whatmodel.sh

· find the best decision models you can run
357 models · 238 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.

Filter by your hardware and budget
ram[2][4][8][16][24][32][48][64][96][128][192][256]
[]
GB
gpu[apple silicon][graphics card][unified memory][none]
price[local][$0.05][$0.1][any]max per M input tokens
Filter by task
task[all tasks][tools & automation][retrieval & classification][language understanding][arts & human taste][knowledge & reasoning][vision][workflows][consistency]
New #1s:
orRSS

detecting your OS…

$ terminal

detecting your OS…

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

Score vs release date

Release dates available for 95 of 357 models. Undated models are omitted; month-only dates are plotted at the start of the month.

#modelscore↓where↓RAM↓speed↓get itsources
#modelscore↓where↓RAM↓speed↓get itsources
1Jeffan-31b-1710 tattrongvu76±2model files ↗huggingface.co ↗Decision Index 0.4.1
2baselabs mammoth-1 (27B) baselabs75±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG
3Sieve 31B v3 Sthānika AI74±2model files ↗huggingface.co ↗Decision Index 0.4.1
4Fastino GLiDE 1.2 Fastino73±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
5KnowLine 31B Gen1 PelaAI73±2model files ↗huggingface.co ↗Decision Index 0.4.1
6Ainvest-Decision-27B v1.0 Ainvest-World73±2model files ↗huggingface.co ↗Decision Index 0.4.1
7StartLux-Decision v1.1 27B StartLux73±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4JevalKit (Valen Team)
8vLLM-SR d3-ultra (Decision 3.0, 27B) vLLM Semantic Router72±1model files ↗huggingface.co ↗Decision Index 0.4.1Etsabary · decision benchmarksDecision Index Vision 0.4
9vLLM-SR d3-turbo v1.1 (27B) vLLM Semantic Router72±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
10Perplexity Decider v1.1 (27B) Perplexity72±1api price unknownopenrouter.ai ↗DecisionPivot · StartLux LabsLeanMCP · JevBenchDecision Models as Judges for Hallucination DetectionFreyer et al. · MedQACitead GEO Citation Benchmark (October 2026)
11WeMM-JEV-27B Rover0071±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
12KnowLine 35B-A3B Gen1.5 PelaAI71±2model files ↗huggingface.co ↗Decision Index 0.4.1
13H2O Lightning 31B v1.1 H2O.ai70±2request access ↗huggingface.co ↗Decision Index 0.4.1
14Nace.AI Drex Max v1 (27B) Nace-Deepinfra70±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Decision Index Vision 0.4Etsabary · decision benchmarks
15Bespoke Nimble v4 Max (27B) Bespoke Labs70±1model files ↗huggingface.co ↗Decision Index 0.4.1Etsabary · decision benchmarks
16Turion Jev 31B Turion.AI70±1model files ↗huggingface.co ↗Decision Index 0.4.1Etsabary · decision benchmarks
17Perplexity Decider v1.2 (27B) Perplexity70±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecision Index Vision 0.4Commit or Abstain? System One Decision Models, LLMs, and Missing Legal AuthorityDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG
18AutoTrust-JEV-27B v1.1 AutoTrust AI Lab70±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
19MISA AI 2.0 Decision Plus · oak 1.1 (31B) MISA JSC70±2model files ↗huggingface.co ↗Decision Index 0.4.1
20vera-large scar-ai70±2model files ↗huggingface.co ↗Decision Index 0.4.1
21d1-ultra Liquid AI69±2api price unknownopenrouter.ai ↗System One Bench (Ali Alhashimi)Etsabary · decision benchmarksCommit or Abstain? System One Decision Models, LLMs, and Missing Legal AuthorityDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG
22KnowLine 26B-A4B Gen2.5 PelaAI69±2model files ↗huggingface.co ↗Decision Index 0.4.1
23OneJev1.6-27B OmniJev69±2model files ↗huggingface.co ↗Decision Index 0.4.1
24baselabs elephant-1 (9B) baselabs69±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG
25vLLM-SR d3 (27B) vLLM Semantic Router69±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
26Amos 1 Large (27B) mukaddamzaid69±1model files ↗huggingface.co ↗Decision Index 0.4.1Etsabary · decision benchmarksDecision Index Vision 0.4
27AJev lm6q (Gemma 4 31B) andyzhang23269±2model files ↗huggingface.co ↗Decision Index 0.4.1
28AnyJev Tacitus 31B morriszjm69±2model files ↗huggingface.co ↗Decision Index 0.4.1
29StartLux-Decision v1.1 9B StartLux68±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)
30OneShot 27B OneShot68±2model files ↗huggingface.co ↗Decision Index 0.4.1
31Matilda Decision v1 Maincode68±2model files ↗huggingface.co ↗Decision Index 0.4.1
32d1.1 (hosted) Liquid AI68±2api price unknownopenrouter.ai ↗System One Bench (Ali Alhashimi)Etsabary · decision benchmarks
33VisionJEV 1.0.0 (27B) taoszhang68±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
34RBDash-Decision v0.2 RBDash-Team68±4model files ↗huggingface.co ↗Decision Index Vision 0.4
35mogan-decision-31B-it Mogan AI67±1model files ↗huggingface.co ↗Decision Index 0.4.1
36oenogarum (Gemma 4 31B) plantwaterer67±1model files ↗huggingface.co ↗Decision Index 0.4.1
37Sieve 27B v2 Sthānika AI67±1model files ↗huggingface.co ↗Decision Index 0.4.1
38H2O Lightning 31B H2O.ai67±4request access ↗huggingface.co ↗Decision Index Vision 0.4
39Aleria Judge 1.1.1 (Gemma 4 31B) (decision readout) ALERIA-ML67±1source code ↗github.com ↗Decision Index 0.4.1
40Cerno 27B apertixai67±1model files ↗huggingface.co ↗Decision Index 0.4.1
41Torchcast Decision 27B Torchcast AI67±1model files ↗huggingface.co ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
42bosun-v3.1-1.7b (DecisionBench 2ef2d972) Hanno Labs67±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
43Decider 31B (NVFP4) Mapika66±1model files ↗huggingface.co ↗Decision Index 0.4.1
44Lychee-27B LycheeAI66±1model files ↗huggingface.co ↗Decision Index 0.4.1
45Darwin-27B-ZTC FINAL_Bench66±1model files ↗huggingface.co ↗Decision Index 0.4.1
46FlexDM · Gemma-4-31B (decision readout) 1000luca66±1source code ↗github.com ↗Decision Index 0.4.1
47Standard One 35B SH (v1) Standard Thinking66±1model files ↗huggingface.co ↗Decision Index 0.4.1
48allec-oavg (Gemma 4 31B) plantwaterer66±1model files ↗huggingface.co ↗Decision Index 0.4.1
49Jev 1.13 TypeSafe66±1api $0.042/M input tokensdocs.typesafe.ai ↗DecisionPivot · StartLux LabsDecision Index 0.4.1LeanMCP · JevBenchHanno Labs DecisionBench v1 reviewed resultsSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarks+11
50Span-02 (Gemma 4 26B-A4B) Respan66±1api price unknownopenrouter.ai ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecision Index Vision 0.4
51RSI-Jev v6.1 VL 27B (effort auto) shgao66±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
52KnowLine 9B Gen1 PelaAI66±1model files ↗huggingface.co ↗Decision Index 0.4.1
53Herbert v0.5 leinenterprises65±4model files ↗huggingface.co ↗Decision Index Vision 0.4
54StartLux-Decision v1.1 4B StartLux65±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)
55Quyet-1.0-Large chinhnc65±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)Benchmark Heaven (own decision evaluations)
56Mercury Decide (paid endpoint) Inception65±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchEtsabary · decision benchmarksFreyer et al. · MedQAPerch benchmark results
57Jebadiah 27B v2.1 (T1e) frontier-infra65±1local~69GBhow to run › Decision Index 0.4.1
58OneJev1.5-27B OmniJev65±4model files ↗huggingface.co ↗Decision Index Vision 0.4
59jev-brain · Gemma-4-31B (decision readout) wcole365±1source code ↗github.com ↗Decision Index 0.4.1
60Aleria Judge 1.1.0 (Gemma 4 31B) (decision readout) Decision Index submission: aleria-judge-1.1.065±4source code ↗github.com ↗Decision Index Vision 0.4
61d1 (hosted) Liquid AI65±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchEtsabary · decision benchmarksSystem One Bench (Ali Alhashimi)Decision Models as Judges for Hallucination DetectionDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAGFreyer et al. · MedQA+1
62KnowLine 4B Gen5.5 PelaAI64±1model files ↗huggingface.co ↗Decision Index 0.4.1
63Jev 1.14 TypeSafe64±1api $0.042/M input tokensdocs.typesafe.ai ↗System One Bench (Ali Alhashimi)Etsabary · decision benchmarksJevalKit (Valen Team)Decision Index 0.4.1Commit or Abstain? System One Decision Models, LLMs, and Missing Legal AuthorityDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG+1
64Jeffan-4B-2010 tattrongvu64±1model files ↗huggingface.co ↗Decision Index 0.4.1
65bosun-v3.1-0.6b (DecisionBench aaa9dd06) Hanno Labs64±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
66Bobcat 1.3 (31B) sanghwa-na64±1model files ↗huggingface.co ↗Decision Index 0.4.1
67AnyJev L0 · Gemma-4-31B (decision readout) MorrisZJ64±1source code ↗github.com ↗Decision Index 0.4.1
68OneJev1.6-9B OmniJev64±1model files ↗huggingface.co ↗Decision Index 0.4.1
69JEV-27B-VL AutoTrust AI Lab64±4model files ↗huggingface.co ↗Decision Index Vision 0.4
70KnowLine 35B-A3B Gen1 PelaAI64±4model files ↗huggingface.co ↗Decision Index Vision 0.4
71jev-vision-27b e12ex264±4model files ↗huggingface.co ↗Decision Index Vision 0.4
72Xor 26B-A4B v1.2 Juspay Technologies63±1model files ↗huggingface.co ↗Decision Index 0.4.1
73Senova-4B v2 WangSenQWQ63±1model files ↗huggingface.co ↗Decision Index 0.4.1
74Clef Cloudflare63±1api $0.24/M input tokens +local~68GBdevelopers.cloudflare.com ↗DecisionPivot · StartLux LabsDecision Index 0.4.1LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecision Models as Judges for Hallucination Detection+4
75linne-fern 1.0 (27B) MISA-AICORE63±1model files ↗huggingface.co ↗Decision Index 0.4.1
76Microsoft-Decision-1 Microsoft63±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksDo We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAGFreyer et al. · MedQAPerch benchmark results
77Mercury Decide (free endpoint) Inception63±2api price unknownopenrouter.ai ↗System One Bench (Ali Alhashimi)Benchmark Heaven (own decision evaluations)
78Nace.AI Drex v2.0 (35B-A3B) Nace.AI63±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecideBench (Cho Yin Yong)
79Sieve-Vision-27B Sthānika AI63±4model files ↗huggingface.co ↗Decision Index Vision 0.4
80reflex-27b (DecisionBench 1d4bf0f2) kshetrajna1263±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
81decisio 0.6.0 (Gemma 4 31B) (decision readout) aminry63±1source code ↗github.com ↗Decision Index 0.4.1
82deck31b (Gemma 4 31B) (decision readout) krishna-gogineni-76563±1source code ↗github.com ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
83JEV-35B AutoTrust AI Lab63±1model files ↗huggingface.co ↗Decision Index 0.4.1
84SynACK Decide 26B-A4B v7 SkyPanther62±1model files ↗huggingface.co ↗Decision Index 0.4.1
85Decider chat · Gemma-4-31B (decision readout) Mapika62±1source code ↗github.com ↗Decision Index 0.4.1
86Tern-35B-A3B matthewagi62±1model files ↗huggingface.co ↗Decision Index 0.4.1
87garum (Gemma 4 31B) plantwaterer62±1model files ↗huggingface.co ↗Decision Index 0.4.1
88Kev 27B Jared Palmer62±1model files ↗huggingface.co ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
89Shisa DE-2.1 (repeat) Shisa.AI62±1model files ↗huggingface.co ↗Decision Index 0.4.1
90Perplexity Decider Flash v1.2 (4B) Perplexity62±1local~10GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Etsabary · decision benchmarksOllaya · original runsDecision Index Vision 0.4Do We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG
91Wald-26B-A4B ORG2 AI62±1model files ↗huggingface.co ↗Decision Index 0.4.1
92Blink v0.3 26B-A4B (NVFP4) Pixilab.ai62±1model files ↗huggingface.co ↗Decision Index 0.4.1
93imajev-4b (DecisionBench 712891d1) mohit6789062±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
94GPT-6 Luna Decisions OpenAI62±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecision Models as Judges for Hallucination DetectionDecideBench (Cho Yin Yong)DecisionModelHub · support benchmarks+4
95Qwen Decision 27B noncausal LoRA jsaurabh61±1model files ↗huggingface.co ↗Decision Index 0.4.1
96Lumma-fev-27B FrontiersMind61±1model files ↗huggingface.co ↗Decision Index 0.4.1
97vLLM-SR Decision 2.0 Vega 27B vLLM Semantic Router61±1model files ↗huggingface.co ↗Decision Index 0.4.1
98GEV-26B-Decide AutoTrust AI Lab61±1model files ↗huggingface.co ↗Decision Index 0.4.1
99litjev (DecisionBench 1d4bf0f2) zhengxuyu61±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
100Surogate Rune 26B-A4B v3 Surogate61±1request access ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
101Verdin-4B v1.1 victorbennett61±1model files ↗huggingface.co ↗Decision Index 0.4.1
102garas (Gemma 4 31B) plantwaterer61±1model files ↗huggingface.co ↗Decision Index 0.4.1
103vLLM-SR d3-flash (9B) vLLM Semantic Router61±1local~18GBhow to run › Decision Index 0.4.1Ollaya · original runsDecision Index Vision 0.4
104glm-5.3-flash (DecisionBench openrout) Z.ai61±2†comparison onlyHanno Labs DecisionBench v1 reviewed results
105reflex-qwen3.5-4b-lora (DecisionBench 9df1cbbb) kshetrajna1261±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
106reflex Qwen3.8-27B-FP8 (pmscr) (decision readout) kshetrajna1261±1source code ↗github.com ↗Decision Index 0.4.1
107OneJev1.5-9B OmniJev61±4model files ↗huggingface.co ↗Decision Index Vision 0.4
108imajev-4b (DecisionBench c9e5f132) mohit6789061±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
109AJev lora1 (Gemma 4 26B-A4B) andyzhang23260±1model files ↗huggingface.co ↗Decision Index 0.4.1
110decider-35b-a3b (DecisionBench d9783c58) Mapika60±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
111Cerno 9B v1.1 apertixai60±1model files ↗huggingface.co ↗Decision Index 0.4.1
112openjev-sglang (DecisionBench 1355db6a) ekzhang60±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
113JEV-27B AutoTrust AI Lab60±1model files ↗huggingface.co ↗Decision Index 0.4.1Citead GEO Citation Benchmark (October 2026)
114simple-jev · Qwen3.8-27B (featherless) (decision readout) featherless-ai60±1source code ↗github.com ↗Decision Index 0.4.1
115OneJev1.6-4B OmniJev60±1model files ↗huggingface.co ↗Decision Index 0.4.1
116Eikos-27B-FP8 Qwen3.8-27B LoRA caiovicentino159±1model files ↗huggingface.co ↗Decision Index 0.4.1
117JADE theunnecessarythings59±1model files ↗huggingface.co ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
118xor (DecisionBench 679decd4) juspay59±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
119gpt-5.6-luna (DecisionBench openrout) OpenAI59±2†comparison onlyHanno Labs DecisionBench v1 reviewed results
120simplejev-qwen3.8-27b (DecisionBench 1d4bf0f2) featherless-ai59±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
121Clef-omni Cloudflare59±1api $0.15/M input tokens +local~87GBdevelopers.cloudflare.com ↗Decision Index 0.4.1LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecision Index Vision 0.4Freyer et al. · MedQA
122Decider chat · Qwen3.6-27B (decision readout) Mapika59±1source code ↗github.com ↗Decision Index 0.4.1
123Xor 1.2 Juspay Technologies59±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
124jev-d3-46k tinnel12359±4model files ↗huggingface.co ↗Decision Index Vision 0.4
125Jebadiah 27B v2.1 (Ollaya Q4_K_M) frontier-infra59±4local~16GBhow to run › Ollaya · original runs
126vLLM-SR d3-mini (4B) vLLM Semantic Router58±1local~11GBhow to run › Decision Index 0.4.1Ollaya · original runsDecision Index Vision 0.4
127Seb-9B v2 ironbcc58±1model files ↗huggingface.co ↗Decision Index 0.4.1
128JPT-35B-A3B kirp58±1model files ↗huggingface.co ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
129Mica v0.5 4B akivet58±1model files ↗huggingface.co ↗Decision Index 0.4.1
130AJev lora7 (Gemma 4 12B) andyzhang23258±1model files ↗huggingface.co ↗Decision Index 0.4.1
131Winnow-12B (DecisionBench b6ac22b0) EldanRing58±2local~16GBhow to run › Hanno Labs DecisionBench v1 reviewed resultsOllaya · original runs
132deepseek-v4.1-flash (DecisionBench openrout) DeepSeek58±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
133Nace.AI Drex v1.5 Nace.AI58±1model files ↗huggingface.co ↗Decision Index 0.4.1LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)DecideBench (Cho Yin Yong)Etsabary · decision benchmarksFreyer et al. · MedQA
134Clef-flash Cloudflare58±1api $0.038/M input tokens +local~25GBdevelopers.cloudflare.com ↗DecisionPivot · StartLux LabsDecision Index 0.4.1LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksDecideBench (Cho Yin Yong)+6
135Bespoke Nimble 9B v3 Bespoke Labs58±1local~21GBhow to run › Decision Index 0.4.1Ollaya · original runsBenchmark Heaven (own decision evaluations)
136simplejev-qwen3.6-35b-a3b (DecisionBench 995ad96e) featherless-ai58±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
137Sieve 9B v2 Sthānika AI57±1model files ↗huggingface.co ↗Decision Index 0.4.1
138Cerno 4B v1.1 apertixai57±1model files ↗huggingface.co ↗Decision Index 0.4.1
139jqv (DecisionBench 9216db57) Octalab-Inc57±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
140Trio-Spark DI (9B) MachineFi Labs57±1request access ↗huggingface.co ↗Decision Index 0.4.1
141openjev (DecisionBench ec4ff3df) razorback1657±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
142matilda-jev-v1.5 (27B) Maincode57±4model files ↗huggingface.co ↗Decision Index Vision 0.4
143Jebadiah 9B v2.1 (T1e) frontier-infra57±1local~25GBhow to run › Decision Index 0.4.1
144CoCo-Decision-4B 2.4 Corners57±1model files ↗huggingface.co ↗Decision Index 0.4.1
145Amber Hybrid 4B (decision readout) MLukauskas57±1model files ↗huggingface.co ↗Decision Index 0.4.1
146Solar Decide Upstage57±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Freyer et al. · MedQA
147Sieve-Vision-4B Sthānika AI56±4model files ↗huggingface.co ↗Decision Index Vision 0.4
148xor-26b-a4b-v1.1 Juspay Technologies56±4model files ↗huggingface.co ↗Decision Index Vision 0.4
149decisio 0.4.0 (Qwen3.6-35B-A3B) (decision readout) aminry56±1source code ↗github.com ↗Decision Index 0.4.1
150Jegue 0.1 (9B) fdemelo56±1model files ↗huggingface.co ↗Decision Index 0.4.1
151djev-dev (DecisionBench f7f5b7f5) Davipar56±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
152open-alternative-jev (DecisionBench 4a85df18) IkerMoel56±2†source code ↗github.com ↗Hanno Labs DecisionBench v1 reviewed results
153Open-Jev-9B (DecisionBench 47e96688) ZefanCai56±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
154Tev1-4B-experimental (DecisionBench 0b7becf0) Together56±2model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed resultsTyped Decision Models under Prevalence Shift: Decision Training, Calibration, and Implicit Priors
155muria (Gemma 4 12B) plantwaterer55±1model files ↗huggingface.co ↗Decision Index 0.4.1
156Decider 35B-A3B Mapika55±1model files ↗huggingface.co ↗Decision Index 0.4.1
157Amber 4B MLukauskas55±1model files ↗huggingface.co ↗Decision Index 0.4.1
158StartLux-Decision v1.1 2B StartLux55±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)
159kev-4b (DecisionBench 485ace87) Jared Palmer55±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
160Jebadiah 9B v2.1 (Ollaya Q8_0) frontier-infra55±3local~9.1GBhow to run › Ollaya · original runs
161Standard One 8B SH (v4) Standard Thinking55±1model files ↗huggingface.co ↗Decision Index 0.4.1
162kev-8b (DecisionBench c80773da) Jared Palmer55±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
163Winnow-12B EldanRing55±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
164ezjev 4B s2 everettjf55±1model files ↗huggingface.co ↗Decision Index 0.4.1
165JoshuaSP diffgemma (decision readout) JoshuaSP55±1source code ↗github.com ↗Decision Index 0.4.1
166decisio 0.4.0 (Gemma 4 12B) (decision readout) aminry54±1source code ↗github.com ↗Decision Index 0.4.1
167JevK5 9B v0.3.3 alibiserikbay54±1model files ↗huggingface.co ↗Decision Index 0.4.1
168Jevfire Qwen3.8-27B (decision readout) kikoncuo54±1source code ↗github.com ↗Decision Index 0.4.1
169Open-Jev-9B (JevBench mini) Zefan Cai54±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
170Solomon v1.1 Doccy Health54±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
171Sieve 4B Sthānika AI54±1model files ↗huggingface.co ↗Decision Index 0.4.1
172Bespoke-Nimble-9B (DecisionBench 594dfdcf) Bespoke Labs54±2model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed resultsTyped Decision Models under Prevalence Shift: Decision Training, Calibration, and Implicit Priors
173JevAny-Qwen-4B (pointer) (JevBench mini) SimpleJev54±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
174Standard One 3B SH (v4) Standard Thinking54±1model files ↗huggingface.co ↗Decision Index 0.4.1
175decider-4b v2.1 (JevBench mini) Mapika54±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reportsAgentDecisionBench
176vLLM-SR Decision 2.0 Lux 9B vLLM Semantic Router54±1local~20GBhow to run › Decision Index 0.4.1Ollaya · original runs
177JevAny-Gemma-4B (pointer) (JevBench mini) SimpleJev54±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
178JPT-9B Qwen3.5-9B LoRA kirp54±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
179Saif 4B Gyr Technology54±1model files ↗huggingface.co ↗Decision Index 0.4.1
180SemIf (DecisionBench 1f2dea3e) TheoLeeCJ54±2†source code ↗github.com ↗Hanno Labs DecisionBench v1 reviewed results
181RSI-Jev v6.1 VL 4B shgao53±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
182PurpleMIST-Flash-1.0 Olaverse Lab53±1model files ↗huggingface.co ↗Decision Index 0.4.1
183JevAny-Qwen-4B (direct token) (JevBench mini) SimpleJev53±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
184decider-2b (DecisionBench fa996cea) Mapika53±2model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed resultsChao Ma · independent injection study
185cua-s1-4b-0.2 (DecisionBench 16818868) cua-ai53±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
186Bespoke-Nimble-9B (JevBench mini) Bespoke Labs53±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
187Hopper 12B (trained) HopitAI52±1model files ↗huggingface.co ↗Decision Index 0.4.1
188Jebadiah 9B v2 (JevBench mini) Frontier Infra52±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
189jiwo 4B v2 eljiwo52±1model files ↗huggingface.co ↗Decision Index 0.4.1
190baselabs joey-1 (2B) baselabs52±1api price unknownopenrouter.ai ↗Decision Index 0.4.1Etsabary · decision benchmarksSystem One Bench (Ali Alhashimi)
191QEV-2B ken-jo52±4model files ↗huggingface.co ↗Decision Index Vision 0.4
192Jebadiah 4B v2 (Ollaya Q8_0) frontier-infra52±3local~5.5GBhow to run › Ollaya · original runs
193JEV-9B AutoTrust AI Lab52±1model files ↗huggingface.co ↗Decision Index 0.4.1Citead GEO Citation Benchmark (October 2026)
194Aplomb 1 EmpirioLabs AI52±1request access ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
195Shisa DE-2 (repeat) Shisa.AI51±4model files ↗huggingface.co ↗Decision Index Vision 0.4
196ZTC-Judge-9B (DecisionBench 05d154a5) FINAL-Bench51±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
197Jev-Omni akhilaaa351±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
198LiquidAI d1-3B Liquid AI51±1model files ↗huggingface.co ↗Decision Index 0.4.1System One Bench (Ali Alhashimi)JevalKit (Valen Team)Benchmark Heaven (own decision evaluations)
199djev-spark (DecisionBench 1444f3e9) mmastrac51±2†source code ↗github.com ↗Hanno Labs DecisionBench v1 reviewed results
200vLLM-SR Decision 2.0 Nox 4B vLLM Semantic Router51±1local~12GBhow to run › Decision Index 0.4.1Ollaya · original runs
201Decider 4B Mapika51±1local~11GBhow to run › Decision Index 0.4.1Ollaya · original runsCitead GEO Citation Benchmark (October 2026)
202Together Tev1 Qwen3.5-4B Together51±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)System One Bench (Ali Alhashimi)
203OneJev-4B (JevBench mini) OmniJev51±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
204JPT-4B Qwen3.5-4B LoRA kirp50±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
205Bespoke Nimble 9B v2 Bespoke Labs50±1local~20GBhow to run › Decision Index 0.4.1Ollaya · original runs
206JevK5 v0.3 alibiserikbay50±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)JevalKit (Valen Team)Benchmark Heaven (own decision evaluations)
207Span-01 Pro Respan50±9api price unknownwww.respan.ai ↗Perch benchmark results
208Sieve 9B Sthānika AI50±1model files ↗huggingface.co ↗Decision Index 0.4.1
209Kev 9B v2 Jared Palmer50±1model files ↗huggingface.co ↗Decision Index 0.4.1
210djev diffgemma (decision readout) Davipar50±1source code ↗github.com ↗Decision Index 0.4.1Decision Index Vision 0.4
211JevK5 v0.3 (JevBench mini) Alibi Serikbay50±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
212FlyMy.AI Decision 4B v1.6 FlyMy.AI50±1model files ↗huggingface.co ↗Decision Index 0.4.1
213TinyJev-4B (JevBench mini) AnkitAI50±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
214Nari Decision 4B v3.2 blackmallangcow49±1model files ↗huggingface.co ↗Decision Index 0.4.1
215Hopper (G) 1.2 Qwen3.5-4B LoRA HopitAI49±1model files ↗huggingface.co ↗Decision Index 0.4.1
216vLLM-SR d3-nano (2B) vLLM Semantic Router49±1local~8.2GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runsDecision Index Vision 0.4
217Aurelis-2B Leptos Labs49±1model files ↗huggingface.co ↗Decision Index 0.4.1
218zerank-2-reranker (DecisionBench 5eae30d5) zeroentropy49±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
219Kev 4B r10 Jared Palmer49±1local~11GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runsJevalKit (Valen Team)
220StartLux-Decision v1.1 0.8B StartLux49±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)
221mmastrac diffgemma (decision readout) vllm-project48±1source code ↗github.com ↗Decision Index 0.4.1Decision Index Vision 0.4
222InternLM Intern-Decision Qwen3.5-4B Shanghai AI Laboratory (InternLM)48±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)Decision Index Vision 0.4AgentDecisionBenchFloorIsAwake · Privacy Decision Benchmark
223Solar Decide Flash Upstage48±1api price unknownopenrouter.ai ↗LeanMCP · JevBenchSystem One Bench (Ali Alhashimi)Etsabary · decision benchmarksFreyer et al. · MedQA
224razorback16 diffgemma (decision readout) vllm-project48±1source code ↗github.com ↗Decision Index 0.4.1Decision Index Vision 0.4
225Interfaze lev Qwen3.5-4B LoRA Interfaze48±1model files ↗huggingface.co ↗Decision Index 0.4.1
226Open-Jev-2B (DecisionBench 0c7aa498) ZefanCai48±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
227Valen-4B Valen48±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
228RSI-Jev v5.0 VL 3B shgao48±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
229Sieve 2B v3 Sthānika AI48±1model files ↗huggingface.co ↗Decision Index 0.4.1
230Lev1 3.7B theaviv47±1model files ↗huggingface.co ↗Decision Index 0.4.1
231Ryotide Qwen v0.3.1 (decision readout) csabag47±1source code ↗github.com ↗Decision Index 0.4.1
232decider-2b v10 (JevBench mini) Mapika47±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
233Jev-Style 2B v4 chaoliangUNSW47±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
234Saracura PT-BR 4B Felhen46±1model files ↗huggingface.co ↗Decision Index 0.4.1
235LatentMesh Blitz 2B v1 LatentMesh Labs46±1request access ↗huggingface.co ↗Decision Index 0.4.1
236Winnow-E4B EldanRing46±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
237Kas 4B kpiya46±1model files ↗huggingface.co ↗Decision Index 0.4.1
238OpenThai-SystemOne (JevBench mini) iApp Technology46±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
239vera-core-2 scar-ai46±1model files ↗huggingface.co ↗Decision Index 0.4.1
240Kev-4B (JevBench mini) Jared Palmer46±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
241TokenRhythm NeoHorse-Jev-4B TokenRhythm46±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
242SemIf Qwen3.5-4B Base (decision readout) TheoLeeCJ46±1source code ↗github.com ↗Decision Index 0.4.1
243RSI-Jev v3.0 2B (JevBench mini) Shanghua Gao45±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
244Metask-Jev-4B Metask-AI-Lab45±1model files ↗huggingface.co ↗Decision Index 0.4.1
245Jobe Qwen3.5-4B (decision readout) MantisShrimpdev45±1source code ↗github.com ↗Decision Index 0.4.1
246OneJev1.6-0.8B OmniJev45±1model files ↗huggingface.co ↗Decision Index 0.4.1
247GLiClass v4 edge (0.4B) Knowledgator Engineering45±1local~2.7GBhow to run › Decision Index 0.4.1Ollaya · original runs
248Jevstral 8B AmirBraham44±1model files ↗huggingface.co ↗Decision Index 0.4.1
249crystal-0.8b Kyunghwan-kim44±1model files ↗huggingface.co ↗Decision Index 0.4.1
250QEV-0.8B ken-jo44±4model files ↗huggingface.co ↗Decision Index Vision 0.4
251openvons Qwen3-4B (decision readout) genai-craft43±1source code ↗github.com ↗Decision Index 0.4.1
252Intelif Qwen3-4B UserMoonlight43±1model files ↗huggingface.co ↗Decision Index 0.4.1
253Crivo-1B tardellirs43±1model files ↗huggingface.co ↗Decision Index 0.4.1
254vLLM-SR d3-lite (0.8B) vLLM Semantic Router42±1local~4.5GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runsDecision Index Vision 0.4
255OneJev1.5-0.8B OmniJev42±4model files ↗huggingface.co ↗Decision Index Vision 0.4
256jevhome-ettin-1b (JevBench mini) Jibril Frej42±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
257vLLM-SR vela3-fast (Vela 3.0, 0.4B) vLLM Semantic Router42±1model files ↗huggingface.co ↗Decision Index 0.4.1
258Cam1 cbuk1000142±1model files ↗huggingface.co ↗Decision Index 0.4.1
259Gevva E4B davidburhans42±1model files ↗huggingface.co ↗Decision Index 0.4.1
260Qwen3-Reranker-4B (DecisionBench 22e68366) Alibaba (Qwen)41±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
261mini-jev Qwen3-4B (decision readout) r-ms41±1source code ↗github.com ↗Decision Index 0.4.1
262open-jev (pngwn) pngwn41±1model files ↗huggingface.co ↗Decision Index 0.4.1
263Decision-1.0-Eos-0.8B (DecisionBench 3c2d6326) llm-semantic-router41±1local~5.8GBhow to run › Hanno Labs DecisionBench v1 reviewed resultsOllaya · original runs
264Decider 2B Mapika41±1model files ↗huggingface.co ↗Decision Index 0.4.1
265FLock this-that 1.2 FLock.io40±1model files ↗huggingface.co ↗Decision Index 0.4.1
266jdi-ptr14-0.8b AnamK40±1model files ↗huggingface.co ↗Decision Index 0.4.1
267Saina Helm 2.0 v2 Saina39±1model files ↗huggingface.co ↗Decision Index 0.4.1
268Valen-2B Valen39±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
269Saina Helm 2 Omni (0.8B) Saina39±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
270EXAONE-4.0-1.2B-JEV v0.3 carrtesy39±1model files ↗huggingface.co ↗Decision Index 0.4.1Benchmark Heaven (own decision evaluations)
271Von 1.3 (JevBench mini) wfzyx39±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
272vLLM-SR Decision 2.0 Sol 2B vLLM Semantic Router38±1local~11GBhow to run › Decision Index 0.4.1Ollaya · original runs
273Sieve 0.8B Sthānika AI38±1model files ↗huggingface.co ↗Decision Index 0.4.1
274Amber 0.4B MLukauskas37±1model files ↗huggingface.co ↗Decision Index 0.4.1
275kev-0.6b (DecisionBench dece6dba) Jared Palmer37±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
276jiwo 0.8B v2 eljiwo37±1model files ↗huggingface.co ↗Decision Index 0.4.1
277Gevva E2B davidburhans37±1model files ↗huggingface.co ↗Decision Index 0.4.1
278mojev (DecisionBench 0c8695b6) MoLeMo-Lab37±2†request access ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
279Crivo-400M tardellirs37±1model files ↗huggingface.co ↗Decision Index 0.4.1
280InternLM Intern-Decision Qwen3.5-2B Shanghai AI Laboratory (InternLM)37±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)Decision Index Vision 0.4FloorIsAwake · Privacy Decision Benchmark
281Sieve 2B Sthānika AI37±1model files ↗huggingface.co ↗Decision Index 0.4.1
282smalljev-semantic-v9 (DecisionBench 8e2bac7c) isHeSatoshi36±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
283Strands Decider 2B (Hobson v21) Amazon Web Services36±1local~6.6GBhow to run › Decision Index 0.4.1
284vLLM-SR vela3-fast-vision (Vela 3.0, 0.25B) vLLM Semantic Router35±1model files ↗huggingface.co ↗Decision Index 0.4.1
285wyat-1-800m teilomillet34±1model files ↗huggingface.co ↗Decision Index 0.4.1
286tasksource Decider nano v5 (150M) tasksource34±1model files ↗huggingface.co ↗Decision Index 0.4.1
287JEV Ettin 150M Elfsong34±1model files ↗huggingface.co ↗Decision Index 0.4.1
288Valen-0.8B Valen34±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4
289JPT-0.8B Qwen3.5-0.8B LoRA kirp33±1model files ↗huggingface.co ↗Decision Index 0.4.1Decision Index Vision 0.4Benchmark Heaven (own decision evaluations)
290CLM v0.1 (JevBench mini) Contrastive-LM33±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
291Laya (typed-decisions) (JevBench mini) Convai Innovations33±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
292Sifr 0.8B v3.1 mohamedlotfy5033±1model files ↗huggingface.co ↗Decision Index 0.4.1
293jevhome-E (JevBench mini) Jibril Frej33±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
294vLLM-SR d3-edge (0.6B) vLLM Semantic Router33±1local~2.6GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runsDecision Index Vision 0.4
295Mola-150M codavidgarcia33±1model files ↗huggingface.co ↗Decision Index 0.4.1
296DM-JEPA 1.1 Danger Labs33±1model files ↗huggingface.co ↗Decision Index 0.4.1
297Laya (english) (JevBench mini) Convai Innovations33±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reports
298Kodiak v0.2 1B (accuracy) Cortex Agent LLC32±1model files ↗huggingface.co ↗Decision Index 0.4.1
299JEV FLAN-T5 Large public v2 (342M) Elfsong32±1model files ↗huggingface.co ↗Decision Index 0.4.1
300Verdict 1.4 (JevBench mini) Heman10x32±2source code ↗github.com ↗JevBench 0.1.0 mini evaluation reportsAgentDecisionBench
301Crivo-150M v2 tardellirs32±1model files ↗huggingface.co ↗Decision Index 0.4.1
302Bekko System One v0 400M hotchpotch32±1model files ↗huggingface.co ↗Decision Index 0.4.1
303vera-spark scar-ai31±1model files ↗huggingface.co ↗Decision Index 0.4.1
304vLLM-SR Decision 2.0 Eos 0.8B vLLM Semantic Router31±1local~5.8GBhow to run › Decision Index 0.4.1Ollaya · original runs
305DecisionTune 1.0 DecisionTune31±1model files ↗huggingface.co ↗Decision Index 0.4.1
306Together Tev1 Qwen3.5-0.8B Together31±1model files ↗huggingface.co ↗Decision Index 0.4.1
307Dinah-1 Lukitaduarte30±1model files ↗huggingface.co ↗Decision Index 0.4.1
308Kev 0.8B r15 Jared Palmer30±1local~4.6GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runs
309PICK-150M v5 lCREEl30±1model files ↗huggingface.co ↗Decision Index 0.4.1
310InternLM Intern-Decision Qwen3.5-0.8B Shanghai AI Laboratory (InternLM)30±1model files ↗huggingface.co ↗Decision Index 0.4.1JevalKit (Valen Team)Decision Index Vision 0.4FloorIsAwake · Privacy Decision Benchmark
311OpenDecision (DecisionBench a51e07b5) deepanwadhwa30±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
312Crivo-68M tardellirs30±1model files ↗huggingface.co ↗Decision Index 0.4.1
313GLiNER2.5-Decide (DecisionBench 0872ab14) Fastino30±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
314LiquidAI d1-omni-600M Liquid AI30±1local~2.7GBhow to run › Decision Index 0.4.1System One Bench (Ali Alhashimi)Ollaya · original runsBenchmark Heaven (own decision evaluations)
315laya-typed-decisions (DecisionBench bc76315b) ConvAI Innovations29±2model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed resultsFloorIsAwake · Privacy Decision Benchmark
316Bosun v3.1 1.7B LoRA Hanno Labs29±1model files ↗huggingface.co ↗Decision Index 0.4.1
317vLLM-SR Decision 2.0 Kai 0.6B vLLM Semantic Router29±1local~3.7GBhow to run › Decision Index 0.4.1Ollaya · original runs
318Mola-68M codavidgarcia29±1model files ↗huggingface.co ↗Decision Index 0.4.1
319JEV Ettin 400M Elfsong29±1model files ↗huggingface.co ↗Decision Index 0.4.1
320ZTC-Judge-4B (DecisionBench b0bb1603) FINAL-Bench29±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
321Jev-Style 0.8B v3 chaoliangUNSW28±1model files ↗huggingface.co ↗Decision Index 0.4.1
322mxbai-rerank-base-v2 (DecisionBench 3ea9d4df) mixedbread-ai27±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
323open-jev-deberta-v3-large (DecisionBench 19bf9a64) com-kotobalabs27±2model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed resultsChao Ma · independent injection study
324Crivo-32M v2 tardellirs27±1model files ↗huggingface.co ↗Decision Index 0.4.1
325LFM2.5-2.6B-RLCD monotykamary26±1model files ↗huggingface.co ↗Decision Index 0.4.1
326gliner2-large-v1 (DecisionBench f32ea6ef) Fastino26±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
327rlcd-modernbert-151m (DecisionBench 8af2496e) heman10x26±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
328JevK5 Lite alibiserikbay25±1model files ↗huggingface.co ↗Decision Index 0.4.1
329Von 1.3 wfzyx25±1model files ↗huggingface.co ↗Decision Index 0.4.1
330Bosun v3.1 0.6B LoRA Hanno Labs25±1model files ↗huggingface.co ↗Decision Index 0.4.1
331laya (DecisionBench 1c5edc17) ConvAI Innovations25±1local~1.7GBhow to run › Hanno Labs DecisionBench v1 reviewed resultsOllaya · original runs
332kev-0.5b (DecisionBench 9ce2fd39) Jared Palmer24±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
333Crivo-17M tardellirs24±1model files ↗huggingface.co ↗Decision Index 0.4.1
334Bekko System One v0 68M hotchpotch24±1model files ↗huggingface.co ↗Decision Index 0.4.1
335MoganAI Lavoir ModernBERT-large Mogan AI24±1model files ↗huggingface.co ↗Decision Index 0.4.1
336GLiNER2.5-Decide Fastino23±1model files ↗huggingface.co ↗Decision Index 0.4.1Perch benchmark results
337Prumo (rule-based engine) tardellirs23±1source code ↗huggingface.co ↗Decision Index 0.4.1
338gliner2.5-small-v1 (DecisionBench 7e6f537f) Fastino23±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
339Qwen-2.5-1B-RLCD (decision readout) harshatheg21±1source code ↗huggingface.co ↗Decision Index 0.4.1
340Laya ConvAI Innovations21±1model files ↗huggingface.co ↗Decision Index 0.4.1
341Verdict heman10x21±1model files ↗huggingface.co ↗Decision Index 0.4.1
342jeff GLiFormer-large (decision readout) logan-markewich21±1source code ↗github.com ↗Decision Index 0.4.1
343CLM-v0.1-8B Qwen3-8B heads Contrastive-LM20±1local~15GBhow to run › Decision Index 0.4.1DecideBench (Cho Yin Yong)Ollaya · original runsAgentDecisionBenchPerch benchmark results
344gliner2.5-base-v1 (DecisionBench 1a8bc24e) Fastino20±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
345gliner2.5-multi-v1 (DecisionBench a221b77a) Fastino20±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
346NanoJev (DecisionBench 4a19595e) C-Tianyu19±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
347Bekko System One v0 17M hotchpotch19±1model files ↗huggingface.co ↗Decision Index 0.4.1
348bge-reranker-v2-m3 (DecisionBench 953dc6f6) BAAI19±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
349system-one-gemma akash-kamat18±1source code ↗github.com ↗Decision Index 0.4.1
350Supersonic Labs Julia 1 Supersonic Labs18±1model files ↗huggingface.co ↗Decision Index 0.4.1DecideBench (Cho Yin Yong)
351KaLM-Reranker-V1-Small-R2 (DecisionBench d1c8fdf9) KaLM-Embedding18±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
352KaLM-Reranker-V1-Nano-R2 (DecisionBench 3902d645) KaLM-Embedding17±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
353Nirnaya 0.4B kshitijthakkar16±1model files ↗huggingface.co ↗Decision Index 0.4.1
354LFM2.5-350M-RLCD notnotsamuel16±1model files ↗huggingface.co ↗Decision Index 0.4.1
355Zev (decision readout) bhubbard15±1source code ↗github.com ↗Decision Index 0.4.1
356gte-reranker-modernbert-base (DecisionBench f7481e60) Alibaba7±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results
357certo-decision-model (DecisionBench 7628c0da) altslate7±2†model files ↗huggingface.co ↗Hanno Labs DecisionBench v1 reviewed results

Includes 2 comparison-only models with no verified API or download · hide them

357 of 357 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

357 models · 238 benchmarks · updated