LLM Comparisons

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Revision as of 23:56, 12 January 2025 by Alpha5 (talk | contribs)

Compare different large language models (LLMs): Concise comparison, detailed comparison, terminology definitions.

Concised Comparison

Model Creator Context Window Quality Index Normalized avg Blended USD/1M Tokens Median Tokens/s Median First Chunk (s) Further Analysis
o1-preview OpenAI logo 128k 86 – $27.56 – 144.5 21.12 Model Providers
o1-mini OpenAI logo 128k 84 – $5.25 – 213.2 11.64 Model Providers
GPT-4o (Aug '24) OpenAI logo 128k 78 – $4.38 – 85.6 0.65 Model Providers
GPT-4o (May '24) OpenAI logo 128k 78 – $7.50 – 106.6 0.65 Model Providers
GPT-4o mini OpenAI logo 128k 73 – $0.26 – 121.8 0.65 Model Providers
GPT-4o (Nov '24) OpenAI logo 128k 73 – $4.38 – 115.7 0.38 Model Providers
GPT-4o mini Realtime (Dec '24) OpenAI logo 128k – – $0.00 – – – Model Providers
GPT-4o Realtime (Dec '24) OpenAI logo 128k – – $0.00 – – – Model Providers
Llama 3.3 70B Meta logo 128k 74 – $0.69 – 71.3 0.50 Model Providers
Llama 3.1 405B Meta logo 128k 74 – $3.50 – 30.2 0.72 Model Providers
Llama 3.1 70B Meta logo 128k 68 – $0.72 – 72.7 0.44 Model Providers
Llama 3.2 90B (Vision) Meta logo 128k 68 – $0.81 – 48.5 0.34 Model Providers
Llama 3.2 11B (Vision) Meta logo 128k 54 – $0.18 – 131.0 0.29 Model Providers
Llama 3.1 8B Meta logo 128k 54 – $0.10 – 184.7 0.34 Model Providers
Llama 3.2 3B Meta logo 128k 49 – $0.06 – 202.1 0.38 Model Providers
Llama 3.2 1B Meta logo 128k 26 – $0.04 – 468.9 0.38 Model Providers
Gemini 2.0 Flash (exp) Google logo 1m 82 – $0.00 – 169.0 0.48 Model Providers
Gemini 1.5 Pro (Sep) Google logo 2m 80 – $2.19 – 60.9 0.74 Model Providers
Gemini 1.5 Flash (Sep) Google logo 1m 72 – $0.13 – 188.6 0.25 Model Providers
Gemma 2 27B Google logo 8k 61 – $0.26 – 58.9 0.51 Model Providers
Gemma 2 9B Google logo 8k 55 – $0.12 – 168.9 0.37 Model Providers
Gemini 1.5 Flash (May) Google logo 1m – – $0.13 – 310.4 0.29 Model Providers
Gemini Experimental (Nov) Google logo 2m – – $0.00 – 53.9 1.11 Model Providers
Gemini 1.5 Pro (May) Google logo 2m – – $2.19 – 66.9 0.50 Model Providers
Gemini 1.5 Flash-8B Google logo 1m – – $0.07 – 278.8 0.39 Model Providers
Claude 3.5 Sonnet (Oct) Anthropic logo 200k 80 – $6.00 – 71.9 0.98 Model Providers
Claude 3.5 Sonnet (June) Anthropic logo 200k 76 – $6.00 – 61.4 0.87 Model Providers
Claude 3 Opus Anthropic logo 200k 70 – $30.00 – 25.9 2.00 Model Providers
Claude 3.5 Haiku Anthropic logo 200k 68 – $1.60 – 65.1 0.71 Model Providers
Claude 3 Haiku Anthropic logo 200k 55 – $0.50 – 122.7 0.72 Model Providers
Pixtral Large Mistral logo 128k 74 – $3.00 – 36.7 0.39 Model Providers
Mistral Large 2 (Jul '24) Mistral logo 128k 74 – $3.00 – 31.2 0.50 Model Providers
Mistral Large 2 (Nov '24) Mistral logo 128k 74 – $3.00 – 37.4 0.52 Model Providers
Mistral Small (Sep '24) Mistral logo 33k 61 – $0.30 – 61.5 0.32 Model Providers
Mixtral 8x22B Mistral logo 65k 61 – $1.20 – 85.5 0.57 Model Providers
Pixtral 12B Mistral logo 128k 56 – $0.13 – 70.5 0.37 Model Providers
Ministral 8B Mistral logo 128k 56 – $0.10 – 135.8 0.29 Model Providers
Mistral NeMo Mistral logo 128k 54 – $0.09 – 123.7 0.48 Model Providers
Ministral 3B Mistral logo 128k 53 – $0.04 – 168.1 0.29 Model Providers
Mixtral 8x7B Mistral logo 33k 41 – $0.50 – 110.1 0.36 Model Providers
Codestral-Mamba Mistral logo 256k 33 – $0.25 – 95.8 0.44 Model Providers
Command-R+ Cohere logo 128k 55 – $5.19 – 50.7 0.47 Model Providers
Command-R+ (Apr '24) Cohere logo 128k 45 – $6.00 – 49.3 0.51 Model Providers
Command-R (Mar '24) Cohere logo 128k 36 – $0.75 – 108.3 0.36 Model Providers
Aya Expanse 8B Cohere logo 8k – – $0.75 – 165.6 0.16 Model Providers
Command-R Cohere logo 128k – – $0.51 – 111.7 0.32 Model Providers
Aya Expanse 32B Cohere logo 128k – – $0.75 – 120.3 0.18 Model Providers
Sonar 3.1 Small Perplexity logo 127k – – $0.20 – 203.8 0.35 Model Providers
Sonar 3.1 Large Perplexity logo 127k – – $1.00 – 57.8 0.31 Model Providers
Grok Beta xAI logo 128k 72 – $7.50 – 66.5 0.42 Model Providers
Nova Pro Amazon logo 300k 75 – $1.40 – 91.1 0.38 Model Providers
Nova Lite Amazon logo 300k 70 – $0.10 – 147.7 0.34 Model Providers
Nova Micro Amazon logo 130k 66 – $0.06 – 195.3 0.33 Model Providers
Phi-4 Microsoft Azure logo 16k 77 – $0.09 – 85.1 0.21 Model Providers
Phi-3 Mini Microsoft Azure logo 4k – – $0.00 – – – Model Providers
Phi-3 Medium 14B Microsoft Azure logo 128k – – $0.30 – 50.7 0.43 Model Providers
Solar Mini Upstage logo 4k 47 – $0.15 – 89.3 1.12 Model Providers
DBRX Databricks logo 33k 46 – $1.16 – 74.2 0.43 Model Providers
Llama 3.1 Nemotron 70B NVIDIA logo 128k 72 – $0.27 – 48.3 0.57 Model Providers
Reka Flash Reka AI logo 128k 59 – $0.35 – – – Model Providers
Reka Core Reka AI logo 128k 58 – $2.00 – – – Model Providers
Reka Flash (Feb '24) Reka AI logo 128k 46 – $0.35 – – – Model Providers
Reka Edge Reka AI logo 128k 31 – $0.10 – – – Model Providers
Jamba 1.5 Large AI21 Labs logo 256k 64 – $3.50 – 50.8 0.71 Model Providers
Jamba 1.5 Mini AI21 Labs logo 256k – – $0.25 – 83.5 0.48 Model Providers
DeepSeek V3 DeepSeek logo 128k 80 – $0.90 – 21.1 0.95 Model Providers
DeepSeek-V2.5 (Dec '24) DeepSeek logo 128k 72 – $0.17 – 63.8 1.15 Model Providers
DeepSeek-Coder-V2 DeepSeek logo 128k 71 – $0.17 – 63.8 1.12 Model Providers
DeepSeek-V2.5 DeepSeek logo 128k – – $1.09 – 7.6 0.77 Model Providers
DeepSeek-V2 DeepSeek logo 128k – – $0.17 – – – Model Providers
Arctic Snowflake logo 4k 51 – $0.00 – – – Model Providers
Qwen2.5 72B Alibaba logo 131k 77 – $0.40 – 67.6 0.53 Model Providers
Qwen2.5 Coder 32B Alibaba logo 131k 72 – $0.80 – 84.1 0.38 Model Providers
Qwen2 72B Alibaba logo 131k 72 – $0.63 – 45.7 0.30 Model Providers
QwQ 32B-Preview Alibaba logo 33k 46 – $0.26 – 66.9 0.40 Model Providers
Yi-Large 01.AI logo 32k 61 – $3.00 – 67.5 0.47 Model Providers
GPT-4 Turbo OpenAI logo 128k 75 – $15.00 – 43.8 1.19 Model Providers
GPT-4 OpenAI logo 8k – – $37.50 – 30.5 0.73 Model Providers
Llama 3 70B Meta logo 8k 48 – $0.89 – 48.9 0.38 Model Providers
Llama 3 8B Meta logo 8k 45 – $0.15 – 118.9 0.34 Model Providers
Llama 2 Chat 70B Meta logo 4k – – $1.85 – – – Model Providers
Llama 2 Chat 13B Meta logo 4k – – $0.00 – – – Model Providers
Llama 2 Chat 7B Meta logo 4k – – $0.33 – 123.8 0.37 Model Providers
Gemini 1.0 Pro Google logo 33k – – $0.75 – 103.0 1.28 Model Providers
Claude 3 Sonnet Anthropic logo 200k 57 – $6.00 – 67.9 0.74 Model Providers
Claude 2.1 Anthropic logo 200k – – $12.00 – 20.3 1.41 Model Providers
Claude 2.0 Anthropic logo 100k – – $12.00 – 29.9 0.81 Model Providers
Mistral Small (Feb '24) Mistral logo 33k 59 – $1.50 – 53.7 0.38 Model Providers
Mistral Large (Feb '24) Mistral logo 33k 56 – $6.00 – 38.9 0.43 Model Providers
Mistral 7B Mistral logo 8k 28 – $0.16 – 113.1 0.26 Model Providers
Mistral Medium Mistral logo 33k – – $4.09 – 44.5 0.38 Model Providers
Codestral Mistral logo 33k – – $0.30 – 84.9 0.28 Model Providers
OpenChat 3.5 OpenChat logo 8k 44 – $0.06 – 73.4 0.30 Model Providers
Jamba Instruct AI21 Labs logo 256k – – $0.55 – 77.3 0.52 Model Providers

Detailed Comparison

Model Creator License Context Window Quality Index Normalized avg Chatbot Arena MMLU GPQA MATH-500 HumanEval Blended USD/1M Tokens Input Price Output Price Median Tokens/s P5 Tokens/s P25 Tokens/s P75 Tokens/s P95 Tokens/s Median First Chunk (s) P5 First Chunk (s) P25 First Chunk (s) P75 First Chunk (s) P95 First Chunk (s) Further Analysis
o1-preview OpenAI logo Proprietary 128k 86 1334 0.91 0.67 0.92 0.96 $27.56 $15.75 $63.00 143.8 68.9 121.6 164.6 179.6 21.28 13.40 17.04 27.80 46.49 – – Model Providers
o1-mini OpenAI logo Proprietary 128k 84 1308 0.85 0.58 0.95 0.97 $5.25 $3.00 $12.00 213.6 84.0 154.8 238.0 299.4 11.75 2.44 9.40 14.43 24.03 – – Model Providers
GPT-4o (Aug '24) OpenAI logo Proprietary 128k 78 1337 0.89 0.51 0.80 0.93 – – $4.38 $2.50 $10.00 85.6 40.3 61.5 109.3 143.6 0.66 0.33 0.43 0.91 1.92 Model Providers
GPT-4o (May '24) OpenAI logo Proprietary 128k 78 1285 0.87 0.51 0.79 0.93 – – $7.50 $5.00 $15.00 106.8 53.2 82.2 126.8 142.5 0.65 0.32 0.43 0.73 1.22 Model Providers
GPT-4o mini OpenAI logo Proprietary 128k 73 1273 0.82 0.44 0.79 0.88 – – $0.26 $0.15 $0.60 121.8 50.7 74.1 179.4 206.5 0.65 0.30 0.39 0.77 0.92 Model Providers
GPT-4o (Nov '24) OpenAI logo Proprietary 128k 73 1361 0.86 0.39 0.74 0.93 – – $4.38 $2.50 $10.00 115.1 71.7 95.0 140.0 165.5 0.38 0.27 0.32 0.52 0.75 Model Providers
GPT-4o mini Realtime (Dec '24) OpenAI logo Proprietary 128k – – – – – – – – $0.00 $0.00 $0.00 – – – – – – – – – – Model Providers
GPT-4o Realtime (Dec '24) OpenAI logo Proprietary 128k – – – – – – – – $0.00 $0.00 $0.00 – – – – – – – – – – Model Providers
Llama 3.3 70B Meta logo Open 128k 74 – 0.86 0.49 0.76 0.86 – – $0.67 $0.59 $0.73 67.2 23.6 31.2 275.7 2046.5 0.51 0.23 0.36 0.72 1.48 Model Providers
Llama 3.1 405B Meta logo Open 128k 74 1266 0.87 0.50 0.70 0.87 – – $3.50 $3.50 $3.50 30.2 12.2 21.8 66.3 160.3 0.72 0.37 0.52 0.89 2.02 Model Providers
Llama 3.1 70B Meta logo Open 128k 68 1249 0.84 0.43 0.64 0.80 – – $0.70 $0.60 $0.80 72.6 27.9 42.2 218.5 1971.9 0.44 0.24 0.34 0.60 1.00 Model Providers
Llama 3.2 90B (Vision) Meta logo Open 128k 68 – 0.84 0.42 0.65 0.80 – – $0.81 $0.81 $0.81 48.6 30.4 35.9 66.6 272.3 0.34 0.18 0.26 0.47 0.61 Model Providers
Llama 3.2 11B (Vision) Meta logo Open 128k 54 – 0.71 0.25 0.50 0.69 – – $0.18 $0.18 $0.18 131.0 35.9 118.2 165.4 752.4 0.29 0.17 0.23 0.36 0.56 Model Providers
Llama 3.1 8B Meta logo Open 128k 54 1172 0.71 0.26 0.50 0.68 – – $0.10 $0.10 $0.10 182.8 49.5 118.8 468.1 2161.5 0.34 0.17 0.27 0.47 0.73 Model Providers
Llama 3.2 3B Meta logo Open 128k 49 1103 0.64 0.21 0.50 0.60 – – $0.06 $0.06 $0.06 202.2 42.4 144.0 543.6 1623.1 0.38 0.15 0.26 0.49 0.93 Model Providers
Llama 3.2 1B Meta logo Open 128k 26 1054 0.35 0.14 0.13 0.40 – – $0.04 $0.04 $0.04 315.4 179.4 261.4 2053.8 3394.4 0.44 0.20 0.30 0.51 0.74 Model Providers
Gemini 2.0 Flash (exp) Google logo Proprietary 1m 82 – 0.87 0.59 0.90 0.91 – – $0.00 $0.00 $0.00 168.8 162.4 165.5 171.4 174.6 0.48 0.41 0.45 0.53 0.73 Model Providers
Gemini 1.5 Pro (Sep) Google logo Proprietary 2m 80 1301 0.86 0.59 0.88 0.88 – – $2.19 $1.25 $5.00 60.9 55.3 59.0 63.7 66.1 0.74 0.36 0.39 0.80 0.91 Model Providers
Gemini 1.5 Flash (Sep) Google logo Proprietary 1m 72 1271 0.75 0.45 0.83 0.83 – – $0.13 $0.07 $0.30 188.5 172.8 182.0 194.7 204.0 0.25 0.19 0.21 0.44 0.49 Model Providers
Gemma 2 27B Google logo Open 8k 61 1219 0.77 0.39 0.54 0.76 – – $0.26 $0.17 $0.51 58.7 32.0 46.3 67.8 74.4 0.51 0.19 0.32 1.53 5.94 Model Providers
Gemma 2 9B Google logo Open 8k 55 1190 0.73 0.31 0.50 0.64 – – $0.12 $0.12 $0.15 168.9 53.4 114.8 187.3 673.7 0.37 0.22 0.27 0.50 0.65 Model Providers
Gemini 1.5 Flash (May) Google logo Proprietary 1m – 1227 0.79 0.39 0.55 – – – $0.13 $0.07 $0.30 310.0 276.8 297.5 325.0 350.4 0.30 0.23 0.27 0.33 0.39 Model Providers
Gemini Experimental (Nov) Google logo Proprietary 2m – 1365 – – – – – – $0.00 $0.00 $0.00 53.8 51.1 52.6 55.1 56.4 1.12 0.78 0.90 1.82 3.31 Model Providers
Gemini 1.5 Pro (May) Google logo Proprietary 2m – 1260 0.86 0.46 0.66 – – – $2.19 $1.25 $5.00 66.9 62.7 64.6 68.4 70.2 0.50 0.38 0.42 0.81 0.88 Model Providers
Gemini 1.5 Flash-8B Google logo Proprietary 1m – 1211 0.75 0.30 0.70 – – – $0.07 $0.04 $0.15 279.0 226.9 260.1 288.8 300.0 0.39 0.27 0.35 0.46 0.59 Model Providers
Claude 3.5 Sonnet (Oct) Anthropic logo Proprietary 200k 80 1282 0.89 0.58 0.76 0.96 – – $6.00 $3.00 $15.00 71.8 37.6 44.8 78.0 89.6 0.98 0.68 0.78 1.36 2.23 Model Providers
Claude 3.5 Sonnet (June) Anthropic logo Proprietary 200k 76 1268 0.88 0.56 0.71 0.90 – – $6.00 $3.00 $15.00 61.4 41.6 49.9 78.9 91.0 0.87 0.68 0.75 1.06 1.45 Model Providers
Claude 3 Opus Anthropic logo Proprietary 200k 70 1248 0.84 0.50 0.64 0.83 – – $30.00 $15.00 $75.00 25.9 20.8 24.0 28.2 30.2 2.01 1.31 1.54 3.09 3.78 Model Providers
Claude 3.5 Haiku Anthropic logo Proprietary 200k 68 – 0.81 0.37 0.67 0.87 – – $1.60 $0.80 $4.00 65.1 51.1 58.6 75.4 105.1 0.71 0.54 0.64 0.93 1.20 Model Providers
Claude 3 Haiku Anthropic logo Proprietary 200k 55 1179 0.71 0.33 0.39 0.77 – – $0.50 $0.25 $1.25 122.6 97.6 112.0 134.7 152.7 0.72 0.35 0.43 0.79 1.06 Model Providers
Pixtral Large Mistral logo Open 128k 74 – 0.85 0.52 0.71 0.88 – – $3.00 $2.00 $6.00 36.6 18.9 33.6 39.3 41.1 0.40 0.33 0.34 0.51 2.22 Model Providers
Mistral Large 2 (Jul '24) Mistral logo Open 128k 74 1251 0.85 0.48 0.71 0.91 – – $3.00 $2.00 $6.00 31.2 25.8 29.2 33.8 35.4 0.50 0.38 0.45 0.55 0.89 Model Providers
Mistral Large 2 (Nov '24) Mistral logo Open 128k 74 – 0.85 0.47 0.72 0.90 – – $3.00 $2.00 $6.00 37.4 32.2 36.0 41.0 66.3 0.52 0.33 0.45 0.56 0.73 Model Providers
Mistral Small (Sep '24) Mistral logo Open 33k 61 – 0.74 0.34 0.56 0.81 – – $0.30 $0.20 $0.60 62.0 50.6 57.0 68.2 77.1 0.32 0.23 0.25 0.52 1.50 Model Providers
Mixtral 8x22B Mistral logo Open 65k 61 1148 0.76 0.37 0.56 0.74 – – $1.20 $1.20 $1.20 85.6 57.2 69.9 96.6 102.5 0.57 0.26 0.34 0.65 0.87 Model Providers
Pixtral 12B Mistral logo Open 128k 56 – 0.69 0.30 0.46 0.79 – – $0.13 $0.13 $0.13 70.5 61.6 66.8 77.3 81.0 0.37 0.26 0.31 0.48 0.74 Model Providers
Ministral 8B Mistral logo Open 128k 56 1183 0.59 0.30 0.57 0.79 – – $0.10 $0.10 $0.10 135.9 121.0 131.3 138.5 141.5 0.29 0.23 0.25 0.34 0.60 Model Providers
Mistral NeMo Mistral logo Open 128k 54 – 0.66 0.33 0.44 0.71 – – $0.09 $0.06 $0.14 124.0 51.8 76.5 158.8 163.6 0.48 0.18 0.25 0.55 0.71 Model Providers
Ministral 3B Mistral logo Proprietary 128k 53 – 0.58 0.26 0.54 0.74 – – $0.04 $0.04 $0.04 168.3 147.8 163.9 173.1 177.7 0.29 0.22 0.26 0.34 0.55 Model Providers
Mixtral 8x7B Mistral logo Open 33k 41 1114 0.63 0.30 0.31 0.38 – – $0.50 $0.45 $0.50 110.1 56.9 89.9 149.1 550.3 0.36 0.21 0.29 0.48 0.69 Model Providers
Codestral-Mamba Mistral logo Open 256k 33 – 0.25 0.03 0.24 0.79 – – $0.25 $0.25 $0.25 95.8 89.5 92.8 96.9 98.3 0.44 0.38 0.41 0.48 0.68 Model Providers
Command-R+ Cohere logo Open 128k 55 1215 0.75 0.34 0.40 0.71 – – $5.19 $2.75 $12.50 50.7 45.4 47.5 73.9 79.7 0.47 0.23 0.27 0.51 0.64 Model Providers
Command-R+ (Apr '24) Cohere logo Open 128k 45 1190 0.68 0.24 0.27 0.62 – – $6.00 $3.00 $15.00 49.3 45.6 47.4 64.9 77.2 0.51 0.25 0.34 0.58 0.64 Model Providers
Command-R (Mar '24) Cohere logo Open 128k 36 1149 0.59 0.26 0.16 0.44 – – $0.75 $0.50 $1.50 108.2 75.9 80.3 167.6 178.4 0.36 0.15 0.25 0.44 0.50 Model Providers
Aya Expanse 8B Cohere logo Open 8k – – – – – – – – $0.75 $0.50 $1.50 165.6 157.5 162.0 169.3 173.7 0.16 0.12 0.14 0.21 0.32 Model Providers
Command-R Cohere logo Open 128k – 1179 0.67 0.27 – 0.70 – – $0.51 $0.33 $1.05 111.8 102.7 107.6 117.7 124.9 0.32 0.15 0.21 0.36 0.39 Model Providers
Aya Expanse 32B Cohere logo Open 128k – 1207 0.67 – – – – – $0.75 $0.50 $1.50 120.3 114.9 118.4 123.3 127.5 0.18 0.15 0.16 0.25 0.32 Model Providers
Sonar 3.1 Small Perplexity logo Proprietary 127k – – – – – – – – $0.20 $0.20 $0.20 203.8 182.9 201.0 205.5 206.9 0.35 0.29 0.30 0.37 0.47 Model Providers
Sonar 3.1 Large Perplexity logo Proprietary 127k – – – – – – – – $1.00 $1.00 $1.00 57.8 45.7 54.0 60.8 64.6 0.31 0.29 0.30 0.36 0.46 Model Providers
Grok Beta xAI logo Proprietary 128k 72 1289 0.85 0.43 0.73 0.87 – – $7.50 $5.00 $15.00 66.5 56.9 64.4 67.6 68.8 0.42 0.34 0.38 0.47 0.56 Model Providers
Nova Pro Amazon logo Proprietary 300k 75 – 0.84 0.48 0.79 0.88 – – $1.40 $0.80 $3.20 91.3 77.6 82.4 96.4 102.5 0.38 0.35 0.37 0.39 0.42 Model Providers
Nova Lite Amazon logo Proprietary 300k 70 – 0.79 0.43 0.75 0.84 – – $0.10 $0.06 $0.24 148.0 126.4 134.8 156.7 165.5 0.33 0.30 0.32 0.35 0.38 Model Providers
Nova Micro Amazon logo Proprietary 130k 66 – 0.76 0.38 0.69 0.80 – – $0.06 $0.04 $0.14 195.8 170.9 186.0 208.3 219.5 0.33 0.30 0.32 0.35 0.39 Model Providers
Phi-4 Microsoft Azure logo Open 16k 77 – 0.85 0.57 0.81 0.87 – – $0.09 $0.07 $0.14 85.1 76.2 82.0 85.4 85.6 0.21 0.16 0.18 0.23 0.25 Model Providers
Phi-3 Mini Microsoft Azure logo Open 4k – 1037 – – – – – – $0.00 $0.00 $0.00 – – – – – – – – – – Model Providers
Phi-3 Medium 14B Microsoft Azure logo Open 128k – 1123 – – – – – – $0.30 $0.17 $0.68 50.8 17.6 44.9 52.7 54.2 0.43 0.38 0.42 0.45 0.49 Model Providers
Solar Mini Upstage logo Open 4k 47 1062 0.66 0.28 0.33 0.59 – – $0.15 $0.15 $0.15 89.1 84.3 87.7 90.5 92.5 1.12 1.07 1.12 1.14 1.42 Model Providers
DBRX Databricks logo Open 33k 46 1103 0.70 0.31 0.28 0.54 – – $1.16 $0.97 $1.73 74.2 50.2 68.0 82.9 83.1 0.44 0.27 0.32 0.51 0.71 Model Providers
Llama 3.1 Nemotron 70B NVIDIA logo Open 128k 72 1269 0.86 0.48 0.73 0.81 – – $0.27 $0.23 $0.40 48.3 27.4 44.3 69.8 71.0 0.57 0.23 0.32 0.64 0.79 Model Providers
Reka Flash Reka AI logo Proprietary 128k 59 – 0.73 0.34 0.53 0.74 – – $0.35 $0.20 $0.80 – – – – – – – – – – Model Providers
Reka Core Reka AI logo Proprietary 128k 58 1199 0.76 0.28 0.56 0.73 – – $2.00 $2.00 $2.00 – – – – – – – – – – Model Providers
Reka Flash (Feb '24) Reka AI logo Proprietary 128k 46 1165 0.65 0.27 0.33 0.61 – – $0.35 $0.20 $0.80 – – – – – – – – – – Model Providers
Reka Edge Reka AI logo Proprietary 128k 31 – 0.44 0.19 0.22 0.41 – – $0.10 $0.10 $0.10 – – – – – – – – – – Model Providers
Jamba 1.5 Large AI21 Labs logo Open 256k 64 1221 0.80 0.41 0.61 0.74 – – $3.50 $2.00 $8.00 50.8 43.9 49.9 51.8 58.4 0.72 0.49 0.68 0.74 0.81 Model Providers
Jamba 1.5 Mini AI21 Labs logo Open 256k – 1176 0.63 0.26 0.61 – – – $0.25 $0.20 $0.40 83.5 78.0 82.0 164.1 190.3 0.48 0.29 0.44 0.51 0.55 Model Providers
DeepSeek V3 DeepSeek logo Open 128k 80 – 0.87 0.56 0.85 0.92 – – $0.90 $0.90 $1.10 21.1 7.9 10.8 48.3 73.1 0.95 0.52 0.67 1.24 10.32 Model Providers
DeepSeek-V2.5 (Dec '24) DeepSeek logo Open 128k 72 – 0.81 0.42 0.76 0.88 – – $0.17 $0.14 $0.28 64.8 52.7 57.3 70.9 81.1 1.16 0.90 1.02 1.37 1.87 Model Providers
DeepSeek-Coder-V2 DeepSeek logo Open 128k 71 1178 0.80 0.42 0.74 0.87 – – $0.17 $0.14 $0.28 64.4 51.8 57.3 71.4 81.1 1.12 0.84 0.99 1.27 1.71 Model Providers
DeepSeek-V2.5 DeepSeek logo Open 128k – 1258 0.81 0.42 – 0.87 – – $1.09 $1.07 $1.14 7.6 6.9 7.2 8.0 8.2 0.77 0.60 0.70 0.88 17.15 Model Providers
DeepSeek-V2 DeepSeek logo Open 128k – 1220 0.80 0.42 – 0.87 – – $0.17 $0.14 $0.28 – – – – – – – – – – Model Providers
Arctic Snowflake logo Open 4k 51 1090 0.63 0.26 – 0.75 – – $0.00 $0.00 $0.00 – – – – – – – – – – Model Providers
Qwen2.5 72B Alibaba logo Open 131k 77 1259 0.86 0.50 0.84 0.89 – – $0.40 $0.40 $0.75 65.6 18.5 39.6 80.8 242.6 0.54 0.25 0.38 0.68 2.57 Model Providers
Qwen2.5 Coder 32B Alibaba logo Open 131k 72 1220 0.79 0.41 0.76 0.91 – – $0.80 $0.80 $0.80 84.1 34.7 45.4 102.8 344.0 0.37 0.21 0.28 0.51 1.25 Model Providers
Qwen2 72B Alibaba logo Open 131k 72 1187 0.83 0.40 0.77 0.86 – – $0.63 $0.63 $0.65 45.7 32.8 37.7 64.2 67.0 0.30 0.23 0.27 0.36 0.62 Model Providers
QwQ 32B-Preview Alibaba logo Open 33k 46 – 0.07 0.01 0.91 0.85 – – $0.26 $0.20 $0.60 66.3 35.0 52.1 105.2 329.9 0.40 0.21 0.32 0.58 2.05 Model Providers
Yi-Large 01.AI logo Proprietary 32k 61 1213 0.78 0.33 0.56 0.77 – – $3.00 $3.00 $3.00 67.4 63.1 64.5 78.9 81.8 0.47 0.35 0.40 0.78 1.64 Model Providers
GPT-4 Turbo OpenAI logo Proprietary 128k 75 1256 0.87 0.50 0.74 0.92 – – $15.00 $10.00 $30.00 43.8 22.7 35.3 52.8 58.7 1.19 0.51 0.63 1.44 2.02 Model Providers
GPT-4 OpenAI logo Proprietary 8k – 1186 – – – – – – $37.50 $30.00 $60.00 30.5 14.2 20.2 37.9 44.9 0.73 0.50 0.57 0.91 1.30 Model Providers
Llama 3 70B Meta logo Open 8k 48 1206 0.79 0.39 0.53 0.19 – – $0.88 $0.80 $0.88 48.2 19.3 32.9 130.8 349.0 0.40 0.23 0.30 0.55 1.36 Model Providers
Llama 3 8B Meta logo Open 8k 45 1152 0.64 0.30 0.32 0.53 – – $0.10 $0.07 $0.20 109.4 63.1 74.0 202.4 1203.6 0.35 0.19 0.30 0.41 0.73 Model Providers
Llama 2 Chat 70B Meta logo Open 4k – 1093 – – – – – – $1.85 $1.75 $2.17 – – – – – – – – – – Model Providers
Llama 2 Chat 13B Meta logo Open 4k – 1063 – – – – – – $0.00 $0.00 $0.00 – – – – – – – – – – Model Providers
Llama 2 Chat 7B Meta logo Open 4k – 1037 – – – – – – $0.33 $0.29 $0.46 123.8 119.1 122.3 126.0 130.1 0.37 0.34 0.35 0.40 0.55 Model Providers
Gemini 1.0 Pro Google logo Proprietary 33k – 1111 – – – – – – $0.75 $0.50 $1.50 103.1 97.1 98.7 105.2 107.5 1.28 1.20 1.24 1.31 1.39 Model Providers
Claude 3 Sonnet Anthropic logo Proprietary 200k 57 1201 0.77 0.37 0.41 0.71 – – $6.00 $3.00 $15.00 67.9 35.2 58.5 76.6 89.7 0.75 0.61 0.65 0.86 1.46 Model Providers
Claude 2.1 Anthropic logo Proprietary 200k – 1118 – – – – – – $12.00 $8.00 $24.00 20.3 13.0 13.5 29.4 31.0 1.41 0.79 0.82 1.78 2.01 Model Providers
Claude 2.0 Anthropic logo Proprietary 100k – 1132 – – – – – – $12.00 $8.00 $24.00 29.9 28.7 29.4 30.5 32.6 0.81 0.78 0.80 0.83 0.95 Model Providers
Mistral Small (Feb '24) Mistral logo Proprietary 33k 59 – 0.69 0.31 0.56 0.79 – – $1.50 $1.00 $3.00 53.7 48.8 52.1 61.6 73.2 0.38 0.25 0.33 0.41 0.62 Model Providers
Mistral Large (Feb '24) Mistral logo Proprietary 33k 56 1157 0.69 0.36 0.49 0.70 – – $6.00 $4.00 $12.00 38.8 29.8 36.8 42.5 45.4 0.43 0.34 0.40 0.52 0.98 Model Providers
Mistral 7B Mistral logo Open 8k 28 1008 0.33 0.19 0.16 0.42 – – $0.12 $0.11 $0.14 101.4 76.1 92.8 127.4 156.1 0.30 0.15 0.22 0.35 0.96 Model Providers
Mistral Medium Mistral logo Proprietary 33k – 1148 – – – – – – $4.09 $2.75 $8.10 44.5 40.3 42.7 45.3 46.8 0.38 0.31 0.33 0.45 17.22 Model Providers
Codestral Mistral logo Open 33k – – 0.23 – 0.80 – – – $0.30 $0.20 $0.60 84.8 78.1 82.1 86.5 88.8 0.28 0.24 0.26 0.31 0.49 Model Providers
OpenChat 3.5 OpenChat logo Open 8k 44 1076 0.56 0.22 0.31 0.68 – – $0.06 $0.06 $0.06 73.3 66.3 69.3 76.3 80.3 0.30 0.24 0.27 0.32 0.37 Model Providers
Jamba Instruct AI21 Labs logo Proprietary 256k – – 0.58 0.25 – – – – $0.55 $0.50 $0.70 77.1 70.4 74.3 169.6 193.7 0.52 0.29 0.45 0.54 0.58 Model Providers

Terms

  • Artificial Analysis Quality Index: Average result across our evaluations covering different dimensions of model intelligence. Currently includes MMLU, GPQA, Math & HumanEval. OpenAI o1 model figures are preliminary and are based on figures stated by OpenAI. See methodology for more details.
  • Context window: Maximum number of combined input & output tokens. Output tokens commonly have a significantly lower limit (varied by model).
  • Output Speed: Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).
  • Latency: Time to first token of tokens received, in seconds, after API request sent. For models which do not support streaming, this represents time to receive the completion.
  • Price: Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).
  • Output Price: Price per token generated by the model (received from the API), represented as USD per million Tokens.
  • Input Price: Price per token included in the request/message sent to the API, represented as USD per million Tokens.
  • Time period: Metrics are 'live' and are based on the past 14 days of measurements, measurements are taken 8 times a day for single requests and 2 times per day for parallel requests.

References

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