Domain-specific models (medical, legal, etc.)
88
Models
18
Benchmarks
38
Providers
71
Open Weight
71
Deployable Now
71 self-host
88
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | SWE-Bench | BigCodeBench | Aider Polyglot | LiveBench Language | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
384 | Mistral-7B-Instruct-v0.3 Mistral AI Open Weights |
| 32.2 |
| 37.5 |
| 7B |
| 42.4 |
| 27.3 |
| 11.1 |
| 36.5 |
$0.2000/M Cheapest verified |
| — |
363 | Mixtral-8x22B-Instruct-v0.1 Mistral AI Open WeightsStructured | 31.6 | 40.5 | 141B | — | — | — | 41.3 | Free Free | — |
750 | Codestral-22B-v0.1 Mistral AI Structured | 29.1 | 29.0 | 22B | — | 52.5 | 11.1 | — | — | — |
917 | deepseek-vl-7b-base DeepSeek Structured | 28.0 | 27.3 | 7B | — | — | 74.2 | — | — | — |
682 | DeepSeek-V3-Base DeepSeek Structured | 27.9 | 33.5 | Undisclosed | — | — | 74.2 | — | — | — |
593 | Mistral-Large-Instruct-2411 Mistral AI Structured | 27.9 | 30.7 | 123B | — | — | — | — | — | — |
317 | Qwen3-Reranker-4B Qwen Open WeightsStructured | 27.8 | 40.9 | 4B | — | — | — | — | Free Free | — |
289 | Qwen3-Reranker-0.6B Qwen Open WeightsStructured | 27.7 | 41.5 | 596M | — | — | — | — | Free Free | — |
656 | DeepSeek-Prover-V2-7B DeepSeek Structured | 27.6 | 35.3 | 7B | — | — | 74.2 | — | — | — |
94 | Mistral-Small-4-119B-2603 Mistral AI Open WeightsStructured | 27.0 | 49.2 | 119B | — | — | — | — | $0.2000/M Cheapest verified | — |
215 | Qwen3-TTS-12Hz-1.7B-Base Qwen Open WeightsStructured | 27.0 | 45.5 | 2B | — | — | — | — | Free Free | — |
400 | Omni Moderation 2024-09-26 OpenAI Structured | 26.7 | 14.6 | Undisclosed | 42.4 | — | — | — | Free Cheapest verified | — |
258 | Qwen3-VL-Reranker-2B Qwen Open WeightsStructured | 26.5 | 43.1 | 2B | — | — | — | — | Free Free | — |
610 | DeepSeek-V4-Pro-Base DeepSeek Structured | 26.5 | 40.8 | Undisclosed | — | — | 74.2 | — | — | — |
249 | Mistral-Large-3-675B-Instruct-2512 Mistral AI Open WeightsStructured | 26.3 | 44.5 | 675B | — | — | — | — | Free Free | — |
288 | Qwen3-TTS-Tokenizer-12Hz Qwen Open WeightsStructured | 26.0 | 42.5 | 171M | — | — | — | — | Free Free | — |
385 | Devstral-Small-2505 Mistral AI Open WeightsStructured | 25.2 | 37.6 | 24B | 46.8 | — | — | — | Free Free | — |
561 | Mamba-Codestral-7B-v0.1 Mistral AI Open WeightsStructured | 24.1 | 27.3 | 7B | — | — | 11.1 | — | Free Free | — |
711 | Qwen3-Omni-30B-A3B-Instruct Qwen Structured | 24.0 | 39.3 | 35B | — | — | — | — | — | — |
1069 | Llama-3.1-Nemotron-70B-Reward NVIDIA Structured | 23.9 | 21.4 | 70B | 40.6 | — | — | — | — | — |
646 | Qwen3-Omni-30B-A3B-Thinking Qwen Structured | 23.8 | 36.3 | 32B | — | — | — | — | — | — |
437 | Devstral-Small-2507 Mistral AI Open WeightsStructured | 23.6 | 37.2 | 24B | 38.0 | — | — | — | Free Free | — |
780 | Qwen2.5-Omni-7B Qwen Structured | 23.5 | 25.7 | 11B | — | — | — | — | — | — |
667 | Mathstral-7B-v0.1 Mistral AI Open WeightsStructured | 23.4 | 25.6 | 7B | — | — | — | 29.4 | Free Free | — |
284 | Qwen3-ForcedAligner-0.6B-hf Qwen Open WeightsStructured | 23.3 | 44.1 | 918M | — | — | — | — | Free Free | — |
730 | Qwen3-Omni-30B-A3B-Captioner Qwen Structured | 22.5 | 33.7 | 32B | — | — | — | — | — | — |
991 | Qwen-3-Nemotron-32B-Reward NVIDIA Structured | 22.4 | 25.3 | 32B | — | — | — | — | — | — |
723 | Alpamayo-1.5-10B NVIDIA Structured | 20.4 | 36.3 | 11B | 42.4 | — | — | — | — | — |
726 | dspark_qwen3_4b_block7 DeepSeek Structured | 19.6 | 37.7 | 1B | — | — | — | — | — | — |
929 | SAE-Res-Qwen3.5-27B-W80K-L0_50 Qwen Structured | 18.7 | 34.9 | 27B | — | — | — | — | — | — |
1011 | SAE-Res-Qwen3.5-35B-A3B-Base-W128K-L0_100 Qwen Structured | 18.6 | 32.7 | 35B | — | — | — | — | — | — |
709 | Leanstral-2603 Mistral AI Open WeightsStructured | 18.5 | 38.7 | Unknown | 42.4 | — | — | — | Free Free | — |
33 | SCoPE TencentARC Open WeightsStructured | — | — | Unknown | 63.4 | — | 21.8 | — | Free Free | — |
34 | Qwen3.5-27B-FP8 Qwen Open WeightsStructured | — | — | 27B | 69.6 | — | — | — | Free Free | — |
35 | colqwen2.5-v0.2 vidore Open WeightsStructured | — | — | Unknown | — | — | — | — | Free Free | — |
36 | segmentation-3.0 pyannote Open WeightsStructured | — | — | Unknown | 42.4 | — | — | — | Free Free | — |
37 | Qwen3.8-27B-NVFP4 unsloth Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
38 | saiga_gemma3_12b IlyaGusev Open WeightsStructured | — | — | 12B | — | — | — | — | Free Free | — |
39 | Qwen3-14B-bnb-4bit unsloth Open WeightsStructured | — | — | 14B | — | — | — | — | Free Free | — |
40 | llama-4-scout-instruct Meta Open WeightsStructured | — | — | Unknown | 9.1 | — | — | — | Free Cheapest verified | — |
41 | Qwen3.5-35B-A3B-GGUF byteshape Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
42 | Qwen3-Embedding-4B-GGUF mosama Open WeightsStructured | — | — | 4B | — | — | — | — | Free Free | — |
43 | qwen-3-14b-instruct-gguf lm-kit Open WeightsStructured | — | — | 14B | — | — | — | — | Free Free | — |
44 | Qwen3.6-35B-A3B-APEX-GGUF mudler Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
45 | Ostrich-27B-Qwen3.8-260815 etemiz Open WeightsStructured | — | — | 28B | — | — | — | — | Free Free | — |
46 | Qwen3.6-27B-GPTQ-Pro-4bit groxaxo Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
47 | Qwen3.5-0.8B-i1-GGUF mradermacher Open WeightsStructured | — | — | 800M | — | — | — | — | Free Free | — |
48 | Qwen3.8-27B-NVFP4-NInfer Ostfralla Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
49 | Qwen2.5-Omni-3B-Q4_K_M-GGUF sj5430 Open WeightsStructured | — | — | 3B | — | — | — | — | Free Free | — |
50 | Qwen3-30B-A3B-ERP-v0.1-GGUF Aratako Open WeightsStructured | — | — | 30B | — | — | — | — | Free Free | — |
51 | SmolVLM-256M-Instruct-GGUF ggml-org Open WeightsStructured | — | — | 256M | — | — | — | — | Free Free | — |
52 | Qwen3.8-9B-Distill-MTP-GGUF srmiles Open WeightsStructured | — | — | 9B | — | — | — | — | Free Free | — |
53 | Qwen3-4B-Thinking-2507-GGUF unsloth Open WeightsStructured | — | — | 4B | — | — | — | — | Free Free | — |
54 | Qwen3-TTS-Malayalam-GGUF mradermacher Open WeightsStructured | — | — | Unknown | — | — | — | — | Free Free | — |
55 | Qwen3.6-27B-NVFP4-MTP-GGUF michaelw9999 Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
56 | Qwen3-32B-abliterated-GGUF mradermacher Open WeightsStructured | — | — | 32B | — | — | — | — | Free Free | — |
57 | Qwen3.8-27B-i1-IQ4_XS-GGUF-Smaller jrell Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
58 | Qwen3.8-27B-OBLITERATED-GGUF mradermacher Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
59 | Qwen3.5-4B-ARA-heresy-i1-GGUF mradermacher Open WeightsStructured | — | — | 4B | — | — | — | — | Free Free | — |
60 | Qwen3.5-27B-WebNovel-Writer-zh-GGUF wcn123 Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
61 | SmolVLM2-2.2B-Instruct-i1-GGUF mradermacher Open WeightsStructured | — | — | 2B | — | — | — | — | Free Free | — |
62 | Qwen3.8-27B-OBLITERATED-i1-GGUF mradermacher Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
63 | Qwen3.8-35B-A3B-Distill-i1-GGUF mradermacher Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
64 | ThinkingCap-Qwen3.6-27B-MTP-GGUF protoLabsAI Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
65 | Qwen3.6-35B-A3B-abliterated-GGUF mradermacher Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
66 | Qwen3-Coder-30B-A3B-Instruct-GGUF backpack-run Open WeightsStructured | — | — | 30B | — | — | — | — | Free Free | — |
67 | LTX-2.3-Multiple-Subject-Reference LiconStudio Open WeightsStructured | — | — | Unknown | — | — | — | — | Free Free | — |
68 | Qwen3-4B-Instruct-2507-heretic-GGUF logos-flux Open WeightsStructured | — | — | 4B | — | — | — | — | Free Free | — |
69 | Qwen3-Omni-30B-A3B-Captioner-GGUF mradermacher Open WeightsStructured | — | — | 30B | — | — | — | — | Free Free | — |
70 | Nemotron-Cascade-2-30B-A3B-i1-GGUF mradermacher Open WeightsStructured | — | — | 30B | 42.4 | — | — | — | Free Free | — |
71 | Qwen3.8-9B-heretic-uncensored-GGUF mradermacher Open WeightsStructured | — | — | 9B | — | — | — | — | Free Free | — |
72 | Ophiuchi-Qwen3-14B-Instruct-i1-GGUF mradermacher Open WeightsStructured | — | — | 14B | — | — | — | — | Free Free | — |
73 | Qwen3.5-2B-Uncensored-HauhauCS-Aggressive HauhauCS Open WeightsStructured | — | — | 2B | — | — | — | — | Free Free | — |
74 | Qwen2.5-1.5B-Instruct-uncensored-GGUF mradermacher Open WeightsStructured | — | — | 2B | — | — | — | — | Free Free | — |
75 | Qwen3.8-27B-Uncensored-Heretic-v2-GGUF OS-Software Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
76 | Qwen3.5-122B-A10B-PS-IQ2_XXS-MTP-GGUF peasantsmith Open WeightsStructured | — | — | 122B | — | — | — | — | Free Free | — |
77 | Crow-4B-Opus-4.6-Distill-Heretic_Qwen3.5 Crownelius Open WeightsStructured | — | — | 4B | — | — | — | — | Free Free | — |
78 | Huihui-Qwen3.6-35B-A3B-abliterated-GGUF mradermacher Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
79 | Huihui-Qwen3.8-27B-Abliterated-W4A16-AutoRound ababaka Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
80 | Huihui-Qwen3.6-35B-A3B-abliterated-i1-GGUF mradermacher Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
81 | Qwen2.5-3B-Instruct-Perplexity-E3-BF16-GGUF mradermacher Open WeightsStructured | — | — | 3B | — | — | — | — | Free Free | — |
82 | Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V8-GGUF LuffyTheFox Open WeightsStructured | — | — | 35B | — | — | — | — | Free Free | — |
83 | Parable-Nanbeige4.2-3B-Claude-Fable-5-heretic-i1-GGUF mradermacher Open WeightsStructured | — | — | 3B | 80.0 | — | — | — | Free Free | — |
84 | Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF-Q8-NVFP4 AIconjured Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
85 | Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-heretic-i1-GGUF mradermacher Open WeightsStructured | — | — | 27B | — | — | — | — | Free Free | — |
86 | SenseNova-U1-8B-MoT sensenova Open WeightsStructured | — | — | 18B | — | — | — | — | Free Free | — |
87 | SenseNova-U1-8B-MoT-SFT sensenova Open WeightsStructured | — | — | 18B | — | — | — | — | Free Free | — |
88 | SenseNova-U1-8B-MoT-Infographic sensenova Open WeightsStructured | — | — | 18B | — | — | — | — | Free Free | — |