whatmodel.sh · find the best decision models you can run

Best Decision models for tools & automation

A leaderboard of the best Decision models for tools & automation. Clef-flash is #1 right now, followed by Clef-omni and Clef. Published typed-decision evaluations, with evaluator-specific protocols and tested settings retained. Each task score uses only its reviewed benchmarks. Filter by your computer or budget to find the best one you can use.

250 models · 9 benchmarks · updated

Compare tested decision models and inference recipes across text, vision and workflow tasks. Use task filters and raw results: probability consistency measures coherence, not correctness.

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ram[2][4][8][16][24][32][48][64][96][128][192][256]
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gpu[apple silicon][graphics card][unified memory][none]
price[local][$0.05][$0.1][any]max per M input tokens
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task[all tasks][tools & automation][retrieval & classification][language understanding][arts & human taste][knowledge & reasoning][vision][workflows][consistency]

Scores use reviewed tools & automation evaluations only. Compare scores within this task. Models without task measurements are excluded.

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Run curl whatmodel.sh/decisionto get this list in your terminal (add &format=json for agents).

Score vs release date

Release dates available for 72 of 250 models. Undated models are omitted; month-only dates are plotted at the start of the month.

#modeltask score↓where↓RAM↓speed↓get itsources
#modeltask score↓where↓RAM↓speed↓get itsources
1Clef-flash Cloudflare70±2api $0.038/M input tokens +local~25GBdevelopers.cloudflare.com ↗Decision Index 0.4.1AgentDecisionBenchDecideBench (Cho Yin Yong)
2Clef-omni Cloudflare70±2api $0.15/M input tokens +local~87GBdevelopers.cloudflare.com ↗Decision Index 0.4.1
3Clef Cloudflare69±1api $0.24/M input tokens +local~68GBdevelopers.cloudflare.com ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
4baselabs elephant-1 (9B) baselabs68±1†model files ↗huggingface.co ↗Decision Index 0.4.1
5baselabs mammoth-1 (27B) baselabs68±1†model files ↗huggingface.co ↗Decision Index 0.4.1
6OneJev1.6-9B OmniJev68±1†model files ↗huggingface.co ↗Decision Index 0.4.1
7Matilda Decision v1 Maincode67±1†model files ↗huggingface.co ↗Decision Index 0.4.1
8OneJev1.6-27B OmniJev67±1†model files ↗huggingface.co ↗Decision Index 0.4.1
9KnowLine 26B-A4B Gen2.5 PelaAI67±1†model files ↗huggingface.co ↗Decision Index 0.4.1
10linne-fern 1.0 (27B) MISA-AICORE67±1†model files ↗huggingface.co ↗Decision Index 0.4.1
11deck31b (Gemma 4 31B) (decision readout) krishna-gogineni-76566±1source code ↗github.com ↗Decision Index 0.4.1
12Bespoke Nimble v4 Max (27B) Bespoke Labs66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
13MISA AI 2.0 Decision Plus · oak 1.1 (31B) MISA JSC66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
14Solomon v1.1 Doccy Health66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
15WeMM-JEV-27B Rover0066±1†model files ↗huggingface.co ↗Decision Index 0.4.1
16StartLux-Decision v1.1 27B StartLux66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
17Nace.AI Drex Max v1 (27B) Nace-Deepinfra66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
18OneJev1.6-4B OmniJev66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
19AnyJev L0 · Gemma-4-31B (decision readout) MorrisZJ66±1†source code ↗github.com ↗Decision Index 0.4.1
20Decider chat · Gemma-4-31B (decision readout) Mapika66±1†source code ↗github.com ↗Decision Index 0.4.1
21Sieve 31B v3 Sthānika AI66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
22Amos 1 Large (27B) mukaddamzaid66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
23Cerno 27B apertixai66±1†model files ↗huggingface.co ↗Decision Index 0.4.1
24decisio 0.6.0 (Gemma 4 31B) (decision readout) aminry65±1†source code ↗github.com ↗Decision Index 0.4.1
25Decider 31B (NVFP4) Mapika65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
26AJev lm6q (Gemma 4 31B) andyzhang23265±1†model files ↗huggingface.co ↗Decision Index 0.4.1
27AnyJev Tacitus 31B morriszjm65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
28StartLux-Decision v1.1 9B StartLux65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
29KnowLine 31B Gen1 PelaAI65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
30Perplexity Decider v1.2 (27B) Perplexity65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
31Aleria Judge 1.1.1 (Gemma 4 31B) (decision readout) ALERIA-ML65±1†source code ↗github.com ↗Decision Index 0.4.1
32H2O Lightning 31B v1.1 H2O.ai65±1†request access ↗huggingface.co ↗Decision Index 0.4.1
33FlexDM · Gemma-4-31B (decision readout) 1000luca65±1†source code ↗github.com ↗Decision Index 0.4.1
34vLLM-SR d3-turbo v1.1 (27B) vLLM Semantic Router65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
35Kev 27B Jared Palmer65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
36Torchcast Decision 27B Torchcast AI65±1†model files ↗huggingface.co ↗Decision Index 0.4.1
37Ainvest-Decision-27B v1.0 Ainvest-World64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
38RSI-Jev v6.1 VL 27B (effort auto) shgao64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
39baselabs joey-1 (2B) baselabs64±1†api price unknownopenrouter.ai ↗Decision Index 0.4.1
40Jeffan-31b-1710 tattrongvu64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
41Turion Jev 31B Turion.AI64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
42KnowLine 35B-A3B Gen1.5 PelaAI64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
43vera-large scar-ai64±1†model files ↗huggingface.co ↗Decision Index 0.4.1
44reflex Qwen3.8-27B-FP8 (pmscr) (decision readout) kshetrajna1264±1†source code ↗github.com ↗Decision Index 0.4.1
45Bespoke Nimble 9B v3 Bespoke Labs63±1†local~21GBhow to run › Decision Index 0.4.1
46oenogarum (Gemma 4 31B) plantwaterer63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
47Decider chat · Qwen3.6-27B (decision readout) Mapika63±1†source code ↗github.com ↗Decision Index 0.4.1
48Quyet-1.0-Large chinhnc63±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
49Fastino GLiDE 1.2 Fastino63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
50vLLM-SR d3 (27B) vLLM Semantic Router63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
51jev-brain · Gemma-4-31B (decision readout) wcole363±1†source code ↗github.com ↗Decision Index 0.4.1
52Seb-9B v2 ironbcc63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
53Amber Hybrid 4B (decision readout) MLukauskas63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
54vLLM-SR d3-ultra (Decision 3.0, 27B) vLLM Semantic Router63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
55VisionJEV 1.0.0 (27B) taoszhang63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
56KnowLine 4B Gen5.5 PelaAI63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
57Bobcat 1.3 (31B) sanghwa-na63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
58garum (Gemma 4 31B) plantwaterer63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
59AutoTrust-JEV-27B v1.1 AutoTrust AI Lab63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
60Qwen Decision 27B noncausal LoRA jsaurabh63±1†model files ↗huggingface.co ↗Decision Index 0.4.1
61Standard One 35B SH (v1) Standard Thinking62±1†model files ↗huggingface.co ↗Decision Index 0.4.1
62Jebadiah 27B v2.1 (T1e) frontier-infra62±1†local~69GBhow to run › Decision Index 0.4.1
63KnowLine 9B Gen1 PelaAI62±1†model files ↗huggingface.co ↗Decision Index 0.4.1
64Amber 4B MLukauskas62±1†model files ↗huggingface.co ↗Decision Index 0.4.1
65OneShot 27B OneShot61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
66Lychee-27B LycheeAI61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
67JADE theunnecessarythings61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
68mogan-decision-31B-it Mogan AI61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
69CoCo-Decision-4B 2.4 Corners61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
70Lumma-fev-27B FrontiersMind61±1†model files ↗huggingface.co ↗Decision Index 0.4.1
71Hopper 12B (trained) HopitAI61±1model files ↗huggingface.co ↗Decision Index 0.4.1
72simple-jev · Qwen3.8-27B (featherless) (decision readout) featherless-ai61±1†source code ↗github.com ↗Decision Index 0.4.1
73Darwin-27B-ZTC FINAL_Bench60±1†model files ↗huggingface.co ↗Decision Index 0.4.1
74garas (Gemma 4 31B) plantwaterer60±1†model files ↗huggingface.co ↗Decision Index 0.4.1
75Nace.AI Drex v2.0 (35B-A3B) Nace.AI60±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
76Verdin-4B v1.1 victorbennett60±1†model files ↗huggingface.co ↗Decision Index 0.4.1
77AJev lora7 (Gemma 4 12B) andyzhang23260±1†model files ↗huggingface.co ↗Decision Index 0.4.1
78Jev-Omni akhilaaa360±1†model files ↗huggingface.co ↗Decision Index 0.4.1
79allec-oavg (Gemma 4 31B) plantwaterer60±1†model files ↗huggingface.co ↗Decision Index 0.4.1
80Jeffan-4B-2010 tattrongvu60±1†model files ↗huggingface.co ↗Decision Index 0.4.1
81JoshuaSP diffgemma (decision readout) JoshuaSP59±1†source code ↗github.com ↗Decision Index 0.4.1
82Standard One 3B SH (v4) Standard Thinking59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
83StartLux-Decision v1.1 4B StartLux59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
84OneJev1.6-0.8B OmniJev59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
85JEV-35B AutoTrust AI Lab59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
86Span-02 (Gemma 4 26B-A4B) Respan59±1†api price unknownopenrouter.ai ↗Decision Index 0.4.1
87Eikos-27B-FP8 Qwen3.8-27B LoRA caiovicentino159±1†model files ↗huggingface.co ↗Decision Index 0.4.1
88Saif 4B Gyr Technology59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
89GPT-6 Luna Decisions OpenAI59±8*api price unknownopenrouter.ai ↗DecideBench (Cho Yin Yong)
90Wald-26B-A4B ORG2 AI59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
91vLLM-SR d3-flash (9B) vLLM Semantic Router59±1†local~18GBhow to run › Decision Index 0.4.1
92Xor 1.2 Juspay Technologies59±1†model files ↗huggingface.co ↗Decision Index 0.4.1
93Sieve 27B v2 Sthānika AI58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
94decisio 0.4.0 (Gemma 4 12B) (decision readout) aminry58±1†source code ↗github.com ↗Decision Index 0.4.1
95TokenRhythm NeoHorse-Jev-4B TokenRhythm58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
96Shisa DE-2.1 (repeat) Shisa.AI58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
97ezjev 4B s2 everettjf58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
98mmastrac diffgemma (decision readout) vllm-project58±1†source code ↗github.com ↗Decision Index 0.4.1
99JEV-27B AutoTrust AI Lab58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
100JPT-35B-A3B kirp58±1model files ↗huggingface.co ↗Decision Index 0.4.1
101decisio 0.4.0 (Qwen3.6-35B-A3B) (decision readout) aminry58±1†source code ↗github.com ↗Decision Index 0.4.1
102Blink v0.3 26B-A4B (NVFP4) Pixilab.ai58±1†model files ↗huggingface.co ↗Decision Index 0.4.1
103Jev 1.13 TypeSafe58±1api $0.042/M input tokensdocs.typesafe.ai ↗Decision Index 0.4.1AgentDecisionBenchDecideBench (Cho Yin Yong)
104Perplexity Decider Flash v1.2 (4B) Perplexity57±1†local~10GBhow to run › Decision Index 0.4.1
105Sieve 9B v2 Sthānika AI57±1†model files ↗huggingface.co ↗Decision Index 0.4.1
106Xor 26B-A4B v1.2 Juspay Technologies57±1†model files ↗huggingface.co ↗Decision Index 0.4.1
107vLLM-SR Decision 2.0 Vega 27B vLLM Semantic Router57±1†model files ↗huggingface.co ↗Decision Index 0.4.1
108Jevfire Qwen3.8-27B (decision readout) kikoncuo57±1†source code ↗github.com ↗Decision Index 0.4.1
109muria (Gemma 4 12B) plantwaterer57±1†model files ↗huggingface.co ↗Decision Index 0.4.1
110vLLM-SR d3-mini (4B) vLLM Semantic Router57±1†local~11GBhow to run › Decision Index 0.4.1
111SynACK Decide 26B-A4B v7 SkyPanther56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
112razorback16 diffgemma (decision readout) vllm-project56±1†source code ↗github.com ↗Decision Index 0.4.1
113AJev lora1 (Gemma 4 26B-A4B) andyzhang23256±1†model files ↗huggingface.co ↗Decision Index 0.4.1
114Jegue 0.1 (9B) fdemelo56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
115Sieve 9B Sthānika AI56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
116Standard One 8B SH (v4) Standard Thinking56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
117Mica v0.5 4B akivet56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
118Kev 9B v2 Jared Palmer56±1†model files ↗huggingface.co ↗Decision Index 0.4.1
119Cerno 9B v1.1 apertixai55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
120Senova-4B v2 WangSenQWQ55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
121Nace.AI Drex v1.5 Nace.AI55±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
122Surogate Rune 26B-A4B v3 Surogate55±1†request access ↗huggingface.co ↗Decision Index 0.4.1
123JPT-9B Qwen3.5-9B LoRA kirp55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
124decider-4b v2.1 (JevBench mini) Mapika55±7*source code ↗github.com ↗AgentDecisionBench
125Winnow-12B EldanRing55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
126StartLux-Decision v1.1 2B StartLux55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
127GEV-26B-Decide AutoTrust AI Lab55±1†model files ↗huggingface.co ↗Decision Index 0.4.1
128Jebadiah 9B v2.1 (T1e) frontier-infra54±1†local~25GBhow to run › Decision Index 0.4.1
129Aurelis-2B Leptos Labs54±1†model files ↗huggingface.co ↗Decision Index 0.4.1
130Sieve 4B Sthānika AI54±1†model files ↗huggingface.co ↗Decision Index 0.4.1
131Lev1 3.7B theaviv53±1model files ↗huggingface.co ↗Decision Index 0.4.1
132Amber 0.4B MLukauskas53±1†model files ↗huggingface.co ↗Decision Index 0.4.1
133vLLM-SR Decision 2.0 Lux 9B vLLM Semantic Router53±1†local~20GBhow to run › Decision Index 0.4.1
134Tern-35B-A3B matthewagi53±1†model files ↗huggingface.co ↗Decision Index 0.4.1
135StartLux-Decision v1.1 0.8B StartLux52±1†model files ↗huggingface.co ↗Decision Index 0.4.1
136JevK5 9B v0.3.3 alibiserikbay52±1†model files ↗huggingface.co ↗Decision Index 0.4.1
137SemIf Qwen3.5-4B Base (decision readout) TheoLeeCJ52±1†source code ↗github.com ↗Decision Index 0.4.1
138Crivo-1B tardellirs51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
139JevK5 Lite alibiserikbay51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
140PurpleMIST-Flash-1.0 Olaverse Lab51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
141Kev 4B r10 Jared Palmer51±1†local~11GBhow to run › Decision Index 0.4.1
142djev diffgemma (decision readout) Davipar51±1†source code ↗github.com ↗Decision Index 0.4.1
143Jobe Qwen3.5-4B (decision readout) MantisShrimpdev51±1†source code ↗github.com ↗Decision Index 0.4.1
144InternLM Intern-Decision Qwen3.5-4B Shanghai AI Laboratory (InternLM)51±1model files ↗huggingface.co ↗Decision Index 0.4.1AgentDecisionBench
145jiwo 4B v2 eljiwo51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
146JEV-9B AutoTrust AI Lab51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
147Gevva E4B davidburhans51±1†model files ↗huggingface.co ↗Decision Index 0.4.1
148RSI-Jev v6.1 VL 4B shgao50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
149Saina Helm 2.0 v2 Saina50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
150Gevva E2B davidburhans50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
151Nari Decision 4B v3.2 blackmallangcow50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
152Aplomb 1 EmpirioLabs AI50±1†request access ↗huggingface.co ↗Decision Index 0.4.1
153Jev-Style 2B v4 chaoliangUNSW50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
154Cerno 4B v1.1 apertixai50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
155Intelif Qwen3-4B UserMoonlight50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
156vLLM-SR d3-nano (2B) vLLM Semantic Router50±1†local~8.2GBhow to run › Decision Index 0.4.1
157Decider 35B-A3B Mapika50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
158Hopper (G) 1.2 Qwen3.5-4B LoRA HopitAI50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
159Kas 4B kpiya50±1model files ↗huggingface.co ↗Decision Index 0.4.1
160vera-core-2 scar-ai50±1†model files ↗huggingface.co ↗Decision Index 0.4.1
161Saina Helm 2 Omni (0.8B) Saina49±1†model files ↗huggingface.co ↗Decision Index 0.4.1
162Trio-Spark DI (9B) MachineFi Labs49±1†request access ↗huggingface.co ↗Decision Index 0.4.1
163vLLM-SR vela3-fast (Vela 3.0, 0.4B) vLLM Semantic Router49±1†model files ↗huggingface.co ↗Decision Index 0.4.1
164Bespoke Nimble 9B v2 Bespoke Labs49±1†local~20GBhow to run › Decision Index 0.4.1
165JPT-4B Qwen3.5-4B LoRA kirp49±1†model files ↗huggingface.co ↗Decision Index 0.4.1
166Winnow-E4B EldanRing49±1†model files ↗huggingface.co ↗Decision Index 0.4.1
167Jevstral 8B AmirBraham49±1†model files ↗huggingface.co ↗Decision Index 0.4.1
168LatentMesh Blitz 2B v1 LatentMesh Labs48±1†request access ↗huggingface.co ↗Decision Index 0.4.1
169Ryotide Qwen v0.3.1 (decision readout) csabag48±1†source code ↗github.com ↗Decision Index 0.4.1
170vLLM-SR Decision 2.0 Nox 4B vLLM Semantic Router48±1†local~12GBhow to run › Decision Index 0.4.1
171Mola-150M codavidgarcia48±1†model files ↗huggingface.co ↗Decision Index 0.4.1
172Saracura PT-BR 4B Felhen48±1†model files ↗huggingface.co ↗Decision Index 0.4.1
173GLiClass v4 edge (0.4B) Knowledgator Engineering47±1†local~2.7GBhow to run › Decision Index 0.4.1
174Interfaze lev Qwen3.5-4B LoRA Interfaze47±1†model files ↗huggingface.co ↗Decision Index 0.4.1
175Together Tev1 Qwen3.5-4B Together47±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
176jdi-ptr14-0.8b AnamK47±1†model files ↗huggingface.co ↗Decision Index 0.4.1
177crystal-0.8b Kyunghwan-kim46±1†model files ↗huggingface.co ↗Decision Index 0.4.1
178open-jev (pngwn) pngwn46±1†model files ↗huggingface.co ↗Decision Index 0.4.1
179LiquidAI d1-3B Liquid AI46±1†model files ↗huggingface.co ↗Decision Index 0.4.1
180Mola-68M codavidgarcia46±1†model files ↗huggingface.co ↗Decision Index 0.4.1
181tasksource Decider nano v5 (150M) tasksource45±1†model files ↗huggingface.co ↗Decision Index 0.4.1
182Sieve 2B v3 Sthānika AI45±1†model files ↗huggingface.co ↗Decision Index 0.4.1
183Decider 4B Mapika44±1†local~11GBhow to run › Decision Index 0.4.1
184EXAONE-4.0-1.2B-JEV v0.3 carrtesy44±1†model files ↗huggingface.co ↗Decision Index 0.4.1
185Valen-4B Valen44±1†model files ↗huggingface.co ↗Decision Index 0.4.1
186Crivo-400M tardellirs44±1†model files ↗huggingface.co ↗Decision Index 0.4.1
187Metask-Jev-4B Metask-AI-Lab43±1†model files ↗huggingface.co ↗Decision Index 0.4.1
188vLLM-SR d3-lite (0.8B) vLLM Semantic Router42±1†local~4.5GBhow to run › Decision Index 0.4.1
189RSI-Jev v5.0 VL 3B shgao42±1†model files ↗huggingface.co ↗Decision Index 0.4.1
190Dinah-1 Lukitaduarte41±1†model files ↗huggingface.co ↗Decision Index 0.4.1
191Valen-2B Valen41±1†model files ↗huggingface.co ↗Decision Index 0.4.1
192FlyMy.AI Decision 4B v1.6 FlyMy.AI41±1†model files ↗huggingface.co ↗Decision Index 0.4.1
193Sieve 0.8B Sthānika AI41±1†model files ↗huggingface.co ↗Decision Index 0.4.1
194JevK5 v0.3 alibiserikbay41±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
195openvons Qwen3-4B (decision readout) genai-craft41±1†source code ↗github.com ↗Decision Index 0.4.1
196jiwo 0.8B v2 eljiwo40±1†model files ↗huggingface.co ↗Decision Index 0.4.1
197Decider 2B Mapika40±1†model files ↗huggingface.co ↗Decision Index 0.4.1
198Crivo-68M tardellirs39±1†model files ↗huggingface.co ↗Decision Index 0.4.1
199FLock this-that 1.2 FLock.io39±1†model files ↗huggingface.co ↗Decision Index 0.4.1
200vLLM-SR Decision 2.0 Sol 2B vLLM Semantic Router39±1†local~11GBhow to run › Decision Index 0.4.1
201vLLM-SR vela3-fast-vision (Vela 3.0, 0.25B) vLLM Semantic Router39±1†model files ↗huggingface.co ↗Decision Index 0.4.1
202Strands Decider 2B (Hobson v21) Amazon Web Services38±1local~6.6GBhow to run › Decision Index 0.4.1
203DecisionTune 1.0 DecisionTune38±1†model files ↗huggingface.co ↗Decision Index 0.4.1
204Sifr 0.8B v3.1 mohamedlotfy5037±1†model files ↗huggingface.co ↗Decision Index 0.4.1
205wyat-1-800m teilomillet36±1†model files ↗huggingface.co ↗Decision Index 0.4.1
206Sieve 2B Sthānika AI36±1†model files ↗huggingface.co ↗Decision Index 0.4.1
207mini-jev Qwen3-4B (decision readout) r-ms36±0†source code ↗github.com ↗Decision Index 0.4.1
208Crivo-32M v2 tardellirs35±0†model files ↗huggingface.co ↗Decision Index 0.4.1
209JPT-0.8B Qwen3.5-0.8B LoRA kirp35±0†model files ↗huggingface.co ↗Decision Index 0.4.1
210Crivo-150M v2 tardellirs35±0†model files ↗huggingface.co ↗Decision Index 0.4.1
211JEV Ettin 150M Elfsong35±0†model files ↗huggingface.co ↗Decision Index 0.4.1
212Prumo (rule-based engine) tardellirs35±0†source code ↗huggingface.co ↗Decision Index 0.4.1
213PICK-150M v5 lCREEl33±0†model files ↗huggingface.co ↗Decision Index 0.4.1
214vLLM-SR d3-edge (0.6B) vLLM Semantic Router33±0†local~2.6GBhow to run › Decision Index 0.4.1
215InternLM Intern-Decision Qwen3.5-2B Shanghai AI Laboratory (InternLM)32±0†model files ↗huggingface.co ↗Decision Index 0.4.1
216Kev 0.8B r15 Jared Palmer31±0†local~4.6GBhow to run › Decision Index 0.4.1
217Valen-0.8B Valen31±0†model files ↗huggingface.co ↗Decision Index 0.4.1
218Jev-Style 0.8B v3 chaoliangUNSW31±0†model files ↗huggingface.co ↗Decision Index 0.4.1
219Cam1 cbuk1000131±0†model files ↗huggingface.co ↗Decision Index 0.4.1
220Together Tev1 Qwen3.5-0.8B Together29±0†model files ↗huggingface.co ↗Decision Index 0.4.1
221InternLM Intern-Decision Qwen3.5-0.8B Shanghai AI Laboratory (InternLM)28±0†model files ↗huggingface.co ↗Decision Index 0.4.1
222Crivo-17M tardellirs27±0†model files ↗huggingface.co ↗Decision Index 0.4.1
223Bosun v3.1 1.7B LoRA Hanno Labs26±0†model files ↗huggingface.co ↗Decision Index 0.4.1
224Verdict 1.4 (JevBench mini) Heman10x26±7*source code ↗github.com ↗AgentDecisionBench
225vLLM-SR Decision 2.0 Eos 0.8B vLLM Semantic Router25±0†local~5.8GBhow to run › Decision Index 0.4.1
226Kodiak v0.2 1B (accuracy) Cortex Agent LLC21±0†model files ↗huggingface.co ↗Decision Index 0.4.1
227vera-spark scar-ai21±0†model files ↗huggingface.co ↗Decision Index 0.4.1
228LiquidAI d1-omni-600M Liquid AI20±0†local~2.7GBhow to run › Decision Index 0.4.1
229Qwen-2.5-1B-RLCD (decision readout) harshatheg20±0†source code ↗huggingface.co ↗Decision Index 0.4.1
230Bosun v3.1 0.6B LoRA Hanno Labs20±0†model files ↗huggingface.co ↗Decision Index 0.4.1
231GLiNER2.5-Decide Fastino20±0†model files ↗huggingface.co ↗Decision Index 0.4.1
232Bekko System One v0 400M hotchpotch18±0†model files ↗huggingface.co ↗Decision Index 0.4.1
233vLLM-SR Decision 2.0 Kai 0.6B vLLM Semantic Router18±0†local~3.7GBhow to run › Decision Index 0.4.1
234MoganAI Lavoir ModernBERT-large Mogan AI17±0†model files ↗huggingface.co ↗Decision Index 0.4.1
235JEV FLAN-T5 Large public v2 (342M) Elfsong16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
236JEV Ettin 400M Elfsong16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
237CLM-v0.1-8B Qwen3-8B heads Contrastive-LM16±0local~15GBhow to run › Decision Index 0.4.1DecideBench (Cho Yin Yong)AgentDecisionBench
238Verdict heman10x16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
239LFM2.5-2.6B-RLCD monotykamary16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
240LFM2.5-350M-RLCD notnotsamuel16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
241Laya ConvAI Innovations16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
242DM-JEPA 1.1 Danger Labs16±0model files ↗huggingface.co ↗Decision Index 0.4.1
243Bekko System One v0 68M hotchpotch16±0†model files ↗huggingface.co ↗Decision Index 0.4.1
244Supersonic Labs Julia 1 Supersonic Labs16±0model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
245Von 1.3 wfzyx15±0†model files ↗huggingface.co ↗Decision Index 0.4.1
246Nirnaya 0.4B kshitijthakkar15±0†model files ↗huggingface.co ↗Decision Index 0.4.1
247system-one-gemma akash-kamat14±0†source code ↗github.com ↗Decision Index 0.4.1
248Bekko System One v0 17M hotchpotch14±0†model files ↗huggingface.co ↗Decision Index 0.4.1
249Zev (decision readout) bhubbard13±0†source code ↗github.com ↗Decision Index 0.4.1
250jeff GLiFormer-large (decision readout) logan-markewich7±1†source code ↗github.com ↗Decision Index 0.4.1

250 of 250 catalogue models listed here · sources and licences

* new or thinly tested: ranked on too few benchmark results · † no independently run results verified · ~RAM is estimated; full context may need more memory

250 models · 9 benchmarks · updated