the llm value index
One number: capability per dollar. 492 models from two public sources. Price is blended $/1M tokens (3 input : 1 output).
pareto frontier other models The 50 most capable models with published pricing. Split lines mark the medians: $2.70 per 1M blended, capability 78.9. Filled points sit on the pareto frontier.
| model | capability | blended $/1M | context | value | |
|---|---|---|---|---|---|
| Gemma 4 E4B
pareto mid open weights |
58.6 | $0.04 | 131K | 1465 | |
| 0.02 · 0.1 · - tok/s · ls / bl · gemma-4-e4b-it · no recent coverage matched | |||||
| Llama 3.1 8B Instruct
pareto budget open weights |
30.4 | $0.025 | 131K | 1216 | |
| 0.02 · 0.04 · - tok/s · ls · llama-3.1-8b-instruct · no recent coverage matched | |||||
| IBM Granite 4.2 3B
mid open weights |
54.8 | $0.052 | 131K | 1044 | |
| 0.03 · 0.12 · - tok/s · ls / bl · granite-4.2-3b · no recent coverage matched | |||||
| Qwen3.7 Flash
budget |
49.0 | $0.055 | 1M | 891 | |
| 0.03 · 0.13 · - tok/s · - / bl · qwen3-7-flash · no recent coverage matched | |||||
| Mistral Small 3 24B Instruct
budget open weights |
45.3 | $0.058 | 33K | 788 | |
| 0.05 · 0.08 · - tok/s · ls · mistral-small-24b-instruct-2501 · no recent coverage matched | |||||
| Qwen3.5-9B
pareto frontier open weights |
81.7 | $0.113 | 262K | 726 | |
| 0.1 · 0.15 · - tok/s · ls · qwen3.5-9b · no recent coverage matched | |||||
| GPT OSS 20B
budget open weights |
41.2 | $0.058 | 131K | 717 | |
| 0.03 · 0.14 · - tok/s · ls / bl · gpt-oss-20b · no recent coverage matched | |||||
| GPT OSS 120B
budget open weights |
47.5 | $0.07 | 131K | 676 | |
| 0.037 · 0.17 · 3 tok/s · ls / bl · gpt-oss-120b · no recent coverage matched | |||||
| Phi 4
mid open weights |
56.1 | $0.087 | 16K | 641 | |
| 0.07 · 0.14 · - tok/s · ls / bl · phi-4 · no recent coverage matched | |||||
| DeepSeek-V4-Flash-Max
mid open weights |
70.7 | $0.113 | 1.0M | 628 | |
| 0.09 · 0.18 · - tok/s · ls · deepseek-v4-flash-max · no recent coverage matched | |||||
| DeepSeek-V4-Flash-0423
mid open weights |
68.8 | $0.113 | 1.0M | 612 | |
| 0.09 · 0.18 · - tok/s · ls · deepseek-v4-flash-0423 · no recent coverage matched | |||||
| Laguna XS 2.1
mid open weights |
70.9 | $0.125 | 262K | 567 | |
| 0.1 · 0.2 · - tok/s · ls / bl · laguna-xs-2.1 · no recent coverage matched | |||||
| Muse Spark 1.2
mid |
70.5 | $0.125 | 1.0M | 564 | |
| 0.1 · 0.2 · 169 tok/s · ls / bl · muse-spark-1.2 · no recent coverage matched | |||||
| Gemma 3 12B
budget open weights |
40.9 | $0.075 | 131K | 545 | |
| 0.05 · 0.15 · - tok/s · ls · gemma-3-12b-it · no recent coverage matched | |||||
| Ling 3.0 Flash
budget |
47.5 | $0.09 | 131K | 528 | |
| 0.06 · 0.18 · - tok/s · ls / bl · ling-3.0-flash · no recent coverage matched | |||||
| IBM Granite 4.2 8B
mid open weights |
55.9 | $0.107 | 131K | 520 | |
| 0.06 · 0.25 · - tok/s · ls / bl · granite-4.2-8b · no recent coverage matched | |||||
| Gemma 3 4B
budget open weights |
30.8 | $0.063 | 131K | 493 | |
| 0.05 · 0.1 · - tok/s · ls · gemma-3-4b-it · no recent coverage matched | |||||
| Nemotron 3 Nano (30B A3B)
budget open weights |
43.1 | $0.087 | 262K | 493 | |
| 0.05 · 0.2 · - tok/s · ls / bl · nemotron-3-nano-30b-a3b · no recent coverage matched | |||||
| Seed 2.0 Mini
frontier |
79.0 | $0.175 | 256K | 451 | |
| 0.1 · 0.4 · - tok/s · ls / bl · seed-2.0-mini · no recent coverage matched | |||||
| Mistral Small 3.2 24B Instruct
budget open weights |
46.1 | $0.106 | 128K | 434 | |
| 0.075 · 0.2 · - tok/s · ls · mistral-small-3.2-24b-instruct-2506 · no recent coverage matched | |||||
| Step-3.5-Flash
mid open weights |
74.4 | $0.175 | 66K | 425 | |
| 0.1 · 0.4 · 243 tok/s · ls / bl · step-3.5-flash · no recent coverage matched | |||||
| Gemma 3 27B
budget open weights |
42.4 | $0.1 | 131K | 424 | |
| 0.08 · 0.16 · - tok/s · ls / bl · gemma-3-27b-it · no recent coverage matched | |||||
| Nemotron 3.5 Lightning (30B A3B)
budget open weights |
46.2 | $0.11 | 262K | 420 | |
| 0.08 · 0.2 · - tok/s · ls / bl · nemotron-3.5-lightning-30b-a3b · no recent coverage matched | |||||
| Llama 4 Scout
mid open weights |
57.2 | $0.15 | 328K | 381 | |
| 0.1 · 0.3 · - tok/s · ls / bl · llama-4-scout · no recent coverage matched | |||||
| Qwen3-235B-A22B-Instruct-2507
frontier open weights |
77.5 | $0.205 | 262K | 378 | |
| 0.09 · 0.55 · - tok/s · ls · qwen3-235b-a22b-instruct-2507 · no recent coverage matched | |||||
| Ministral 3 3B (Reasoning)
budget open weights |
37.6 | $0.1 | 256K | 376 | |
| 0.1 · 0.1 · - tok/s · - / bl · ministral-3-3b-reasoning · no recent coverage matched | |||||
| Gemma 4 31B
mid open weights |
55.4 | $0.152 | 262K | 363 | |
| 0.09 · 0.34 · 50 tok/s · ls / bl · gemma-4-31b-it · no recent coverage matched | |||||
| Gemma 4 26B-A4B
budget open weights |
49.8 | $0.138 | 262K | 362 | |
| 0.07 · 0.34 · 103 tok/s · ls / bl · gemma-4-26b-a4b-it · no recent coverage matched | |||||
| Qwen3 30B A3B
mid open weights |
65.8 | $0.185 | 128K | 356 | |
| 0.1 · 0.44 · - tok/s · ls · qwen3-30b-a3b · no recent coverage matched | |||||
| LongCat-Flash-Lite
mid open weights |
60.6 | $0.175 | 256K | 346 | |
| 0.1 · 0.4 · - tok/s · ls / bl · longcat-flash-lite · no recent coverage matched | |||||
| Hy3
pareto frontier open weights |
84.2 | $0.25 | 262K | 337 | |
| 0.14 · 0.58 · - tok/s · ls / bl · hy3 · no recent coverage matched | |||||
| Llama 3.3 70B Instruct
mid open weights |
50.5 | $0.155 | 131K | 326 | |
| 0.1 · 0.32 · - tok/s · ls · llama-3.3-70b-instruct · no recent coverage matched | |||||
| Nemotron 3 Super (120B A12B)
mid open weights |
53.1 | $0.164 | 262K | 324 | |
| 0.085 · 0.4 · - tok/s · ls / bl · nemotron-3-super-120b-a12b · no recent coverage matched | |||||
| Qwen3.5 Flash
mid |
56.1 | $0.175 | 1M | 321 | |
| 0.1 · 0.4 · - tok/s · - / bl · qwen3-5-flash · no recent coverage matched | |||||
| GPT-5 nano
budget |
40.0 | $0.138 | 400K | 291 | |
| 0.05 · 0.4 · - tok/s · ls / bl · gpt-5-nano-2025-08-07 · no recent coverage matched | |||||
| GPT-4.1 nano
mid |
50.3 | $0.175 | 1.0M | 287 | |
| 0.1 · 0.4 · 236 tok/s · ls / bl · gpt-4.1-nano-2025-04-14 · no recent coverage matched | |||||
| Qwen3.8 Flash
mid |
63.8 | $0.23 | 1M | 277 | |
| 0.15 · 0.47 · 74 tok/s · ls · qwen3.8-flash · no recent coverage matched | |||||
| MiMo-V2.5
mid open weights |
57.9 | $0.21 | 1.0M | 276 | |
| 0.168 · 0.336 · - tok/s · ls / bl · mimo-v2.5 · no recent coverage matched | |||||
| Mistral Small 4
mid open weights |
71.2 | $0.263 | 256K | 271 | |
| 0.15 · 0.6 · 177 tok/s · ls / bl · mistral-small-latest · no recent coverage matched | |||||
| Qwen3 VL 30B A3B Instruct
mid open weights |
70.4 | $0.263 | 262K | 268 | |
| 0.15 · 0.6 · - tok/s · ls · qwen3-vl-30b-a3b-instruct · no recent coverage matched | |||||
| Ministral 3 8B (Reasoning)
budget open weights |
38.4 | $0.15 | 256K | 256 | |
| 0.15 · 0.15 · - tok/s · - / bl · ministral-3-8b-reasoning · no recent coverage matched | |||||
| Grok-3 Mini
frontier |
84.0 | $0.35 | 128K | 240 | |
| 0.3 · 0.5 · - tok/s · ls / bl · grok-3-mini · no recent coverage matched | |||||
| Ministral 3 14B (Reasoning)
budget open weights |
47.2 | $0.2 | 256K | 236 | |
| 0.2 · 0.2 · - tok/s · - / bl · ministral-3-14b-reasoning · no recent coverage matched | |||||
| GLM-5.3-Flash
mid open weights |
55.3 | $0.237 | 1.0M | 233 | |
| 0.15 · 0.5 · 81 tok/s · ls / bl · glm-5.3-flash · news ↗ | |||||
| DeepSeek-V3.2
mid open weights |
65.4 | $0.29 | 164K | 226 | |
| 0.26 · 0.38 · - tok/s · ls · deepseek-v3.2 · news ↗ | |||||
| IBM Granite 4.2 30B
mid open weights |
61.7 | $0.282 | 131K | 218 | |
| 0.16 · 0.65 · - tok/s · ls / bl · granite-4.2-30b · no recent coverage matched | |||||
| Qwen3-Next-80B-A3B-Instruct
mid open weights |
72.9 | $0.343 | 262K | 213 | |
| 0.09 · 1.10 · - tok/s · ls · qwen3-next-80b-a3b-instruct · no recent coverage matched | |||||
| GPT-5.6 Luna
pareto frontier |
92.3 | $0.45 | 1.1M | 205 | |
| 0.2 · 1.20 · 141 tok/s · ls / bl · gpt-5.6-luna · news ↗ | |||||
| Llama 4 Maverick
mid open weights |
69.8 | $0.35 | 1.0M | 199 | |
| 0.2 · 0.8 · - tok/s · ls / bl · llama-4-maverick · no recent coverage matched | |||||
| Mercury 2
mid |
74.0 | $0.375 | 128K | 197 | |
| 0.25 · 0.75 · - tok/s · ls / bl · mercury-2 · no recent coverage matched | |||||
| DeepSeek-V4.1-Flash
mid open weights |
63.9 | $0.33 | 1.0M | 194 | |
| 0.22 · 0.66 · - tok/s · ls / bl · deepseek-v4.1-flash · no recent coverage matched | |||||
| Gemini 2.5 Flash-Lite
budget open weights |
33.8 | $0.175 | 1M | 193 | |
| 0.1 · 0.4 · - tok/s · ls / bl · gemini-2.5-flash-lite · no recent coverage matched | |||||
| Qwen3.6-35B-A3B
mid open weights |
60.3 | $0.313 | 262K | 193 | |
| 0.1 · 0.95 · - tok/s · ls · qwen3.6-35b-a3b · no recent coverage matched | |||||
| Qwen3.5-35B-A3B
mid open weights |
66.9 | $0.355 | 262K | 189 | |
| 0.14 · 1.00 · - tok/s · ls / bl · qwen3.5-35b-a3b · no recent coverage matched | |||||
| DeepSeek V3.2
mid open weights |
56.9 | $0.315 | 128K | 181 | |
| 0.28 · 0.42 · - tok/s · - / bl · deepseek-v3-2 · no recent coverage matched | |||||
| Grok 4.1 Fast
budget |
47.3 | $0.275 | 2M | 172 | |
| 0.2 · 0.5 · - tok/s · - / bl · grok-4-1-fast · no recent coverage matched | |||||
| DeepSeek-V3 0324
mid open weights |
68.4 | $0.405 | 164K | 169 | |
| 0.24 · 0.9 · - tok/s · ls · deepseek-v3-0324 · no recent coverage matched | |||||
| MiniMax M3
frontier open weights |
80.5 | $0.485 | 1M | 166 | |
| 0.28 · 1.10 · 109 tok/s · ls / bl · minimax-m3 · no recent coverage matched | |||||
| MAI-Code-1.1-Flash
mid |
72.6 | $0.45 | 256K | 161 | |
| 0.2 · 1.20 · - tok/s · ls / bl · mai-code-1.1-flash · no recent coverage matched | |||||
| Ministral 3 3B
budget open weights |
16.0 | $0.1 | 256K | 160 | |
| 0.1 · 0.1 · - tok/s · - / bl · ministral-3-3b · no recent coverage matched | |||||
| MiniMax M2.5
frontier open weights |
80.2 | $0.525 | 1M | 153 | |
| 0.3 · 1.20 · 147 tok/s · ls / bl · minimax-m2.5 · no recent coverage matched | |||||
| Solar Pro 4
frontier |
79.8 | $0.525 | 524K | 152 | |
| 0.3 · 1.20 · - tok/s · ls / bl · solar-pro4 · no recent coverage matched | |||||
| Ministral 3 14B
budget open weights |
30.3 | $0.2 | 256K | 152 | |
| 0.2 · 0.2 · - tok/s · - / bl · ministral-3-14b · no recent coverage matched | |||||
| Qwen3-Coder 480B A35B Instruct
mid open weights |
69.6 | $0.475 | 262K | 147 | |
| 0.3 · 1.00 · - tok/s · ls · qwen3-coder-480b-a35b-instruct · no recent coverage matched | |||||
| Grok Code Fast 1
mid |
70.8 | $0.525 | 256K | 135 | |
| 0.2 · 1.50 · - tok/s · ls / bl · grok-code-fast-1 · no recent coverage matched | |||||
| Qwen2.5 72B Instruct
budget open weights |
49.0 | $0.37 | 33K | 132 | |
| 0.36 · 0.4 · - tok/s · ls / bl · qwen-2.5-72b-instruct · no recent coverage matched | |||||
| Inkling-Small
mid open weights |
67.1 | $0.525 | 524K | 128 | |
| 0.3 · 1.20 · - tok/s · ls / bl · inkling-small · news ↗ | |||||
| DeepSeek-V3.1
mid open weights |
52.3 | $0.425 | 164K | 123 | |
| 0.25 · 0.95 · - tok/s · ls / bl · deepseek-v3.1 · no recent coverage matched | |||||
| Trinity-Large-Preview
mid open weights |
53.7 | $0.438 | 512K | 123 | |
| 0.25 · 1.00 · - tok/s · - / bl · trinity-large-preview · no recent coverage matched | |||||
| Ministral 3 8B
budget open weights |
17.9 | $0.15 | 256K | 119 | |
| 0.15 · 0.15 · - tok/s · - / bl · ministral-3-8b · no recent coverage matched | |||||
| GPT-5.4 nano
mid |
53.6 | $0.463 | 400K | 116 | |
| 0.2 · 1.25 · 162 tok/s · ls / bl · gpt-5.4-nano · no recent coverage matched | |||||
| Muse Glimmer-30B
mid open weights |
60.5 | $0.525 | 131K | 115 | |
| 0.3 · 1.20 · - tok/s · ls / bl · muse-glimmer-30b · no recent coverage matched | |||||
| Step 3.7 Flash
mid open weights |
50.0 | $0.438 | 262K | 114 | |
| 0.2 · 1.15 · - tok/s · ls / bl · step-3.7-flash · no recent coverage matched | |||||
| GLM-4.5-Air
budget open weights |
47.7 | $0.425 | 128K | 112 | |
| 0.2 · 1.10 · - tok/s · ls / bl · glm-4.5-air · no recent coverage matched | |||||
| DeepSeek-V4-Pro-0813
mid open weights |
60.0 | $0.544 | 1.0M | 110 | |
| 0.435 · 0.87 · 65 tok/s · ls / bl · deepseek-v4-pro-0813 · no recent coverage matched | |||||
| MiMo-V2.5-Pro
mid open weights |
59.9 | $0.544 | 1.0M | 110 | |
| 0.435 · 0.87 · - tok/s · ls / bl · mimo-v2.5-pro · no recent coverage matched | |||||
| DeepSeek-V3
mid open weights |
50.6 | $0.463 | 164K | 109 | |
| 0.32 · 0.89 · - tok/s · ls / bl · deepseek-v3 · no recent coverage matched | |||||
| MiniMax M2.1
mid open weights |
56.7 | $0.525 | 1M | 108 | |
| 0.3 · 1.20 · - tok/s · ls · minimax-m2.1 · no recent coverage matched | |||||
| Seed 1.8
mid |
72.9 | $0.688 | 256K | 106 | |
| 0.25 · 2.00 · - tok/s · ls · seed-1.8 · no recent coverage matched | |||||
| Trinity-Large-Thinking
budget open weights |
43.4 | $0.412 | 512K | 105 | |
| 0.25 · 0.9 · - tok/s · - / bl · trinity-large-thinking · no recent coverage matched | |||||
| MiniMax M2.7
mid open weights |
55.2 | $0.525 | 205K | 105 | |
| 0.3 · 1.20 · - tok/s · ls / bl · minimax-m2.7 · no recent coverage matched | |||||
| Llama 3.1 70B Instruct
budget open weights |
41.7 | $0.4 | 131K | 104 | |
| 0.4 · 0.4 · - tok/s · ls · llama-3.1-70b-instruct · no recent coverage matched | |||||
| MiniMax M2
mid open weights |
53.3 | $0.525 | 1M | 102 | |
| 0.3 · 1.20 · - tok/s · ls · minimax-m2 · no recent coverage matched | |||||
| Hermes 3 70B
mid open weights |
66.1 | $0.7 | 131K | 94.4 | |
| 0.7 · 0.7 · - tok/s · ls · hermes-3-70b · no recent coverage matched | |||||
| GPT-4o mini
budget |
24.5 | $0.263 | 128K | 93.3 | |
| 0.15 · 0.6 · - tok/s · ls / bl · gpt-4o-mini-2024-07-18 · no recent coverage matched | |||||
| Gemini 3.1 Flash-Lite
mid |
51.5 | $0.563 | 1M | 91.6 | |
| 0.25 · 1.50 · - tok/s · ls / bl · gemini-3.1-flash-lite-preview · no recent coverage matched | |||||
| GLM-4.7
mid open weights |
67.4 | $0.738 | 203K | 91.4 | |
| 0.4 · 1.75 · - tok/s · ls / bl · glm-4.7 · no recent coverage matched | |||||
| Nova 2 Lite
mid |
72.1 | $0.85 | 1M | 84.8 | |
| 0.3 · 2.50 · - tok/s · ls · nova-2-lite · no recent coverage matched | |||||
| Qwen3.5-122B-A10B
mid open weights |
68.7 | $0.818 | 262K | 84.0 | |
| 0.29 · 2.40 · - tok/s · ls / bl · qwen3.5-122b-a10b · no recent coverage matched | |||||
| Qwen3.5-27B
mid open weights |
68.8 | $0.845 | 262K | 81.4 | |
| 0.26 · 2.60 · 24 tok/s · ls / bl · qwen3.5-27b · no recent coverage matched | |||||
| Seed 2.0 Pro
frontier |
82.7 | $1.13 | 256K | 73.5 | |
| 0.5 · 3.00 · 30 tok/s · ls · seed-2.0-pro · no recent coverage matched | |||||
| GPT-5 mini
budget |
49.5 | $0.688 | 400K | 72.0 | |
| 0.25 · 2.00 · 352 tok/s · ls / bl · gpt-5-mini-2025-08-07 · no recent coverage matched | |||||
| Nemotron 3 Ultra (550B A55B)
mid open weights |
65.0 | $0.925 | 262K | 70.3 | |
| 0.5 · 2.20 · - tok/s · ls / bl · nemotron-3-ultra-550b-a55b · no recent coverage matched | |||||
| Gemini 3.5 Flash-Lite
mid |
59.0 | $0.85 | 1.0M | 69.4 | |
| 0.3 · 2.50 · 223 tok/s · ls / bl · gemini-3.5-flash-lite · no recent coverage matched | |||||
| Claude 3 Haiku
budget |
33.3 | $0.5 | 200K | 66.6 | |
| 0.25 · 1.25 · - tok/s · ls / bl · claude-3-haiku-20240307 · no recent coverage matched | |||||
| GLM-4.6
mid open weights |
55.4 | $0.875 | 203K | 63.3 | |
| 0.5 · 2.00 · - tok/s · ls · glm-4.6 · no recent coverage matched | |||||
| GLM-5.2
mid open weights |
73.0 | $1.16 | 1.0M | 62.8 | |
| 0.75 · 2.40 · - tok/s · ls / bl · glm-5.2 · news ↗ | |||||
| Gemini 3 Flash
mid |
70.6 | $1.13 | 1M | 62.8 | |
| 0.5 · 3.00 · 320 tok/s · ls / bl · gemini-3-flash-preview · no recent coverage matched | |||||
| Mistral Large 3
budget |
45.6 | $0.75 | 256K | 60.8 | |
| 0.5 · 1.50 · - tok/s · - / bl · mistral-large-3 · no recent coverage matched | |||||
| Qwen3.6-27B
mid open weights |
63.0 | $1.04 | 262K | 60.6 | |
| 0.32 · 3.20 · 1 tok/s · ls / bl · qwen3.6-27b · no recent coverage matched | |||||
| Gemini 2.5 Flash
mid |
51.4 | $0.85 | 1M | 60.5 | |
| 0.3 · 2.50 · - tok/s · ls / bl · gemini-2.5-flash · no recent coverage matched | |||||
| Kimi K2.5
mid open weights |
71.5 | $1.20 | 256K | 59.6 | |
| 0.6 · 3.00 · - tok/s · ls / bl · kimi-k2.5 · no recent coverage matched | |||||
| Qwen3.5-397B-A17B
mid open weights |
64.5 | $1.09 | 262K | 59.3 | |
| 0.45 · 3.00 · - tok/s · ls / bl · qwen3.5-397b-a17b · no recent coverage matched | |||||
| Qwen3.6 Plus
mid |
66.0 | $1.13 | 1M | 58.7 | |
| 0.5 · 3.00 · 111 tok/s · ls / bl · qwen3.6-plus · no recent coverage matched | |||||
| Mistral Large 3 (675B Instruct 2512)
budget open weights |
43.9 | $0.75 | 262K | 58.5 | |
| 0.5 · 1.50 · - tok/s · ls · mistral-large-latest · no recent coverage matched | |||||
| DeepSeek V3.2 (Thinking)
mid open weights |
55.8 | $0.96 | 128K | 58.1 | |
| 0.55 · 2.19 · - tok/s · - / bl · deepseek-v3-2-thinking · no recent coverage matched | |||||
| Qwen3.8-27B
mid open weights |
60.0 | $1.05 | 262K | 57.1 | |
| 0.4 · 3.00 · - tok/s · ls / bl · qwen3.8-27b · no recent coverage matched | |||||
| Qwen3.5 Plus
budget |
49.9 | $0.9 | 1M | 55.4 | |
| 0.4 · 2.40 · - tok/s · - / bl · qwen3-5-plus · no recent coverage matched | |||||
| GLM-4.5
mid open weights |
52.6 | $1.00 | 128K | 52.6 | |
| 0.6 · 2.20 · - tok/s · ls / bl · glm-4.5 · no recent coverage matched | |||||
| DeepSeek-R1-0528
budget open weights |
47.8 | $0.912 | 164K | 52.4 | |
| 0.5 · 2.15 · - tok/s · ls · deepseek-r1-0528 · no recent coverage matched | |||||
| DeepSeek-R1
mid open weights |
50.2 | $0.96 | 128K | 52.3 | |
| 0.55 · 2.19 · - tok/s · ls / bl · deepseek-r1 · no recent coverage matched | |||||
| Gemini 3.8 Flash
frontier |
75.6 | $1.50 | 1.0M | 50.4 | |
| 0.75 · 3.75 · 224 tok/s · ls / bl · gemini-3.8-flash · news ↗ | |||||
| GLM-5
frontier open weights |
77.8 | $1.55 | 200K | 50.2 | |
| 1.00 · 3.20 · - tok/s · ls / bl · glm-5 · no recent coverage matched | |||||
| Kimi K2.7 Code
mid open weights |
65.5 | $1.36 | 262K | 48.2 | |
| 0.68 · 3.40 · - tok/s · ls / bl · kimi-k2.7-code · no recent coverage matched | |||||
| Kimi K2.6
mid open weights |
69.0 | $1.44 | 262K | 48.0 | |
| 0.75 · 3.50 · 87 tok/s · ls · kimi-k2.6 · no recent coverage matched | |||||
| Kimi K2.5 (Reasoning)
mid |
57.0 | $1.20 | 256K | 47.5 | |
| 0.6 · 3.00 · - tok/s · - / bl · kimi-k2-5-reasoning · no recent coverage matched | |||||
| Aion-2.0
budget |
46.5 | $1.00 | 128K | 46.5 | |
| 0.8 · 1.60 · - tok/s · - / bl · aion-2-0 · no recent coverage matched | |||||
| Gemini 3.7 Flash
mid |
68.5 | $1.50 | 1.0M | 45.7 | |
| 0.75 · 3.75 · 235 tok/s · ls / bl · gemini-3.7-flash · news ↗ | |||||
| Inkling
frontier open weights |
77.6 | $1.73 | 524K | 45.0 | |
| 0.95 · 4.05 · - tok/s · ls / bl · inkling · no recent coverage matched | |||||
| DeepSeek-V4-Pro-Max
mid open weights |
73.0 | $1.63 | 1.0M | 44.9 | |
| 1.30 · 2.60 · - tok/s · ls · deepseek-v4-pro-max · no recent coverage matched | |||||
| GPT-4.1 mini
budget |
30.8 | $0.7 | 1.0M | 44.0 | |
| 0.4 · 1.60 · 333 tok/s · ls / bl · gpt-4.1-mini-2025-04-14 · no recent coverage matched | |||||
| Qwen3.5 397B (Reasoning)
mid open weights |
57.2 | $1.35 | 128K | 42.4 | |
| 0.6 · 3.60 · - tok/s · - / bl · qwen3-5-397b-reasoning · no recent coverage matched | |||||
| GLM-5.1
mid open weights |
69.3 | $1.66 | 203K | 41.7 | |
| 1.05 · 3.50 · - tok/s · ls / bl · glm-5.1 · news ↗ | |||||
| GPT-3.5 Turbo
budget |
30.8 | $0.75 | 16K | 41.1 | |
| 0.5 · 1.50 · - tok/s · ls · gpt-3.5-turbo-0125 · no recent coverage matched | |||||
| Kimi 2.6
mid |
65.4 | $1.71 | 256K | 38.2 | |
| 0.95 · 4.00 · - tok/s · - / bl · kimi-2-6 · no recent coverage matched | |||||
| Grok 4.3
mid |
59.7 | $1.56 | 1M | 38.2 | |
| 1.25 · 2.50 · - tok/s · ls / bl · grok-4.3 · no recent coverage matched | |||||
| Qwen3.7 Max
mid |
71.4 | $1.88 | 1M | 38.1 | |
| 1.25 · 3.75 · - tok/s · ls / bl · qwen3.7-max · no recent coverage matched | |||||
| GLM-5 (Reasoning)
mid open weights |
57.4 | $1.55 | 200K | 37.0 | |
| 1.00 · 3.20 · - tok/s · - / bl · glm-5-reasoning · no recent coverage matched | |||||
| Claude Haiku 4.5
mid |
73.2 | $2.00 | 200K | 36.6 | |
| 1.00 · 5.00 · 57 tok/s · ls / bl · claude-haiku-4-5-20251001 · no recent coverage matched | |||||
| GPT-5.4 mini
mid |
58.1 | $1.69 | 400K | 34.4 | |
| 0.75 · 4.50 · 165 tok/s · ls / bl · gpt-5.4-mini · no recent coverage matched | |||||
| Qwen3 Max Thinking
frontier |
81.4 | $2.40 | 256K | 33.9 | |
| 1.20 · 6.00 · - tok/s · ls · qwen3-max-thinking · no recent coverage matched | |||||
| o3-mini
mid |
63.3 | $1.93 | 200K | 32.9 | |
| 1.10 · 4.40 · - tok/s · ls / bl · o3-mini · no recent coverage matched | |||||
| GLM-5.3
mid open weights |
62.5 | $1.90 | 1.0M | 32.9 | |
| 1.20 · 4.00 · 147 tok/s · ls / bl · glm-5.3 · news ↗ | |||||
| GLM-5-Turbo
mid |
61.6 | $1.90 | 200K | 32.4 | |
| 1.20 · 4.00 · - tok/s · - / bl · glm-5-turbo · no recent coverage matched | |||||
| Muse Spark 1.1
mid |
62.1 | $2.00 | 1.0M | 31.1 | |
| 1.25 · 4.25 · 184 tok/s · ls · muse-spark-1.1 · news ↗ | |||||
| Grok 4.5
pareto frontier |
93.0 | $3.00 | 500K | 31.0 | |
| 2.00 · 6.00 · 120 tok/s · ls / bl · grok-4.5 · news ↗ | |||||
| GLM-5V-Turbo
mid |
57.6 | $1.90 | 200K | 30.3 | |
| 1.20 · 4.00 · - tok/s · ls / bl · glm-5v-turbo · no recent coverage matched | |||||
| o4-mini
mid |
54.7 | $1.93 | 200K | 28.4 | |
| 1.10 · 4.40 · - tok/s · ls / bl · o4-mini · no recent coverage matched | |||||
| Qwen3.8 Max
mid open weights |
68.1 | $2.48 | 1.0M | 27.5 | |
| 1.65 · 4.95 · 114 tok/s · ls / bl · qwen3.8-max · news ↗ | |||||
| Qwen3 Max
mid |
65.8 | $2.40 | 256K | 27.4 | |
| 1.20 · 6.00 · - tok/s · ls · qwen3-max · no recent coverage matched | |||||
| Gemini 1.5 Pro
mid |
59.1 | $2.19 | 1M | 27.0 | |
| 1.25 · 5.00 · - tok/s · ls / bl · gemini-1.5-pro · no recent coverage matched | |||||
| Mistral Medium 3.5
frontier open weights |
77.6 | $3.00 | 256K | 25.9 | |
| 1.50 · 7.50 · 12 tok/s · ls / bl · mistral-medium-3-5 · no recent coverage matched | |||||
| GPT-5 High
frontier |
87.3 | $3.44 | 400K | 25.4 | |
| 1.25 · 10.00 · - tok/s · ls / bl · gpt-5-high-2025-08-07 · no recent coverage matched | |||||
| GPT-5.1
frontier |
82.2 | $3.44 | 400K | 23.9 | |
| 1.25 · 10.00 · - tok/s · ls / bl · gpt-5.1-2025-11-13 · no recent coverage matched | |||||
| GPT-5.1 Instant
frontier |
82.2 | $3.44 | 400K | 23.9 | |
| 1.25 · 10.00 · 139 tok/s · ls · gpt-5.1-instant-2025-11-12 · no recent coverage matched | |||||
| Grok 4.6
mid |
70.1 | $3.00 | 500K | 23.4 | |
| 2.00 · 6.00 · 61 tok/s · ls / bl · grok-4.6 · no recent coverage matched | |||||
| Gemini 3.6 Flash
mid |
68.4 | $3.00 | 1.0M | 22.8 | |
| 1.50 · 7.50 · 360 tok/s · ls / bl · gemini-3.6-flash · news ↗ | |||||
| Grok 4.20
mid |
67.1 | $3.00 | 2M | 22.4 | |
| 2.00 · 6.00 · - tok/s · - / bl · grok-4-20-beta · no recent coverage matched | |||||
| Kimi K2
budget |
23.3 | $1.07 | 128K | 21.7 | |
| 0.6 · 2.50 · - tok/s · - / bl · kimi-k2 · no recent coverage matched | |||||
| GPT-5.2 Instant
mid |
56.7 | $2.63 | 128K | 21.6 | |
| 1.50 · 6.00 · - tok/s · - / bl · gpt-5-2-instant · no recent coverage matched | |||||
| GPT-5.1 Codex
mid |
73.7 | $3.44 | 400K | 21.4 | |
| 1.25 · 10.00 · - tok/s · ls / bl · gpt-5.1-codex · no recent coverage matched | |||||
| GPT-5.6 Terra
frontier |
92.9 | $4.50 | 1.1M | 20.6 | |
| 2.00 · 12.00 · 135 tok/s · ls / bl · gpt-5.6-terra · no recent coverage matched | |||||
| Claude Sonnet 5
mid |
71.3 | $4.00 | 1M | 17.8 | |
| 2.00 · 10.00 · - tok/s · ls / bl · claude-sonnet-5 · news ↗ | |||||
| Gemini 3.1 Pro
frontier |
75.4 | $4.50 | 1.0M | 16.8 | |
| 2.00 · 12.00 · - tok/s · ls / bl · gemini-3.1-pro-preview · no recent coverage matched | |||||
| o3
mid |
55.7 | $3.50 | 200K | 15.9 | |
| 2.00 · 8.00 · - tok/s · ls / bl · o3-2025-04-16 · no recent coverage matched | |||||
| Gemini 2.5 Pro
mid |
54.7 | $3.44 | 1.0M | 15.9 | |
| 1.25 · 10.00 · - tok/s · ls / bl · gemini-2.5-pro · no recent coverage matched | |||||
| Gemini 3 Pro
mid |
71.3 | $4.50 | 2M | 15.8 | |
| 2.00 · 12.00 · - tok/s · ls / bl · gemini-3-pro-preview · no recent coverage matched | |||||
| GPT-5.1-Codex-Max
mid |
52.2 | $3.44 | 400K | 15.2 | |
| 1.25 · 10.00 · - tok/s · - / bl · gpt-5-1-codex-max · no recent coverage matched | |||||
| GPT-5.2
mid |
69.0 | $4.81 | 400K | 14.3 | |
| 1.75 · 14.00 · - tok/s · ls / bl · gpt-5.2-2025-12-11 · no recent coverage matched | |||||
| Grok-3
frontier |
84.6 | $6.00 | 128K | 14.1 | |
| 3.00 · 15.00 · - tok/s · ls / bl · grok-3 · no recent coverage matched | |||||
| Claude Sonnet 4.5
frontier |
83.4 | $6.00 | 200K | 13.9 | |
| 3.00 · 15.00 · - tok/s · ls / bl · claude-sonnet-4-5-20250929 · no recent coverage matched | |||||
| GPT-5.3 Codex
mid |
64.3 | $4.81 | 400K | 13.4 | |
| 1.75 · 14.00 · - tok/s · ls / bl · gpt-5.3-codex · no recent coverage matched | |||||
| Kimi K3
mid open weights |
74.8 | $5.70 | 1.0M | 13.1 | |
| 2.85 · 14.25 · 3 tok/s · ls / bl · kimi-k3 · news ↗ | |||||
| GPT-4o
mid |
53.6 | $4.38 | 128K | 12.3 | |
| 2.50 · 10.00 · - tok/s · ls · gpt-4o-2024-05-13 · news ↗ | |||||
| Claude Sonnet 4.6
mid |
72.8 | $6.00 | 1M | 12.1 | |
| 3.00 · 15.00 · - tok/s · ls / bl · claude-sonnet-4-6 · news ↗ | |||||
| GPT-4.1
budget |
42.1 | $3.50 | 1.0M | 12.0 | |
| 2.00 · 8.00 · - tok/s · ls / bl · gpt-4.1-2025-04-14 · no recent coverage matched | |||||
| Gemini 3.5 Flash
budget |
40.2 | $3.38 | 1.0M | 11.9 | |
| 1.50 · 9.00 · 497 tok/s · ls / bl · gemini-3.5-flash · news ↗ | |||||
| GPT-5.4
mid |
66.3 | $5.63 | 1M | 11.8 | |
| 2.50 · 15.00 · - tok/s · ls / bl · gpt-5.4 · news ↗ | |||||
| GPT-5.3 Instant
mid |
56.6 | $4.81 | 128K | 11.8 | |
| 1.75 · 14.00 · - tok/s · - / bl · gpt-5-3-instant · no recent coverage matched | |||||
| GPT-5.2 Codex
mid |
54.2 | $4.81 | 400K | 11.3 | |
| 1.75 · 14.00 · - tok/s · ls / bl · gpt-5.2-codex · no recent coverage matched | |||||
| Mistral Medium 3.5 128B
budget open weights |
30.1 | $3.00 | 256K | 10.0 | |
| 1.50 · 7.50 · - tok/s · - / bl · mistral-medium-3-5-128b · no recent coverage matched | |||||
| Command A+
budget open weights |
42.6 | $4.38 | 128K | 9.7 | |
| 2.50 · 10.00 · - tok/s · ls / bl · command-a-plus-05-2026 · no recent coverage matched | |||||
| GPT-4o
budget |
38.9 | $4.38 | 128K | 8.9 | |
| 2.50 · 10.00 · - tok/s · - / bl · gpt-4o · news ↗ | |||||
| GPT-5.6 Sol
pareto frontier |
94.6 | $11.25 | 1.1M | 8.4 | |
| 5.00 · 30.00 · 85 tok/s · ls / bl · gpt-5.6-sol · news ↗ | |||||
| Claude Opus 4.5
frontier |
84.0 | $10.00 | 200K | 8.4 | |
| 5.00 · 25.00 · - tok/s · ls / bl · claude-opus-4-5-20251101 · no recent coverage matched | |||||
| GPT-4o
budget |
36.2 | $4.38 | 128K | 8.3 | |
| 2.50 · 10.00 · - tok/s · ls · gpt-4o-2024-08-06 · news ↗ | |||||
| Claude Opus 4.8
frontier |
80.0 | $10.00 | 1M | 8.0 | |
| 5.00 · 25.00 · 59 tok/s · ls / bl · claude-opus-4-8 · no recent coverage matched | |||||
| Claude Opus 4.7
frontier |
78.8 | $10.00 | 1M | 7.9 | |
| 5.00 · 25.00 · - tok/s · ls / bl · claude-opus-4-7 · no recent coverage matched | |||||
| GPT-5.5 Instant
frontier |
85.6 | $11.25 | 400K | 7.6 | |
| 5.00 · 30.00 · - tok/s · ls · gpt-5.5-instant · news ↗ | |||||
| Claude Opus 4.6
frontier |
75.1 | $10.00 | 1M | 7.5 | |
| 5.00 · 25.00 · 34 tok/s · ls / bl · claude-opus-4-6 · news ↗ | |||||
| Claude Opus 4.7 (Adaptive)
mid |
69.1 | $10.00 | 1M | 6.9 | |
| 5.00 · 25.00 · - tok/s · - / bl · claude-opus-4-7-adaptive · no recent coverage matched | |||||
| Claude 4 Sonnet
budget |
39.4 | $6.00 | 200K | 6.6 | |
| 3.00 · 15.00 · - tok/s · - / bl · claude-4-sonnet · no recent coverage matched | |||||
| GPT-5.5
mid |
72.9 | $11.25 | 1.1M | 6.5 | |
| 5.00 · 30.00 · - tok/s · ls / bl · gpt-5.5 · news ↗ | |||||
| Claude Opus 5
mid |
64.7 | $10.00 | 1M | 6.5 | |
| 5.00 · 25.00 · 55 tok/s · ls / bl · claude-opus-5 · news ↗ | |||||
| Claude 3.5 Sonnet
budget |
32.0 | $6.00 | 200K | 5.3 | |
| 3.00 · 15.00 · - tok/s · - / bl · claude-3-5-sonnet · no recent coverage matched | |||||
| GPT-6 Astra
pareto frontier |
96.0 | $20.00 | 1.1M | 4.8 | |
| 10.00 · 50.00 · 93 tok/s · ls / bl · gpt-6-astra · news ↗ | |||||
| Claude Fable 5
frontier |
79.8 | $20.00 | 1M | 4.0 | |
| 10.00 · 50.00 · 34 tok/s · ls / bl · claude-fable-5 · news ↗ | |||||
| Claude Fable 5.1
mid |
65.0 | $20.00 | 1M | 3.3 | |
| 10.00 · 50.00 · 75 tok/s · ls / bl · claude-fable-5-1 · news ↗ | |||||
| GPT-4 Turbo
budget |
48.0 | $15.00 | 128K | 3.2 | |
| 10.00 · 30.00 · - tok/s · ls / bl · gpt-4-turbo-2024-04-09 · no recent coverage matched | |||||
| o1-preview
mid |
57.3 | $26.25 | 200K | 2.2 | |
| 15.00 · 60.00 · - tok/s · ls / bl · o1-preview · no recent coverage matched | |||||
| o1
budget |
46.2 | $26.25 | 200K | 1.8 | |
| 15.00 · 60.00 · - tok/s · - / bl · o1 · no recent coverage matched | |||||
| Claude Mythos Preview
frontier |
84.4 | $50.00 | 0 | 1.7 | |
| 25.00 · 125 · - tok/s · ls / bl · claude-mythos-preview · no recent coverage matched | |||||
| Claude 3 Opus
mid |
50.4 | $30.00 | 200K | 1.7 | |
| 15.00 · 75.00 · - tok/s · ls / bl · claude-3-opus-20240229 · no recent coverage matched | |||||
| o3-pro
budget |
47.3 | $35.00 | 200K | 1.4 | |
| 20.00 · 80.00 · - tok/s · ls / bl · o3-pro-2025-06-10 · no recent coverage matched | |||||
| Claude 4.1 Opus
budget |
42.0 | $30.00 | 200K | 1.4 | |
| 15.00 · 75.00 · - tok/s · - / bl · claude-4-1-opus · no recent coverage matched | |||||
| GPT-5.2 Pro
mid |
64.9 | $57.75 | 400K | 1.1 | |
| 21.00 · 168 · - tok/s · ls / bl · gpt-5.2-pro-2025-12-11 · no recent coverage matched | |||||
| GPT-5.4 Pro
mid |
60.0 | $67.50 | 1.1M | 0.9 | |
| 30.00 · 180 · - tok/s · - / bl · gpt-5-4-pro · no recent coverage matched | |||||
| GPT-5.5 Pro
mid |
57.2 | $67.50 | 1M | 0.8 | |
| 30.00 · 180 · - tok/s · ls / bl · gpt-5.5-pro · no recent coverage matched | |||||
| o1-pro
frontier |
79.0 | $263 | 200K | 0.3 | |
| 150 · 600 · - tok/s · ls / bl · o1-pro · no recent coverage matched | |||||
| Hy4 preview
frontier open weights |
92.3 | 0 | 1M | - | |
| 0 · 0 · - tok/s · ls / bl · hy4-preview · no recent coverage matched | |||||
| GPT-5 Medium
frontier |
88.1 | - | 128K | - | |
| - · - · - tok/s · ls / bl · gpt-5-medium-2025-08-07 · no recent coverage matched | |||||
| GPT-5.1 High
frontier |
88.1 | - | - | - | |
| - · - · - tok/s · ls · gpt-5.1-high-2025-11-12 · no recent coverage matched | |||||
| ChatGPT-4o Latest
frontier |
84.0 | - | - | - | |
| - · - · - tok/s · ls · chatgpt-4o-latest · no recent coverage matched | |||||
| GPT-5.1 Thinking
frontier |
82.2 | - | - | - | |
| - · - · - tok/s · ls · gpt-5.1-thinking-2025-11-12 · no recent coverage matched | |||||
| GPT OSS 120B High
frontier open weights |
80.9 | - | - | - | |
| - · - · - tok/s · ls · gpt-oss-120b-high · no recent coverage matched | |||||
| EXAONE 4.5 33B
frontier |
80.5 | - | - | - | |
| - · - · - tok/s · ls · exaone-4.5-33b · no recent coverage matched | |||||
| Seed 2.0 Lite
frontier |
79.3 | - | 256K | - | |
| - · - · - tok/s · ls / bl · seed-2.0-lite · no recent coverage matched | |||||
| MAI-Thinking-1
frontier |
78.9 | - | - | - | |
| - · - · - tok/s · ls · mai-thinking-1 · no recent coverage matched | |||||
| MiMo-V2-Pro
frontier |
78.0 | - | - | - | |
| - · - · - tok/s · ls · mimo-v2-pro · no recent coverage matched | |||||
| Claude Opus 4.1
frontier |
77.7 | - | - | - | |
| - · - · - tok/s · ls · claude-opus-4-1-20250805 · no recent coverage matched | |||||
| Claude 3.7 Sonnet
frontier |
77.6 | - | - | - | |
| - · - · - tok/s · ls · claude-3-7-sonnet-20250219 · no recent coverage matched | |||||
| Qwen3-Next-80B-A3B-Thinking
frontier open weights |
77.2 | - | - | - | |
| - · - · - tok/s · ls · qwen3-next-80b-a3b-thinking · no recent coverage matched | |||||
| Qwen3.5-4B
frontier open weights |
76.2 | - | - | - | |
| - · - · - tok/s · ls · qwen3.5-4b · no recent coverage matched | |||||
| Claude Opus 4
frontier |
76.1 | - | - | - | |
| - · - · - tok/s · ls · claude-opus-4-20250514 · no recent coverage matched | |||||
| Llama 3.1 Nemotron Ultra 253B v1
frontier open weights |
76.0 | - | - | - | |
| - · - · - tok/s · ls · llama-3.1-nemotron-ultra-253b-v1 · no recent coverage matched | |||||
| Kimi K2 0905
frontier |
75.8 | - | - | - | |
| - · - · - tok/s · ls · kimi-k2-0905 · no recent coverage matched | |||||
| Nova 2 Pro
frontier |
75.7 | - | - | - | |
| - · - · - tok/s · ls · nova-2-pro · no recent coverage matched | |||||
| Muse Spark
frontier |
75.1 | - | - | - | |
| - · - · - tok/s · ls · muse-spark · news ↗ | |||||
| MiMo-V2-Omni
mid |
74.8 | - | - | - | |
| - · - · - tok/s · ls · mimo-v2-omni · no recent coverage matched | |||||
| GPT-5 Codex
mid |
74.5 | - | - | - | |
| - · - · - tok/s · ls · gpt-5-codex-2025-09-15 · no recent coverage matched | |||||
| Qwen3 VL 30B A3B Thinking
mid open weights |
74.4 | - | - | - | |
| - · - · - tok/s · ls · qwen3-vl-30b-a3b-thinking · no recent coverage matched | |||||
| Gemini 2.0 Flash Thinking
mid |
74.2 | - | - | - | |
| - · - · - tok/s · ls · gemini-2.0-flash-thinking · no recent coverage matched | |||||
| GPT OSS 20B High
mid open weights |
74.2 | - | - | - | |
| - · - · - tok/s · ls · gpt-oss-20b-high · no recent coverage matched | |||||
| Claude Sonnet 4
mid |
74.1 | - | - | - | |
| - · - · - tok/s · ls · claude-sonnet-4-20250514 · no recent coverage matched | |||||
| ERNIE 4.5
mid |
74.0 | - | - | - | |
| - · - · - tok/s · ls · ernie-4.5 · no recent coverage matched | |||||
| DeepSeek R1 Zero
mid open weights |
73.3 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-zero · no recent coverage matched | |||||
| Qwen3 VL 32B Thinking
mid open weights |
73.1 | - | - | - | |
| - · - · - tok/s · ls · qwen3-vl-32b-thinking · no recent coverage matched | |||||
| Ministral 3 (14B Reasoning 2512)
mid open weights |
71.2 | - | - | - | |
| - · - · - tok/s · ls · ministral-14b-latest · no recent coverage matched | |||||
| LongCat-Flash-Thinking
mid open weights |
70.5 | - | - | - | |
| - · - · - tok/s · ls · longcat-flash-thinking · no recent coverage matched | |||||
| Qwen3 VL 8B Thinking
mid open weights |
69.9 | - | - | - | |
| - · - · - tok/s · ls · qwen3-vl-8b-thinking · no recent coverage matched | |||||
| Grok-4 Heavy
mid |
69.6 | - | - | - | |
| - · - · - tok/s · ls · grok-4-heavy · no recent coverage matched | |||||
| Kimi K2-Thinking-0905
mid open weights |
68.9 | - | - | - | |
| - · - · - tok/s · ls · kimi-k2-thinking-0905 · no recent coverage matched | |||||
| Phi 4 Reasoning Plus
mid open weights |
68.9 | - | - | - | |
| - · - · - tok/s · ls · phi-4-reasoning-plus · no recent coverage matched | |||||
| Qwen3 VL 32B Instruct
mid open weights |
68.9 | - | - | - | |
| - · - · - tok/s · ls · qwen3-vl-32b-instruct · no recent coverage matched | |||||
| Magistral Small 2506
mid open weights |
68.2 | - | - | - | |
| - · - · - tok/s · ls · magistral-small-2506 · no recent coverage matched | |||||
| North Mini Code 1.0
mid open weights |
67.6 | 0 | 256K | - | |
| 0 · 0 · - tok/s · ls / bl · north-mini-code-1.0 · no recent coverage matched | |||||
| Qwen3.7-Plus
mid |
67.6 | - | - | - | |
| - · - · - tok/s · ls · qwen3.7-plus · no recent coverage matched | |||||
| LongCat-Flash-Chat
mid open weights |
66.8 | - | - | - | |
| - · - · - tok/s · ls · longcat-flash-chat · no recent coverage matched | |||||
| Ministral 3 (8B Reasoning 2512)
mid open weights |
66.8 | - | - | - | |
| - · - · - tok/s · ls · ministral-8b-latest · no recent coverage matched | |||||
| Llama-3.3 Nemotron Super 49B v1
mid open weights |
66.7 | - | - | - | |
| - · - · - tok/s · ls · llama-3.3-nemotron-super-49b-v1 · no recent coverage matched | |||||
| Phi 4 Reasoning
mid open weights |
65.8 | - | - | - | |
| - · - · - tok/s · ls · phi-4-reasoning · no recent coverage matched | |||||
| Ornith-1.5-397B
mid open weights |
65.4 | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-5-397b · no recent coverage matched | |||||
| DeepSeek R1 Distill Llama 70B
mid open weights |
65.2 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-distill-llama-70b · no recent coverage matched | |||||
| QwQ-32B
mid open weights |
65.2 | - | - | - | |
| - · - · - tok/s · ls · qwq-32b · no recent coverage matched | |||||
| QwQ-32B-Preview
mid open weights |
65.2 | - | - | - | |
| - · - · - tok/s · ls · qwq-32b-preview · no recent coverage matched | |||||
| dots3-note Preview
mid open weights |
64.4 | 0 | 512K | - | |
| 0 · 0 · - tok/s · - / bl · dots3-note-preview · no recent coverage matched | |||||
| Qwen3 VL 4B Thinking
mid open weights |
64.1 | - | - | - | |
| - · - · 22 tok/s · ls · qwen3-vl-4b-thinking · no recent coverage matched | |||||
| Nemotron Nano 9B v2
mid open weights |
64.0 | - | - | - | |
| - · - · - tok/s · ls · nvidia-nemotron-nano-9b-v2 · no recent coverage matched | |||||
| Grok-4
mid |
63.8 | - | 128K | - | |
| - · - · - tok/s · ls / bl · grok-4 · no recent coverage matched | |||||
| Qwen3.8-Flash-Next
mid open weights |
63.8 | 0 | 262K | - | |
| 0 · 0 · - tok/s · ls / bl · qwen3.8-flash-next · news ↗ | |||||
| DeepSeek R1 Distill Qwen 32B
mid open weights |
62.1 | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · deepseek-r1-distill-qwen-32b · no recent coverage matched | |||||
| Gemini 2.0 Flash
mid |
62.1 | - | - | - | |
| - · - · - tok/s · ls · gemini-2.0-flash · no recent coverage matched | |||||
| ERNIE 5.0
mid |
62.0 | - | - | - | |
| - · - · - tok/s · ls · ernie-5.0 · no recent coverage matched | |||||
| GPT-5
mid |
61.8 | - | - | - | |
| - · - · - tok/s · ls · gpt-5-2025-08-07 · news ↗ | |||||
| Devstral Medium
mid |
61.6 | - | - | - | |
| - · - · - tok/s · ls · devstral-medium-2507 · no recent coverage matched | |||||
| DeepSeek-V3.2 (Thinking)
mid open weights |
60.2 | - | - | - | |
| - · - · - tok/s · ls · deepseek-reasoner · no recent coverage matched | |||||
| o1-mini
mid |
60.0 | - | - | - | |
| - · - · - tok/s · ls · o1-mini · no recent coverage matched | |||||
| MiMo-V2-Flash
mid open weights |
59.7 | 0 | 256K | - | |
| 0 · 0 · - tok/s · ls / bl · mimo-v2-flash · no recent coverage matched | |||||
| o1
mid |
59.5 | - | - | - | |
| - · - · - tok/s · ls · o1-2024-12-17 · no recent coverage matched | |||||
| Claude 3.5 Sonnet
mid |
59.4 | - | - | - | |
| - · - · - tok/s · ls · claude-3-5-sonnet-20240620 · no recent coverage matched | |||||
| DeepSeek R1 Distill Qwen 14B
mid open weights |
59.1 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-distill-qwen-14b · no recent coverage matched | |||||
| Gemini 3 Pro Deep Think
mid |
58.9 | - | 2M | - | |
| - · - · - tok/s · - / bl · gemini-3-pro-deep-think · no recent coverage matched | |||||
| LongCat-Flash-Thinking-2601
mid open weights |
58.6 | - | - | - | |
| - · - · - tok/s · ls · longcat-flash-thinking-2601 · no recent coverage matched | |||||
| Gemini 2.5 Pro Preview 06-05
mid |
58.4 | - | - | - | |
| - · - · - tok/s · ls · gemini-2.5-pro-preview-06-05 · no recent coverage matched | |||||
| Claude 3.5 Sonnet
mid |
58.1 | - | - | - | |
| - · - · - tok/s · ls · claude-3-5-sonnet-20241022 · news ↗ | |||||
| MAI-Code-1-Flash
mid |
58.1 | - | - | - | |
| - · - · - tok/s · ls · mai-code-1-flash · no recent coverage matched | |||||
| Grok-4.1
mid |
57.6 | - | 1M | - | |
| - · - · - tok/s · ls / bl · grok-4.1-2025-11-17 · no recent coverage matched | |||||
| Grok-2
mid |
56.0 | - | - | - | |
| - · - · - tok/s · ls · grok-2 · no recent coverage matched | |||||
| DeepSeek-V3.2-Exp
mid open weights |
55.8 | - | - | - | |
| - · - · - tok/s · ls · deepseek-v3.2-exp · no recent coverage matched | |||||
| Qwen3 235B 2507 (Reasoning)
mid open weights |
55.7 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · qwen3-235b-2507-reasoning · no recent coverage matched | |||||
| Seed 2.1 Pro
mid |
55.7 | - | 256K | - | |
| - · - · - tok/s · ls / bl · seed-2.1-pro · no recent coverage matched | |||||
| Hy3 Preview
mid open weights |
55.3 | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · hy3-preview · no recent coverage matched | |||||
| GPT-5.3-Codex-Spark
mid |
54.6 | - | 256K | - | |
| - · - · - tok/s · - / bl · gpt-5-3-codex-spark · no recent coverage matched | |||||
| Seed 2.1 Turbo
mid |
54.6 | - | 256K | - | |
| - · - · - tok/s · ls / bl · seed-2.1-turbo · no recent coverage matched | |||||
| Llama 3.1 Nemotron Nano 8B V1
mid open weights |
54.1 | - | - | - | |
| - · - · - tok/s · ls · llama-3.1-nemotron-nano-8b-v1 · no recent coverage matched | |||||
| GPT-4.5
mid |
53.8 | - | - | - | |
| - · - · - tok/s · ls · gpt-4.5 · no recent coverage matched | |||||
| Qwen3 235B 2507
mid open weights |
53.7 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · qwen3-235b-2507 · no recent coverage matched | |||||
| Devstral Small 1.1
mid open weights |
53.6 | - | - | - | |
| - · - · - tok/s · ls · devstral-small-2507 · no recent coverage matched | |||||
| Min istral 3 (3B Reasoning 2512)
mid open weights |
53.4 | - | - | - | |
| - · - · - tok/s · ls · ministral-3b-latest · no recent coverage matched | |||||
| Grok 4 Fast
mid |
52.9 | - | - | - | |
| - · - · - tok/s · ls · grok-4-fast · no recent coverage matched | |||||
| DeepSeek LLM 2.0
mid open weights |
52.3 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · deepseek-llm-2-0 · no recent coverage matched | |||||
| Phi 4 Mini Reasoning
mid open weights |
52.0 | - | - | - | |
| - · - · - tok/s · ls · phi-4-mini-reasoning · no recent coverage matched | |||||
| DeepSeek-V3.2-Speciale
mid open weights |
51.9 | - | - | - | |
| - · - · - tok/s · ls · deepseek-v3.2-speciale · no recent coverage matched | |||||
| Apodex 1.1
mid |
51.6 | - | 0 | - | |
| - · - · - tok/s · - / bl · apodex-1-1 · no recent coverage matched | |||||
| Qwen3.5-2B
mid open weights |
51.6 | - | - | - | |
| - · - · - tok/s · ls · qwen3.5-2b · no recent coverage matched | |||||
| Gemini 2.0 Flash-Lite
mid |
51.5 | - | - | - | |
| - · - · - tok/s · ls · gemini-2.0-flash-lite · no recent coverage matched | |||||
| Gemini 1.5 Flash
mid |
51.0 | - | - | - | |
| - · - · - tok/s · ls · gemini-1.5-flash · no recent coverage matched | |||||
| Grok-2 mini
mid |
51.0 | - | - | - | |
| - · - · - tok/s · ls · grok-2-mini · no recent coverage matched | |||||
| Llama 3.1 405B Instruct
mid open weights |
50.7 | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · llama-3.1-405b-instruct · no recent coverage matched | |||||
| Sarvam-30B
mid open weights |
50.3 | - | - | - | |
| - · - · - tok/s · ls · sarvam-30b · no recent coverage matched | |||||
| Qwen3-235B-A22B-Thinking-2507
budget open weights |
49.7 | - | - | - | |
| - · - · - tok/s · ls · qwen3-235b-a22b-thinking-2507 · no recent coverage matched | |||||
| GLM-4.7-Flash
budget open weights |
49.6 | 0 | 200K | - | |
| 0 · 0 · - tok/s · ls / bl · glm-4.7-flash · no recent coverage matched | |||||
| Qwen2.5 32B Instruct
budget open weights |
49.5 | - | - | - | |
| - · - · - tok/s · ls · qwen-2.5-32b-instruct · no recent coverage matched | |||||
| DeepSeek R1 Distill Qwen 7B
budget open weights |
49.1 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-distill-qwen-7b · no recent coverage matched | |||||
| DeepSeek R1 Distill Llama 8B
budget open weights |
49.0 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-distill-llama-8b · no recent coverage matched | |||||
| DeepSeek V3.1 (Reasoning)
budget open weights |
48.8 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · deepseek-v3-1-reasoning · no recent coverage matched | |||||
| Kimi K2-Instruct-0905
budget open weights |
48.5 | - | - | - | |
| - · - · - tok/s · ls · kimi-k2-instruct-0905 · no recent coverage matched | |||||
| DeepSeek Coder 2.0
budget open weights |
48.1 | - | 128K | - | |
| - · - · - tok/s · - / bl · deepseek-coder-2-0 · no recent coverage matched | |||||
| Kimi K2 Base
budget open weights |
48.1 | - | - | - | |
| - · - · - tok/s · ls · kimi-k2-base · no recent coverage matched | |||||
| Seed 1.6
budget |
48.1 | - | 256K | - | |
| - · - · - tok/s · - / bl · seed-1-6 · no recent coverage matched | |||||
| Nemotron 3 Super 100B
budget open weights |
47.9 | 0 | 1M | - | |
| 0 · 0 · - tok/s · - / bl · nemotron-3-super-100b · no recent coverage matched | |||||
| o4-mini (high)
budget |
47.8 | - | 200K | - | |
| - · - · - tok/s · - / bl · o4-mini-high · no recent coverage matched | |||||
| DeepSeekMath V2
budget open weights |
47.7 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · deepseekmath-v2 · no recent coverage matched | |||||
| Qwen2.5-1M
budget open weights |
47.7 | 0 | 1M | - | |
| 0 · 0 · - tok/s · - / bl · qwen2-5-1m · no recent coverage matched | |||||
| Qwen3 235B A22B
budget open weights |
47.5 | - | - | - | |
| - · - · - tok/s · ls · qwen3-235b-a22b · no recent coverage matched | |||||
| Nova Pro
budget |
46.9 | - | 128K | - | |
| - · - · - tok/s · ls / bl · nova-pro · no recent coverage matched | |||||
| Llama 3.2 90B Instruct
budget open weights |
46.7 | - | - | - | |
| - · - · - tok/s · ls · llama-3.2-90b-instruct · no recent coverage matched | |||||
| Mistral Small 3.1 24B Instruct
budget open weights |
46.0 | - | - | - | |
| - · - · - tok/s · ls · mistral-small-3.1-24b-instruct-2503 · no recent coverage matched | |||||
| Qwen2.5 VL 32B Instruct
budget open weights |
46.0 | 0 | 32K | - | |
| 0 · 0 · - tok/s · ls / bl · qwen2.5-vl-32b · no recent coverage matched | |||||
| Qwen2.5 14B Instruct
budget open weights |
45.5 | - | - | - | |
| - · - · - tok/s · ls · qwen-2.5-14b-instruct · no recent coverage matched | |||||
| Sarvam-105B
budget open weights |
45.0 | - | - | - | |
| - · - · - tok/s · ls · sarvam-105b · no recent coverage matched | |||||
| MiniMax M1 80K
budget open weights |
44.8 | - | 80K | - | |
| - · - · - tok/s · ls / bl · minimax-m1-80k · no recent coverage matched | |||||
| MiniMax M1 40K
budget open weights |
44.0 | - | - | - | |
| - · - · - tok/s · ls · minimax-m1-40k · no recent coverage matched | |||||
| Mistral Large 3 (675B Base)
budget open weights |
43.9 | - | - | - | |
| - · - · - tok/s · ls · mistral-large-3-675b-base-2512 · no recent coverage matched | |||||
| Mistral Large 3 (675B Instruct 2512 Eagle)
budget open weights |
43.9 | - | - | - | |
| - · - · - tok/s · ls · mistral-large-3-675B-instruct-2512-eagle · no recent coverage matched | |||||
| Mistral Large 3 (675B Instruct 2512 NVFP4)
budget open weights |
43.9 | - | - | - | |
| - · - · - tok/s · ls · mistral-large-3-675b-instruct-2512-nvfp4 · no recent coverage matched | |||||
| Gemma 4 E2B
budget open weights |
43.4 | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · gemma-4-e2b-it · no recent coverage matched | |||||
| Z-1
budget |
43.1 | - | 128K | - | |
| - · - · - tok/s · - / bl · z-1 · no recent coverage matched | |||||
| Seed 1.6 Flash
budget |
43.0 | - | 256K | - | |
| - · - · - tok/s · - / bl · seed-1-6-flash · no recent coverage matched | |||||
| Mistral 8x7B
budget open weights |
42.9 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · mistral-8x7b · no recent coverage matched | |||||
| Moonshot v1
budget |
42.7 | - | 128K | - | |
| - · - · - tok/s · - / bl · moonshot-v1 · no recent coverage matched | |||||
| DiffusionGemma 26B-A4B
budget open weights |
42.6 | - | - | - | |
| - · - · - tok/s · ls · diffusiongemma-26b-a4b-it · no recent coverage matched | |||||
| Qwen2 72B Instruct
budget open weights |
42.4 | - | - | - | |
| - · - · - tok/s · ls · qwen2-72b-instruct · no recent coverage matched | |||||
| Nemotron Ultra 253B
budget open weights |
42.3 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · nemotron-ultra-253b · no recent coverage matched | |||||
| Gemma 4 12B
budget open weights |
42.0 | - | - | - | |
| - · - · - tok/s · ls · gemma-4-12b-it · news ↗ | |||||
| Nova Lite
budget |
42.0 | - | - | - | |
| - · - · - tok/s · ls · nova-lite · no recent coverage matched | |||||
| Claude 3.5 Haiku
budget |
41.1 | - | - | - | |
| - · - · - tok/s · ls · claude-3-5-haiku-20241022 · no recent coverage matched | |||||
| Nemotron 3 Nano Omni 30B A3B
budget open weights |
40.6 | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · nemotron-3-nano-omni-30b-a3b · no recent coverage matched | |||||
| Claude 3 Sonnet
budget |
40.4 | - | - | - | |
| - · - · - tok/s · ls · claude-3-sonnet-20240229 · no recent coverage matched | |||||
| Ling 2.6 Flash
budget open weights |
40.3 | - | 262K | - | |
| - · - · - tok/s · - / bl · ling-2-6-flash · no recent coverage matched | |||||
| Nova Micro
budget |
40.0 | - | - | - | |
| - · - · - tok/s · ls · nova-micro · no recent coverage matched | |||||
| Kimi K2 Instruct
budget open weights |
39.9 | - | - | - | |
| - · - · - tok/s · ls · kimi-k2-instruct · no recent coverage matched | |||||
| Magistral Medium
budget open weights |
39.9 | - | - | - | |
| - · - · - tok/s · ls · magistral-medium · no recent coverage matched | |||||
| Sarvam 105B
budget open weights |
39.8 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · sarvam-105b · no recent coverage matched | |||||
| LFM2.5-2.6B
budget open weights |
39.6 | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · lfm-2.5-2.6b · no recent coverage matched | |||||
| LFM2.5-8B-A1B
budget open weights |
39.0 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-8b-a1b · no recent coverage matched | |||||
| Sarvam 30B
budget open weights |
38.6 | 0 | 64K | - | |
| 0 · 0 · - tok/s · - / bl · sarvam-30b · no recent coverage matched | |||||
| Gemini 1.5 Flash 8B
budget |
38.4 | - | - | - | |
| - · - · - tok/s · ls · gemini-1.5-flash-8b · no recent coverage matched | |||||
| Qwen3-Omni-30B-A3B-Instruct
budget open weights |
38.3 | - | 0 | - | |
| - · - · - tok/s · - / bl · qwen3-omni-30b-a3b-instruct · no recent coverage matched | |||||
| Granite-4.0-H-1B
budget open weights |
37.9 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · granite-4-0-h-1b · no recent coverage matched | |||||
| Granite-4.0-1B
budget open weights |
37.8 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · granite-4-0-1b · no recent coverage matched | |||||
| Llama 4 Behemoth
budget open weights |
37.8 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · llama-4-behemoth · no recent coverage matched | |||||
| Granite-4.0-350M
budget open weights |
37.7 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · granite-4-0-350m · no recent coverage matched | |||||
| Granite-4.0-H-350M
budget open weights |
37.7 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · granite-4-0-h-350m · no recent coverage matched | |||||
| Mistral Small 3.1 24B Base
budget open weights |
37.5 | - | - | - | |
| - · - · - tok/s · ls · mistral-small-3.1-24b-base-2503 · no recent coverage matched | |||||
| Mistral 8x7B v0.2
budget open weights |
37.2 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · mistral-8x7b-v0-2 · no recent coverage matched | |||||
| Ornith-1.5-35B-A3B
budget open weights |
37.1 | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-5-35b-a3b · no recent coverage matched | |||||
| Jamba 1.5 Large
budget open weights |
36.9 | - | - | - | |
| - · - · - tok/s · ls · jamba-1.5-large · no recent coverage matched | |||||
| Phi-3.5-MoE-instruct
budget open weights |
36.8 | - | - | - | |
| - · - · - tok/s · ls · phi-3.5-moe-instruct · no recent coverage matched | |||||
| Mistral Large 2
budget |
36.4 | - | 128K | - | |
| - · - · - tok/s · - / bl · mistral-large-2 · no recent coverage matched | |||||
| Qwen2.5 7B Instruct
budget open weights |
36.4 | - | - | - | |
| - · - · - tok/s · ls · qwen-2.5-7b-instruct · no recent coverage matched | |||||
| Grok-1.5
budget |
35.9 | - | - | - | |
| - · - · - tok/s · ls · grok-1.5 · no recent coverage matched | |||||
| GPT-4
budget |
35.7 | - | - | - | |
| - · - · - tok/s · ls · gpt-4-0613 · news ↗ | |||||
| Mistral Small 3 24B Base
budget open weights |
34.4 | - | - | - | |
| - · - · - tok/s · ls · mistral-small-24b-base-2501 · no recent coverage matched | |||||
| DeepSeek R1 Distill Qwen 1.5B
budget open weights |
33.8 | - | - | - | |
| - · - · - tok/s · ls · deepseek-r1-distill-qwen-1.5b · no recent coverage matched | |||||
| Qwen2.5-Coder 32B Instruct
budget open weights |
33.4 | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · qwen-2.5-coder-32b-instruct · no recent coverage matched | |||||
| Llama 3.2 11B Instruct
budget open weights |
32.8 | - | - | - | |
| - · - · - tok/s · ls · llama-3.2-11b-instruct · no recent coverage matched | |||||
| Llama 3.2 3B Instruct
budget open weights |
32.8 | - | - | - | |
| - · - · - tok/s · ls · llama-3.2-3b-instruct · no recent coverage matched | |||||
| Jamba 1.5 Mini
budget open weights |
32.3 | - | - | - | |
| - · - · - tok/s · ls · jamba-1.5-mini · no recent coverage matched | |||||
| Gemini Diffusion
budget |
31.7 | - | - | - | |
| - · - · - tok/s · ls · gemini-diffusion · no recent coverage matched | |||||
| Claude 4.1 Opus Thinking
budget |
31.6 | - | 200K | - | |
| - · - · - tok/s · - / bl · claude-4-1-opus-thinking · no recent coverage matched | |||||
| Qwen2.5-Omni-7B
budget open weights |
30.8 | - | 0 | - | |
| - · - · - tok/s · ls / bl · qwen2.5-omni-7b · no recent coverage matched | |||||
| Llama 3 70B
budget open weights |
30.6 | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · llama-3-70b · no recent coverage matched | |||||
| Phi-3.5-mini-instruct
budget open weights |
30.4 | - | - | - | |
| - · - · - tok/s · ls · phi-3.5-mini-instruct · no recent coverage matched | |||||
| Gemini 1.0 Pro
budget |
27.9 | - | 32K | - | |
| - · - · - tok/s · ls / bl · gemini-1.0-pro · no recent coverage matched | |||||
| Mixtral 8x22B Instruct v0.1
budget open weights |
26.7 | 0 | 64K | - | |
| 0 · 0 · - tok/s · - / bl · mixtral-8x22b-instruct-v0-1 · no recent coverage matched | |||||
| Qwen2 7B Instruct
budget open weights |
25.3 | - | - | - | |
| - · - · - tok/s · ls · qwen2-7b-instruct · no recent coverage matched | |||||
| Phi 4 Mini
budget open weights |
25.2 | - | - | - | |
| - · - · - tok/s · ls · phi-4-mini · no recent coverage matched | |||||
| Gemma 3n E2B Instructed
budget |
24.8 | - | - | - | |
| - · - · - tok/s · ls · gemma-3n-e2b-it · no recent coverage matched | |||||
| Gemma 3n E2B Instructed LiteRT (Preview)
budget open weights |
24.8 | - | - | - | |
| - · - · - tok/s · ls · gemma-3n-e2b-it-litert-preview · no recent coverage matched | |||||
| Gemma 3n E4B Instructed
budget |
23.7 | - | - | - | |
| - · - · - tok/s · ls · gemma-3n-e4b-it · no recent coverage matched | |||||
| Gemma 3n E4B Instructed LiteRT Preview
budget open weights |
23.7 | - | - | - | |
| - · - · - tok/s · ls · gemma-3n-e4b-it-litert-preview · no recent coverage matched | |||||
| Gemma 3 1B
budget open weights |
19.2 | - | - | - | |
| - · - · - tok/s · ls · gemma-3-1b-it · no recent coverage matched | |||||
| LFM2-24B-A2B
budget |
18.6 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-24b-a2b · no recent coverage matched | |||||
| DeepSeek-V2.5
budget open weights |
16.8 | - | - | - | |
| - · - · - tok/s · ls · deepseek-v2.5 · no recent coverage matched | |||||
| LFM2.5-1.2B-Thinking
budget |
16.7 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-1-2b-thinking · no recent coverage matched | |||||
| LFM2.5-1.2B-Instruct
budget |
16.1 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-1-2b-instruct · no recent coverage matched | |||||
| Nemotron-4 15B
budget open weights |
15.9 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · nemotron-4-15b · no recent coverage matched | |||||
| Qwen3 VL 235B A22B Thinking
budget open weights |
13.6 | - | - | - | |
| - · - · - tok/s · ls · qwen3-vl-235b-a22b-thinking · no recent coverage matched | |||||
| Qwen3.5-0.8B
budget open weights |
11.9 | - | - | - | |
| - · - · - tok/s · ls · qwen3.5-0.8b · no recent coverage matched | |||||
| Mistral 7B v0.3
budget open weights |
8.7 | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · mistral-7b-v0-3 · no recent coverage matched | |||||
| Laguna M.1
budget |
3.9 | - | 256K | - | |
| - · - · - tok/s · - / bl · laguna-m-1 · no recent coverage matched | |||||
| Laguna XS.2
budget open weights |
1.5 | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · laguna-xs-2 · no recent coverage matched | |||||
| 1-bit Bonsai 1.7B
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · 1-bit-bonsai-1-7b · no recent coverage matched | |||||
| 1-bit Bonsai 27B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · 1-bit-bonsai-27b · no recent coverage matched | |||||
| 1-bit Bonsai 4B
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · 1-bit-bonsai-4b · no recent coverage matched | |||||
| 1-bit Bonsai 8B
open weights |
- | 0 | 64K | - | |
| 0 · 0 · - tok/s · - / bl · 1-bit-bonsai-8b · no recent coverage matched | |||||
| A.X K2
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · a-x-k2 · no recent coverage matched | |||||
| Agents-A1-4B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · agents-a1-4b · no recent coverage matched | |||||
| Apodex 1.1 Mini
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · apodex-1-1-mini · no recent coverage matched | |||||
| BTL-3
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · btl-3 · no recent coverage matched | |||||
| BTL-4
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · btl-4 · no recent coverage matched | |||||
| BTL-4 Compact
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · btl-4-compact · no recent coverage matched | |||||
| Celeris-1 | - | $0.325 | 128K | - | |
| 0.2 · 0.7 · - tok/s · - / bl · celeris-1 · no recent coverage matched | |||||
| Claude Mythos 5 | - | $20.00 | 1M | - | |
| 10.00 · 50.00 · - tok/s · - / bl · claude-mythos-5 · news ↗ | |||||
| Composer 2 | - | $1.00 | 200K | - | |
| 0.5 · 2.50 · - tok/s · - / bl · composer-2 · no recent coverage matched | |||||
| Composer 2.5 | - | $1.00 | 200K | - | |
| 0.5 · 2.50 · - tok/s · - / bl · composer-2-5 · no recent coverage matched | |||||
| Cosmos3-Edge
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · cosmos3-edge · no recent coverage matched | |||||
| DBRX Instruct
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · dbrx-instruct · no recent coverage matched | |||||
| DeepSeek-V3.2 (Non-thinking)
open weights |
- | $0.315 | 131K | - | |
| 0.28 · 0.42 · - tok/s · ls · deepseek-chat · no recent coverage matched | |||||
| DeepSeek-V4-Flash-0731
open weights |
- | $0.09 | 1.0M | - | |
| 0.06 · 0.18 · - tok/s · ls / bl · deepseek-v4-flash-0731 · news ↗ | |||||
| DeepSeek-V4-Flash-Vision-Exp | - | $0.66 | 1.0M | - | |
| 0.44 · 1.32 · - tok/s · ls · deepseek-v4-flash-vision-exp · no recent coverage matched | |||||
| Fara1.5-27B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · fara1-5-27b · no recent coverage matched | |||||
| Fara1.5-4B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · fara1-5-4b · no recent coverage matched | |||||
| Fugu Cyber | - | $13.50 | 1M | - | |
| 6.00 · 36.00 · - tok/s · - / bl · fugu-cyber · no recent coverage matched | |||||
| GPT Audio 1.5 | - | $4.38 | 128K | - | |
| 2.50 · 10.00 · - tok/s · - / bl · gpt-audio-1-5 · no recent coverage matched | |||||
| GPT Realtime | - | $7.00 | 32K | - | |
| 4.00 · 16.00 · - tok/s · - / bl · gpt-realtime · news ↗ | |||||
| GPT Realtime 1.5 | - | $7.00 | 32K | - | |
| 4.00 · 16.00 · - tok/s · - / bl · gpt-realtime-1-5 · no recent coverage matched | |||||
| GPT Realtime 2 | - | $9.00 | 128K | - | |
| 4.00 · 24.00 · - tok/s · - / bl · gpt-realtime-2 · no recent coverage matched | |||||
| GPT Realtime 2.1 | - | $9.00 | 128K | - | |
| 4.00 · 24.00 · - tok/s · - / bl · gpt-realtime-2-1 · no recent coverage matched | |||||
| GPT Realtime 2.1 Mini | - | $1.05 | 128K | - | |
| 0.6 · 2.40 · - tok/s · - / bl · gpt-realtime-2-1-mini · no recent coverage matched | |||||
| GPT Realtime mini | - | $1.05 | 32K | - | |
| 0.6 · 2.40 · - tok/s · - / bl · gpt-realtime-mini · no recent coverage matched | |||||
| GPT-4o Audio | - | $4.38 | 128K | - | |
| 2.50 · 10.00 · - tok/s · - / bl · gpt-4o-audio · no recent coverage matched | |||||
| GPT-4o mini Audio | - | $0.263 | 128K | - | |
| 0.15 · 0.6 · - tok/s · - / bl · gpt-4o-mini-audio · no recent coverage matched | |||||
| GPT-4o mini TTS | - | $3.45 | 2K | - | |
| 0.6 · 12.00 · - tok/s · - / bl · gpt-4o-mini-tts · no recent coverage matched | |||||
| GPT-5.1 Medium | - | $3.44 | 400K | - | |
| 1.25 · 10.00 · 61 tok/s · ls · gpt-5.1-medium-2025-11-12 · no recent coverage matched | |||||
| GPT-5.3 Chat | - | $4.81 | 128K | - | |
| 1.75 · 14.00 · - tok/s · ls · gpt-5.3-chat-latest · no recent coverage matched | |||||
| GPT-5.6 Cyber | - | $28.13 | 400K | - | |
| 12.50 · 75.00 · - tok/s · ls / bl · gpt-5.6-cyber · news ↗ | |||||
| Grok Build 0.1 | - | $1.25 | 256K | - | |
| 1.00 · 2.00 · - tok/s · - / bl · grok-build-0-1 · no recent coverage matched | |||||
| Grok-4 Fast Reasoning | - | $0.275 | 2M | - | |
| 0.2 · 0.5 · 75 tok/s · ls · grok-4-fast-reasoning · no recent coverage matched | |||||
| Grok-4.1 Fast Non-Reasoning | - | $0.275 | 2M | - | |
| 0.2 · 0.5 · 105 tok/s · ls · grok-4-1-fast-non-reasoning · no recent coverage matched | |||||
| Grok-4.1 Fast Reasoning | - | $0.275 | 2M | - | |
| 0.2 · 0.5 · - tok/s · ls · grok-4-1-fast-reasoning · no recent coverage matched | |||||
| Hermes 3 405B
open weights |
- | $1.00 | 131K | - | |
| 1.00 · 1.00 · - tok/s · ls · hermes-3-405b · no recent coverage matched | |||||
| Holo3-122B-A10B | - | $1.05 | 64K | - | |
| 0.4 · 3.00 · - tok/s · - / bl · holo3-122b-a10b · no recent coverage matched | |||||
| Holo3.1-0.8B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-0-8b · no recent coverage matched | |||||
| Holo3.1-35B-A3B
open weights |
- | $0.637 | 64K | - | |
| 0.25 · 1.80 · - tok/s · - / bl · holo3-1-35b-a3b · no recent coverage matched | |||||
| Holo3.1-35B-A3B-FP8
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-35b-a3b-fp8 · no recent coverage matched | |||||
| Holo3.1-35B-A3B-GGUF
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-35b-a3b-gguf · no recent coverage matched | |||||
| Holo3.1-35B-A3B-NVFP4
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-35b-a3b-nvfp4 · no recent coverage matched | |||||
| Holo3.1-4B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-4b · no recent coverage matched | |||||
| Holo3.1-9B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · holo3-1-9b · no recent coverage matched | |||||
| Hy-MT2-1.8B
open weights |
- | 0 | 8K | - | |
| 0 · 0 · - tok/s · - / bl · hy-mt2-1-8b · no recent coverage matched | |||||
| Hy-MT2-30B-A3B
open weights |
- | 0 | 8K | - | |
| 0 · 0 · - tok/s · - / bl · hy-mt2-30b-a3b · no recent coverage matched | |||||
| Interfaze Beta | - | $2.00 | 1M | - | |
| 1.50 · 3.50 · - tok/s · - / bl · interfaze-beta · no recent coverage matched | |||||
| K-EXAONE 2.0
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · k-exaone-2-0 · no recent coverage matched | |||||
| Kanana-2 1.3B Instruct
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · kanana-2-1-3b-instruct · no recent coverage matched | |||||
| Kanana-2 3B Instruct
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · kanana-2-3b-instruct · no recent coverage matched | |||||
| L3 8B Lunaris v1 | - | $0.043 | 8K | - | |
| 0.04 · 0.05 · - tok/s · ls · l3-8b-lunaris-v1 · no recent coverage matched | |||||
| L3.1 70B Euryale v2.2 | - | $0.85 | 131K | - | |
| 0.85 · 0.85 · - tok/s · ls · l3.1-70b-euryale-v2.2 · no recent coverage matched | |||||
| Laguna S 2.1
open weights |
- | $0.125 | 1.0M | - | |
| 0.1 · 0.2 · - tok/s · ls / bl · laguna-s-2.1 · no recent coverage matched | |||||
| Leanstral
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · leanstral · no recent coverage matched | |||||
| Leanstral 1.5
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · leanstral-1-5 · news ↗ | |||||
| LFM2.5-230M
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-230m · no recent coverage matched | |||||
| LFM2.5-350M
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-350m · no recent coverage matched | |||||
| LFM2.5-ColBERT-350M
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-colbert-350m · no recent coverage matched | |||||
| LFM2.5-Embedding-350M
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-embedding-350m · no recent coverage matched | |||||
| LFM2.5-VL-3B
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · ls / bl · lfm-2.5-vl-3b · no recent coverage matched | |||||
| LFM2.5-VL-450M
open weights |
- | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · lfm2-5-vl-450m · no recent coverage matched | |||||
| Ling 3.0 Flash Fin | - | $0.09 | 262K | - | |
| 0.06 · 0.18 · - tok/s · ls / bl · ling-3.0-flash-fin · no recent coverage matched | |||||
| Ling 3.0 Flash VL
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ling-3-0-flash-vl · no recent coverage matched | |||||
| Ling 3.0 Tiny
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ling-3-0-tiny · no recent coverage matched | |||||
| LLaDA2.2-flash
open weights |
- | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · llada2-2-flash · no recent coverage matched | |||||
| LLaDA2.2-mini
open weights |
- | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · llada2-2-mini · no recent coverage matched | |||||
| Llama Guard 4 12B
open weights |
- | $0.18 | 164K | - | |
| 0.18 · 0.18 · - tok/s · ls · llama-guard-4-12b · no recent coverage matched | |||||
| LongCat-2.0
open weights |
- | 0 | 1M | - | |
| 0 · 0 · - tok/s · - / bl · longcat-2-0 · no recent coverage matched | |||||
| Macaw
open weights |
- | 0 | 128K | - | |
| 0 · 0 · - tok/s · - / bl · macaw · no recent coverage matched | |||||
| Mercury 2.5 | - | $0.068 | 260K | - | |
| 0.04 · 0.15 · - tok/s · - / bl · mercury-2-5 · no recent coverage matched | |||||
| Mercury Edit 2 | - | $0.375 | 128K | - | |
| 0.25 · 0.75 · - tok/s · - / bl · mercury-edit-2 · no recent coverage matched | |||||
| MiniCPM5-2B
open weights |
- | 0 | 131K | - | |
| 0 · 0 · - tok/s · - / bl · minicpm5-2b · no recent coverage matched | |||||
| Mistral NeMo Instruct
open weights |
- | $0.022 | 131K | - | |
| 0.019 · 0.03 · - tok/s · ls · mistral-nemo-instruct-2407 · no recent coverage matched | |||||
| Mistral Small 4 (Reasoning)
open weights |
- | $0.263 | 256K | - | |
| 0.15 · 0.6 · - tok/s · - / bl · mistral-small-4-reasoning · no recent coverage matched | |||||
| Muse Spark 1.3 | - | $0.125 | 1.0M | - | |
| 0.1 · 0.2 · 65 tok/s · ls / bl · muse-spark-1.3 · news ↗ | |||||
| MythoMax L2 13B | - | $0.4 | 4K | - | |
| 0.4 · 0.4 · - tok/s · ls · mythomax-l2-13b · no recent coverage matched | |||||
| Nemotron Content Safety 3.5
open weights |
- | $0.2 | 131K | - | |
| 0.2 · 0.2 · - tok/s · ls · nemotron-content-safety-3.5 · no recent coverage matched | |||||
| North Micro Vision Instruct
open weights |
- | 0 | 128K | - | |
| 0 · 0 · - tok/s · ls / bl · north-micro-vision-instruct · no recent coverage matched | |||||
| Nova 2 Sonic | - | $0.935 | 1M | - | |
| 0.33 · 2.75 · - tok/s · ls · nova-2-sonic · no recent coverage matched | |||||
| Ornith-1.0-35B
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-0-35b · no recent coverage matched | |||||
| Ornith-1.0-397B
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-0-397b · no recent coverage matched | |||||
| Ornith-1.0-9B
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-0-9b · no recent coverage matched | |||||
| Ornith-1.5-9B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ornith-1-5-9b · no recent coverage matched | |||||
| Pokee-Isaac 28B | - | $0.362 | 10M | - | |
| 0.15 · 1.00 · - tok/s · - / bl · pokee-isaac-28b · no recent coverage matched | |||||
| Quasar 438B | - | $0.9 | 1M | - | |
| 0.6 · 1.80 · - tok/s · - / bl · quasar-438b · no recent coverage matched | |||||
| Qwen-AgentWorld-35B-A3B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · qwen-agentworld-35b-a3b · no recent coverage matched | |||||
| Qwen3 14B
open weights |
- | $0.15 | 41K | - | |
| 0.12 · 0.24 · - tok/s · ls · qwen3-14b · no recent coverage matched | |||||
| Qwen3 32B
open weights |
- | $0.13 | 128K | - | |
| 0.08 · 0.28 · - tok/s · ls · qwen3-32b · no recent coverage matched | |||||
| Qwen3 VL 235B A22B Instruct
open weights |
- | $0.37 | 262K | - | |
| 0.2 · 0.88 · - tok/s · ls · qwen3-vl-235b-a22b-instruct · no recent coverage matched | |||||
| Sakana Fugu-Ultra v1.1 | - | $11.25 | 1M | - | |
| 5.00 · 30.00 · - tok/s · - / bl · sakana-fugu-ultra-v1-1 · no recent coverage matched | |||||
| Sakana Namazu | - | $1.71 | 256K | - | |
| 0.95 · 4.00 · - tok/s · ls / bl · sakana-namazu · no recent coverage matched | |||||
| Seed 2.0 Code | - | $1.13 | 256K | - | |
| 0.5 · 3.00 · - tok/s · ls · seed-2.0-code · no recent coverage matched | |||||
| Solar Open 2
open weights |
- | 0 | 1M | - | |
| 0 · 0 · - tok/s · - / bl · solar-open-2 · no recent coverage matched | |||||
| Solar Pro 3 | - | $0.263 | 128K | - | |
| 0.15 · 0.6 · - tok/s · - / bl · solar-pro-3 · no recent coverage matched | |||||
| Soofi S 30B-A3B
open weights |
- | 0 | 1M | - | |
| 0 · 0 · - tok/s · - / bl · soofi-s-30b-a3b · no recent coverage matched | |||||
| Ternary Bonsai 1.7B
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · ternary-bonsai-1-7b · no recent coverage matched | |||||
| Ternary Bonsai 27B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ternary-bonsai-27b · no recent coverage matched | |||||
| Ternary Bonsai 4B
open weights |
- | 0 | 32K | - | |
| 0 · 0 · - tok/s · - / bl · ternary-bonsai-4b · no recent coverage matched | |||||
| Ternary Bonsai 8B
open weights |
- | 0 | 64K | - | |
| 0 · 0 · - tok/s · - / bl · ternary-bonsai-8b · no recent coverage matched | |||||
| Toast 1 | - | $0.405 | 131K | - | |
| 0.3 · 0.72 · - tok/s · - / bl · toast-1 · no recent coverage matched | |||||
| UI-Mate-27B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ui-mate-27b · no recent coverage matched | |||||
| UI-Mate-9B
open weights |
- | 0 | 262K | - | |
| 0 · 0 · - tok/s · - / bl · ui-mate-9b · no recent coverage matched | |||||
| ZAYA1-74B-Preview
open weights |
- | 0 | 256K | - | |
| 0 · 0 · - tok/s · - / bl · zaya1-74b-preview · no recent coverage matched | |||||
| ZAYA1-8B
open weights |
- | 0 | 131K | - | |
| 0 · 0 · - tok/s · - / bl · zaya1-8b · no recent coverage matched | |||||
| ZAYA1-VL-8B
open weights |
- | 0 | 131K | - | |
| 0 · 0 · - tok/s · - / bl · zaya1-vl-8b · no recent coverage matched | |||||
| no models match the filters | |||||
about the data
- Where the numbers come from. Two public sources: benchlm.ai/llm-pricing (prices from September 11, 2026) and llm-stats.com, fetched 2026-09-15. Capability is the average of a model's available benchmark scores: GPQA, SWE-bench, HLE, each rescaled to 0-100. If a model has none, its benchlm score is used. Row tags: ls = llm-stats, bl = benchlm.
- How we compute price. Blended $/1M = (3 x input + output) / 4. That is a 3:1 input-to-output token mix, typical for agent workloads. Hover any price for the raw input and output.
- What the value score means. Capability divided by blended price: capability points per dollar. Higher means cheaper capability. It is not a quality ranking. Tiers by capability: frontier 75+, mid 50-74, budget under 50.
- How the pareto frontier and quadrants are picked. A model is on the frontier when no other model is both at least as capable and at most as cheap. The quadrant split lines sit at the median blended price and median capability of the 50 plotted models; the frontier and quadrant presets use exactly the same lines. 8 models are on the frontier.
- When it updates. Refreshed by a build from both sources, latest on 2026-09-15. Prices change without notice: verify with the provider before spending. Coverage: 492 rows shipped, 160 joined across both sources, 160 dropped for missing data. The same data ships as json at /api/llm/models.json.
News links are best effort: a row links to rotative coverage only when a headline clearly names that model.