaSP diffusiongemma (open-jev)](/models/decision-index-0-3-joshuasp-diffusiongemma-open-jev) | Not listed | 38.4 points |
| 30 | [decisio 0.4.0 (Gemma 4 12B)](/models/decision-index-0-3-decisio-0-4-0-gemma-4-12b) | Not listed | 37.7 points |
| 31 | [Jevfire](/models/decision-index-0-3-jevfire) | Not listed | 37.0 points |
| 32 | [lev](/models/decision-index-0-3-lev) | interfaze-ai | 37.0 points |
| 33 | [Lev1 3.7B](/models/decision-index-0-3-lev1-3-7b) | Not listed | 36.9 points |
| 34 | [djev](/models/djev) | Maisa | 36.5 points |
| 35 | [Hopper 12B (trained)](/models/decision-index-0-3-hopper-12b-trained) | Not listed | 36.4 points |
| 36 | [vLLM-SR Decision 2.0 Lux 9B](/models/decision-index-0-3-vllm-sr-decision-2-0-lux-9b) | Not listed | 36.3 points |
| 37 | [ezjev 4B s2](/models/decision-index-0-3-ezjev-4b-s2) | everettjf | 35.9 points |
| 38 | [JevK5 9B v0.3.3](/models/decision-index-0-3-jevk5-9b-v0-3-3) | alibiserikbay | 35.3 points |
| 39 | [razorback16 openjev diffusiongemma (NVFP4, vLLM)](/models/decision-index-0-3-razorback16-openjev-diffusiongemma-nvfp4-vllm) | Not listed | 35.1 points |
| 40 | [Winnow-12B](/models/winnow-12b) | Eldan Ring | 34.1 points |
| 41 | [JEV-9B](/models/decision-index-0-3-jev-9b) | autotrust | 34.1 points |
| 42 | [Ryotide Qwen v0.3.1](/models/decision-index-0-3-ryotide-qwen-v0-3-1) | Not listed | 34.0 points |
| 43 | [Kas 4B](/models/decision-index-0-3-kas-4b) | kpiya | 33.8 points |
| 44 | [Jobe](/models/decision-index-0-3-jobe) | Not listed | 33.3 points |
| 45 | [jiwo 4B](/models/decision-index-0-3-jiwo-4b) | eljiwo | 33.2 points |
| 46 | [Decider 4B](/models/decision-index-0-3-decider-4b) | Mapika | 33.2 points |
| 47 | [mmastrac diffusiongemma (vLLM PR 57250)](/models/decision-index-0-3-mmastrac-diffusiongemma-vllm-pr-57250) | Not listed | 32.8 points |
| 48 | [JevK5 v0.3](/models/decision-index-0-3-jevk5-v0-3) | Not listed | 32.7 points |
| 49 | [Hopper (G) 1.2](/models/decision-index-0-3-hopper-g-1-2) | HopitAI | 32.6 points |
| 50 | [Bespoke Nimble 9B v2](/models/decision-index-0-3-bespoke-nimble-9b-v2) | bespokelabs | 32.3 points |
| 51 | [JPT-9B](/models/decision-index-0-3-jpt-9b) | kirp | 31.9 points |
| 52 | [Intern-Decision-4B](/models/decision-index-0-3-intern-decision-4b) | internlm | 31.6 points |
| 53 | [SemIf](/models/decision-index-0-3-semif) | Not listed | 31.5 points |
| 54 | [Jet v6.2](/models/decision-index-0-3-jet-v6-2) | michaljach | 31.1 points |
| 55 | [Jev-Omni](/models/jev-omni) | akhilaaa3 | 30.6 points |
| 56 | [vLLM-SR Decision 2.0 Nox 4B](/models/decision-index-0-3-vllm-sr-decision-2-0-nox-4b) | Not listed | 30.3 points |
| 57 | [openvons](/models/decision-index-0-3-openvons) | Not listed | 30.3 points |
| 58 | [mini-jev](/models/decision-index-0-3-mini-jev) | Not listed | 30.0 points |
| 59 | [JPT-4B](/models/decision-index-0-3-jpt-4b) | kirp | 29.3 points |
| 60 | [Solomon v1.1](/models/decision-index-0-3-solomon-v1-1) | Not listed | 28.9 points |
| 61 | [Winnow-E4B](/models/decision-index-0-3-winnow-e4b) | EldanRing | 27.9 points |
| 62 | [Sieve 9B](/models/decision-index-0-3-sieve-9b) | sthanika-ai | 27.5 points |
| 63 | [Gevva E4B](/models/decision-index-0-3-gevva-e4b) | davidburhans | 26.7 points |
| 64 | [Tev1-4B-experimental](/models/decision-index-0-3-tev1-4b-experimental) | togethercomputer | 26.2 points |
| 65 | [Intelif Qwen3-4B](/models/decision-index-0-3-intelif-qwen3-4b) | Not listed | 25.5 points |
| 66 | [Decider 2B](/models/decider-2b) | Mapika | 22.5 points |
| 67 | [Sieve 2B](/models/decision-index-0-3-sieve-2b) | sthanika-ai | 22.4 points |
| 68 | [Metask-Jev-4B](/models/metask-jev-4b) | Wayfind (metask-ai) | 22.1 points |
| 69 | [Jev-Style 2B v3](/models/decision-index-0-3-jev-style-2b-v3) | Not listed | 22.0 points |
| 70 | [Kev 4B r10](/models/decision-index-0-3-kev-4b-r10) | jaredpalmer | 21.5 points |
| 71 | [Bekko System One v0 400M](/models/decision-index-0-3-bekko-system-one-v0-400m) | hotchpotch | 21.5 points |
| 72 | [RSI-Jev v5.0 VL 3B](/models/decision-index-0-3-rsi-jev-v5-0-vl-3b) | shgao | 21.4 points |
| 73 | [Kev 9B v2](/models/decision-index-0-3-kev-9b-v2) | Not listed | 20.2 points |
| 74 | [Intern-Decision-2B](/models/decision-index-0-3-intern-decision-2b) | internlm | 19.4 points |
| 75 | [open-jev (pngwn)](/models/decision-index-0-3-open-jev-pngwn) | Not listed | 18.6 points |
| 76 | [this-that 1.2](/models/decision-index-0-3-this-that-1-2) | Not listed | 17.7 points |
| 77 | [Kodiak v0.2 1B (accuracy)](/models/decision-index-0-3-kodiak-v0-2-1b-accuracy) | cortex-agent-llc | 16.9 points |
| 78 | [Jevstral 8B](/models/decision-index-0-3-jevstral-8b) | AmirBraham | 16.6 points |
| 79 | [vLLM-SR Decision 2.0 Sol 2B](/models/decision-index-0-3-vllm-sr-decision-2-0-sol-2b) | Not listed | 15.8 points |
| 80 | [Bekko System One v0 68M](/models/decision-index-0-3-bekko-system-one-v0-68m) | hotchpotch | 15.8 points |
| 81 | [EXAONE-4.0-1.2B-JEV v0.3](/models/decision-index-0-3-exaone-4-0-1-2b-jev-v0-3) | Not listed | 15.5 points |
| 82 | [NeoHorse-Jev-4B](/models/decision-index-0-3-neohorse-jev-4b) | TokenRhythm | 14.2 points |
| 83 | [Gevva E2B](/models/decision-index-0-3-gevva-e2b) | davidburhans | 14.0 points |
| 84 | [jiwo 0.8B](/models/decision-index-0-3-jiwo-0-8b) | eljiwo | 13.5 points |
| 85 | [Qwen-2.5-1B-RLCD](/models/decision-index-0-3-qwen-2-5-1b-rlcd) | harshatheg | 11.8 points |
| 86 | [OneJev 0.8B](/models/decision-index-0-3-onejev-0-8b) | OmniJev | 10.3 points |
| 87 | [LFM2.5-2.6B-RLCD](/models/decision-index-0-3-lfm2-5-2-6b-rlcd) | monotykamary | 10.0 points |
| 88 | [vLLM-SR Decision 2.0 Eos 0.8B](/models/decision-index-0-3-vllm-sr-decision-2-0-eos-0-8b) | Not listed | 9.4 points |
| 89 | [Bosun v3.1 1.7B](/models/decision-index-0-3-bosun-v3-1-1-7b) | Hanno-Labs | 8.6 points |
| 90 | [JPT-0.8B](/models/decision-index-0-3-jpt-0-8b) | kirp | 8.0 points |
| 91 | [vLLM-SR Decision 2.0 Kai 0.6B](/models/decision-index-0-3-vllm-sr-decision-2-0-kai-0-6b) | Not listed | 8.0 points |
| 92 | [Jev-Style 0.8B v3](/models/decision-index-0-3-jev-style-0-8b-v3) | Not listed | 8.0 points |
| 93 | [Intern-Decision-0.8B](/models/decision-index-0-3-intern-decision-0-8b) | internlm | 8.0 points |
| 94 | [Sifr 0.8B v3.1](/models/decision-index-0-3-sifr-0-8b-v3-1) | Not listed | 7.8 points |
| 95 | [Dinah-0](/models/decision-index-0-3-dinah-0) | Lukitaduarte | 7.0 points |
| 96 | [Bosun v3.1 0.6B](/models/bosun-v31-0-6b) | Clause Logic | 6.6 points |
| 97 | [system-one-gemma](/models/decision-index-0-3-system-one-gemma) | Not listed | 6.6 points |
| 98 | [Von 1.3](/models/decision-index-0-3-von-1-3) | Not listed | 6.5 points |
| 99 | [GLiNER2.5-Decide](/models/decision-index-0-3-gliner2-5-decide) | fastino | 6.4 points |
| 100 | [Laya](/models/laya) | Convai Innovations | 6.0 points |
| 101 | [Tev1-0.8B-experimental](/models/decision-index-0-3-tev1-0-8b-experimental) | togethercomputer | 5.7 points |
| 102 | [DM-JEPA 1.1](/models/decision-index-0-3-dm-jepa-1-1) | Not listed | 5.1 points |
| 103 | [JevK5 Lite](/models/decision-index-0-3-jevk5-lite) | alibiserikbay | 4.9 points |
| 104 | [Bekko System One v0 17M](/models/decision-index-0-3-bekko-system-one-v0-17m) | hotchpotch | 4.9 points |
| 105 | [Lavoir](/models/decision-index-0-3-lavoir) | moganai | 4.5 points |
| 106 | [Kev 0.8B r15](/models/decision-index-0-3-kev-0-8b-r15) | Not listed | 4.4 points |
| 107 | [LFM2.5-350M-RLCD](/models/decision-index-0-3-lfm2-5-350m-rlcd) | notnotsamuel | 4.1 points |
| 108 | [CLM-v0.1-8B](/models/decision-index-0-3-clm-v0-1-8b) | Contrastive-LM | 2.5 points |
| 109 | [Zev](/models/decision-index-0-3-zev) | Not listed | 2.5 points |
| 110 | [Julia 1](/models/decision-index-0-3-julia-1) | SupersonicLabs | 2.3 points |
| 111 | [jeff](/models/jeff) | Logan Markewich | 0.9 points |
| 112 | [Verdict](/models/decision-index-0-3-verdict) | Not listed | 0.0 points |

## FAQ

### What does Decision Index 0.3 Arts measure?

Decision Index 0.3 publishes chance-corrected arts scores for 112 evaluated systems.

### Which model leads the published Decision Index 0.3 Arts snapshot?

Torchcast Decision 27B currently leads the published Decision Index 0.3 Arts snapshot with a score of 52.8 points.

### How many models are evaluated on Decision Index 0.3 Arts?

The October 6, 2026 contains 112 AI models.

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

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