Rankings
Models ranked by Artificial Analysis benchmark snapshots, shown alongside live registry pricing — the smartest-per-dollar context pure leaderboards lack. Only models carrying benchmark data rank.
Intelligence Index
Artificial Analysis composite intelligence score — highest first.
| Rank | Model | Provider | Score | $/1M In | $/1M Out |
|---|---|---|---|---|---|
| #1 | GPT-6 Astra | OpenAI | 52.7 | $10.00 | $50.00 |
| #2 | Claude Opus 5 | Anthropic | 50.8 | $5.00 | $25.00 |
| #3 | Claude Fable 5 | Anthropic | 49.6 | $10.00 | $50.00 |
| #4 | GPT-6 Sol | OpenAI | 47.6 | $2.00 | $10.00 |
| #5 | Claude Sonnet 5 | Anthropic | 38.2 | $2.00 | $10.00 |
| #6 | GPT-6 Luna | OpenAI | 38.1 | $0.10 | $0.50 |
| #7 | DeepSeek V4 Pro 0423 | DeepSeek | 36.0 | $0.21 | $0.42 |
| #8 | DeepSeek V4 Flash 0423 | DeepSeek | 34.3 | $0.03 | $1.28 |
| #9 | MiniMax M3 | MiniMax | 29.2 | $0.30 | $1.20 |
| #10 | Solar Pro 4 | Upstage | 28.2 | $0.09 | $0.36 |
| #11 | Hy3 | Tencent | 25.3 | $0.13 | $0.53 |
| #12 | Solar Mini 4 | Upstage | 24.1 | $0.05 | $0.20 |
| #13 | GPT-5 | OpenAI | 23.0 | $1.25 | $10.00 |
| #14 | Hy3 preview | Tencent | 22.7 | $0.18 | $0.60 |
| #15 | o3 Pro | OpenAI | 21.9 | $20.00 | $80.00 |
| #16 | o3 | OpenAI | 20.2 | $2.00 | $8.00 |
| #17 | MiniMax M2 | MiniMax | 18.6 | $0.30 | $1.20 |
| #18 | GPT-5 Mini | OpenAI | 16.8 | $0.25 | $2.00 |
| #19 | o4 Mini | OpenAI | 16.7 | $1.10 | $4.40 |
| #20 | o1 | OpenAI | 15.2 | $15.00 | $60.00 |
| #21 | Mercury 2 | Inception | 13.8 | $0.25 | $0.75 |
| #22 | Command A+ | Cohere | 13.1 | $0.30 | $1.50 |
| #23 | R1 | DeepSeek | 13.1 | $0.70 | $2.50 |
| #24 | GPT-5 Nano | OpenAI | 13.0 | $0.05 | $0.40 |
| #25 | o3 Mini | OpenAI | 12.5 | $1.10 | $4.40 |
Coding Index
Artificial Analysis coding evaluation index — highest first.
| Rank | Model | Provider | Score | $/1M In | $/1M Out |
|---|---|---|---|---|---|
| #1 | Claude Opus 5 | Anthropic | 78.0 | $5.00 | $25.00 |
| #2 | GPT-6 Astra | OpenAI | 76.9 | $10.00 | $50.00 |
| #3 | Claude Fable 5 | Anthropic | 76.5 | $10.00 | $50.00 |
| #4 | Claude Sonnet 5 | Anthropic | 71.5 | $2.00 | $10.00 |
| #5 | DeepSeek V4 Flash 0423 | DeepSeek | 69.1 | $0.03 | $1.28 |
| #6 | DeepSeek V4 Pro 0423 | DeepSeek | 68.8 | $0.21 | $0.42 |
| #7 | Hy3 | Tencent | 58.8 | $0.13 | $0.53 |
| #8 | MiniMax M3 | MiniMax | 58.6 | $0.30 | $1.20 |
| #9 | Solar Pro 4 | Upstage | 52.7 | $0.09 | $0.36 |
| #10 | o1 | OpenAI | 39.7 | $15.00 | $60.00 |
| #11 | GPT-5 | OpenAI | 37.8 | $1.25 | $10.00 |
| #12 | Mercury 2 | Inception | 31.1 | $0.25 | $0.75 |
| #13 | gpt-oss-120b | OpenAI | 30.4 | $0.04 | $0.17 |
| #14 | Command A+ | Cohere | 27.8 | $0.30 | $1.50 |
| #15 | GPT-4o (2024-05-13) | OpenAI | 24.2 | $5.00 | $15.00 |
| #16 | GPT-4 Turbo | OpenAI | 21.5 | $10.00 | $30.00 |
| #17 | gpt-oss-20b | OpenAI | 20.7 | $0.02 | $0.09 |
| #18 | o3 Mini High | OpenAI | 16.3 | $1.10 | $4.40 |
| #19 | Solar Pro 3 | Upstage | 16.2 | $0.15 | $0.60 |
| #20 | GPT-5 Mini | OpenAI | 15.6 | $0.25 | $2.00 |
| #21 | GPT-4 | OpenAI | 13.1 | $30.00 | $60.00 |
| #22 | GPT-4o-mini | OpenAI | 11.4 | $0.15 | $0.60 |
Output Speed
Median output throughput in tokens per second — fastest first.
| Rank | Model | Provider | Score | $/1M In | $/1M Out |
|---|---|---|---|---|---|
| #1 | gpt-oss-20b | OpenAI | 212.1 tok/s | $0.02 | $0.09 |
| #2 | gpt-oss-120b | OpenAI | 187.7 tok/s | $0.04 | $0.17 |
| #3 | Command A+ | Cohere | 148.6 tok/s | $0.30 | $1.50 |
| #4 | GPT-6 Luna | OpenAI | 128.7 tok/s | $0.10 | $0.50 |
| #5 | o3 | OpenAI | 124.5 tok/s | $2.00 | $8.00 |
| #6 | DeepSeek V4 Pro 0423 | DeepSeek | 93.5 tok/s | $0.21 | $0.42 |
| #7 | Solar Pro 4 | Upstage | 87.7 tok/s | $0.09 | $0.36 |
| #8 | Hy3 | Tencent | 85.5 tok/s | $0.13 | $0.53 |
| #9 | MiniMax M3 | MiniMax | 78.0 tok/s | $0.30 | $1.20 |
| #10 | Solar Mini 4 | Upstage | 65.7 tok/s | $0.05 | $0.20 |
| #11 | Command A | Cohere | 59.7 tok/s | $2.50 | $10.00 |
| #12 | GPT-6 Astra | OpenAI | 49.1 tok/s | $10.00 | $50.00 |
| #13 | Claude Fable 5 | Anthropic | 0.0 tok/s | $10.00 | $50.00 |
| #14 | Claude Opus 5 | Anthropic | 0.0 tok/s | $5.00 | $25.00 |
| #15 | Claude Sonnet 5 | Anthropic | 0.0 tok/s | $2.00 | $10.00 |
| #16 | R1 | DeepSeek | 0.0 tok/s | $0.70 | $2.50 |
| #17 | DeepSeek V4 Flash 0423 | DeepSeek | 0.0 tok/s | $0.03 | $1.28 |
| #18 | Mercury 2 | Inception | 0.0 tok/s | $0.25 | $0.75 |
| #19 | MiniMax M2 | MiniMax | 0.0 tok/s | $0.30 | $1.20 |
| #20 | GPT-4 | OpenAI | 0.0 tok/s | $30.00 | $60.00 |
| #21 | GPT-4 Turbo | OpenAI | 0.0 tok/s | $10.00 | $30.00 |
| #22 | GPT-4o | OpenAI | 0.0 tok/s | $2.50 | $10.00 |
| #23 | GPT-4o (2024-05-13) | OpenAI | 0.0 tok/s | $5.00 | $15.00 |
| #24 | GPT-4o (2024-08-06) | OpenAI | 0.0 tok/s | $2.50 | $10.00 |
| #25 | GPT-4o-mini | OpenAI | 0.0 tok/s | $0.15 | $0.60 |
Time to First Token
Median time to first token — lowest latency first.
| Rank | Model | Provider | Score | $/1M In | $/1M Out |
|---|---|---|---|---|---|
| #1 | Claude Fable 5 | Anthropic | 0.00 s | $10.00 | $50.00 |
| #2 | Claude Opus 5 | Anthropic | 0.00 s | $5.00 | $25.00 |
| #3 | Claude Sonnet 5 | Anthropic | 0.00 s | $2.00 | $10.00 |
| #4 | R1 | DeepSeek | 0.00 s | $0.70 | $2.50 |
| #5 | DeepSeek V4 Flash 0423 | DeepSeek | 0.00 s | $0.03 | $1.28 |
| #6 | Mercury 2 | Inception | 0.00 s | $0.25 | $0.75 |
| #7 | MiniMax M2 | MiniMax | 0.00 s | $0.30 | $1.20 |
| #8 | GPT-4 | OpenAI | 0.00 s | $30.00 | $60.00 |
| #9 | GPT-4 Turbo | OpenAI | 0.00 s | $10.00 | $30.00 |
| #10 | GPT-4o | OpenAI | 0.00 s | $2.50 | $10.00 |
| #11 | GPT-4o (2024-05-13) | OpenAI | 0.00 s | $5.00 | $15.00 |
| #12 | GPT-4o (2024-08-06) | OpenAI | 0.00 s | $2.50 | $10.00 |
| #13 | GPT-4o-mini | OpenAI | 0.00 s | $0.15 | $0.60 |
| #14 | GPT-5 | OpenAI | 0.00 s | $1.25 | $10.00 |
| #15 | GPT-5 Mini | OpenAI | 0.00 s | $0.25 | $2.00 |
| #16 | GPT-5 Nano | OpenAI | 0.00 s | $0.05 | $0.40 |
| #17 | GPT-6 Sol | OpenAI | 0.00 s | $2.00 | $10.00 |
| #18 | o1 | OpenAI | 0.00 s | $15.00 | $60.00 |
| #19 | o1-pro | OpenAI | 0.00 s | $150.00 | $600.00 |
| #20 | o3 Mini | OpenAI | 0.00 s | $1.10 | $4.40 |
| #21 | o3 Mini High | OpenAI | 0.00 s | $1.10 | $4.40 |
| #22 | o3 Pro | OpenAI | 0.00 s | $20.00 | $80.00 |
| #23 | o4 Mini | OpenAI | 0.00 s | $1.10 | $4.40 |
| #24 | Sonar | Perplexity | 0.00 s | $1.00 | $1.00 |
| #25 | Sonar Pro | Perplexity | 0.00 s | $3.00 | $15.00 |
Benchmark data: Artificial Analysis · prices are USD per 1M tokens from the live registry.