AI Model Capacity & Efficiency Comparison
Compare context windows, output capacity, and cost efficiency across 406+ models. Data sourced live from upstream provider APIs.
Note: This page shows capacity specs and pricing aggregated from upstream provider APIs. Real-world latency and tokens-per-second vary by load, prompt length, and provider infrastructure. For speed benchmarks, see Artificial Analysis or the model provider's own documentation.
Largest Context
2M
Grok 4.20 Multi-Agent
Largest Output
1.0M
MoonshotAI Kimi Latest
Cheapest (non-free)
$0.01/1M in
Ling-2.6-flash
Best Output Ratio
100%
GPT-3.5 Turbo (older v0613)
Coding & LLM Models
| Model | Provider | Context Window | Max Output | Output Ratio | Input $/1M | Output $/1M | Efficiency (derived) | Capabilities |
|---|---|---|---|---|---|---|---|---|
| Grok 4.20 Multi-Agent | xAI | 2M | — | — | $1.25 | $2.50 | 48 | |
| Grok 4.20 | xAI | 2M | — | — | $1.25 | $2.50 | 48 | |
| Llama 4 Scout | Meta | 1.3M | 16K | 1% | $0.10 | $0.30 | 89 | |
| GPT-5.6 Luna Pro | OpenAI | 1.1M | 128K | 12% | $0.10 | $0.60 | 88 | |
| GPT-5.6 Luna Pro (batch) | OpenAI | 1.1M | 128K | 12% | $0.10 | $0.60 | 88 | |
| GPT-5.6 Luna | OpenAI | 1.1M | 128K | 12% | $0.10 | $0.60 | 88 | |
| GPT-5.6 Luna (batch) | OpenAI | 1.1M | 128K | 12% | $0.10 | $0.60 | 88 | |
| GPT-5.6 Terra Pro | OpenAI | 1.1M | 128K | 12% | $1.00 | $6.00 | 50 | |
| GPT-5.6 Terra Pro (batch) | OpenAI | 1.1M | 128K | 12% | $1.00 | $6.00 | 50 | |
| GPT-5.6 Terra | OpenAI | 1.1M | 128K | 12% | $1.00 | $6.00 | 50 | |
| GPT-5.6 Terra (batch) | OpenAI | 1.1M | 128K | 12% | $1.00 | $6.00 | 50 | |
| GPT-5.6 Sol Pro | OpenAI | 1.1M | 128K | 12% | $5.00 | $30.00 | 28 | |
| GPT-5.6 Sol Pro (batch) | OpenAI | 1.1M | 128K | 12% | $2.50 | $15.00 | 36 | |
| GPT-5.6 Sol | OpenAI | 1.1M | 128K | 12% | $5.00 | $30.00 | 28 | |
| GPT-5.6 Sol (batch) | OpenAI | 1.1M | 128K | 12% | $2.50 | $15.00 | 36 | |
| OpenAI GPT Latest | ~openai | 1.1M | 128K | 12% | $5.00 | $30.00 | 28 | |
| GPT-5.5 Pro | OpenAI | 1.1M | 128K | 12% | $30.00 | $180.00 | 17 | |
| GPT-5.5 Pro (batch) | OpenAI | 1.1M | 128K | 12% | $15.00 | $90.00 | 20 | |
| GPT-5.5 | OpenAI | 1.1M | 128K | 12% | $5.00 | $30.00 | 28 | |
| GPT-5.5 (batch) | OpenAI | 1.1M | 128K | 12% | $2.50 | $15.00 | 36 | |
| MiMo-V2.5-Pro | Xiaomi | 1.1M | 131K | 12% | $0.43 | $0.87 | 66 | |
| MiMo-V2.5 | Xiaomi | 1.1M | 131K | 12% | $0.14 | $0.28 | 84 | |
| GPT-5.4 Pro | OpenAI | 1.1M | 128K | 12% | $30.00 | $180.00 | 17 | |
| GPT-5.4 Pro (batch) | OpenAI | 1.1M | 128K | 12% | $15.00 | $90.00 | 20 | |
| GPT-5.4 | OpenAI | 1.1M | 128K | 12% | $2.50 | $15.00 | 36 | |
| GPT-5.4 (batch) | OpenAI | 1.1M | 128K | 12% | $1.25 | $7.50 | 46 | |
| LongCat 2.0 | Meituan | 1.0M | 262K | 25% | $0.30 | $1.20 | 73 | |
| Muse Spark 1.2 | meta | 1.0M | — | — | $1.25 | $4.25 | 46 | |
| DeepSeek V4 Flash Latest | ~deepseek | 1.0M | 384K | 37% | $0.09 | $0.18 | 89 | |
| DeepSeek V4 Flash 0731 | DeepSeek | 1.0M | 384K | 37% | $0.09 | $0.18 | 89 | |
| Laguna S 2.1 | poolside | 1.0M | 131K | 13% | $0.09 | $0.18 | 89 | |
| Gemini 3.6 Flash | 1.0M | 66K | 6% | $1.50 | $7.50 | 43 | ||
| Gemini 3.6 Flash (batch) | 1.0M | 66K | 6% | $0.75 | $3.75 | 55 | ||
| Gemini 3.5 Flash Lite | 1.0M | 66K | 6% | $0.30 | $2.50 | 73 | ||
| Gemini 3.5 Flash Lite (batch) | 1.0M | 66K | 6% | $0.15 | $1.25 | 83 | ||
| Inkling | thinkingmachines | 1.0M | 262K | 25% | $0.95 | $4.05 | 51 | |
| Kimi K3 | Moonshot AI | 1.0M | — | — | $3.00 | $15.00 | 33 | |
| Muse Spark 1.1 | meta | 1.0M | — | — | $1.25 | $4.25 | 46 | |
| GLM 5.2 | Zhipu AI | 1.0M | 128K | 12% | $0.21 | $0.65 | 79 | |
| MiniMax M3 | MiniMax | 1.0M | 512K | 49% | $0.30 | $1.20 | 73 | |
| Gemini 3.5 Flash | 1.0M | 66K | 6% | $1.50 | $9.00 | 43 | ||
| Gemini 3.5 Flash (batch) | 1.0M | 66K | 6% | $0.75 | $4.50 | 55 | ||
| Gemini 3.1 Flash Lite | 1.0M | 66K | 6% | $0.25 | $1.50 | 76 | ||
| Gemini 3.1 Flash Lite (batch) | 1.0M | 66K | 6% | $0.13 | $0.75 | 85 | ||
| Google Gemini Pro Latest | 1.0M | 66K | 6% | $2.00 | $12.00 | 39 | ||
| MoonshotAI Kimi Latest | ~moonshotai | 1.0M | 1.0M | 100% | $2.50 | $14.00 | 36 | |
| Google Gemini Flash Latest | 1.0M | 66K | 6% | $1.50 | $7.50 | 43 | ||
| DeepSeek V4 Pro | DeepSeek | 1.0M | 384K | 37% | $0.43 | $0.87 | 66 | |
| DeepSeek V4 Flash 0423 | DeepSeek | 1.0M | 393K | 38% | $0.14 | $0.28 | 84 | |
| Lyria 3 Pro Preview | 1.0M | 66K | 6% | Free | Free | 100 | ||
| Lyria 3 Clip Preview | 1.0M | 66K | 6% | Free | Free | 100 | ||
| Gemini 3.1 Flash Lite Preview | 1.0M | 66K | 6% | $0.25 | $1.50 | 76 | ||
| Gemini 3.1 Pro Preview Custom Tools | 1.0M | 66K | 6% | $2.00 | $12.00 | 39 | ||
| Gemini 3.1 Pro Preview | 1.0M | 66K | 6% | $2.00 | $12.00 | 39 | ||
| Gemini 3.1 Pro Preview (batch) | 1.0M | 66K | 6% | $1.00 | $6.00 | 50 | ||
| Gemini 3 Flash Preview | 1.0M | 66K | 6% | $0.50 | $3.00 | 63 | ||
| Gemini 3 Flash Preview (batch) | 1.0M | 66K | 6% | $0.25 | $1.50 | 76 | ||
| Gemini 2.5 Flash Lite | 1.0M | 66K | 6% | $0.10 | $0.40 | 88 | ||
| Gemini 2.5 Flash Lite (batch) | 1.0M | 66K | 6% | $0.05 | $0.20 | 93 | ||
| Gemini 2.5 Flash | 1.0M | 66K | 6% | $0.30 | $2.50 | 73 | ||
| Gemini 2.5 Flash (batch) | 1.0M | 66K | 6% | $0.15 | $1.25 | 83 | ||
| Gemini 2.5 Pro | 1.0M | 66K | 6% | $1.25 | $10.00 | 46 | ||
| Gemini 2.5 Pro (batch) | 1.0M | 66K | 6% | $0.63 | $5.00 | 59 | ||
| Gemini 2.5 Pro Preview 06-05 | 1.0M | 66K | 6% | $1.25 | $10.00 | 46 | ||
| Gemini 2.5 Pro Preview 05-06 | 1.0M | 66K | 6% | $1.25 | $10.00 | 46 | ||
| Llama Guard 4 12B | Meta | 1.0M | 16K | 2% | $0.18 | $0.18 | 81 | |
| Llama 4 Maverick | Meta | 1.0M | 16K | 2% | $0.20 | $0.80 | 79 | |
| GPT-4.1 | OpenAI | 1.0M | 33K | 3% | $2.00 | $8.00 | 39 | |
| GPT-4.1 (batch) | OpenAI | 1.0M | 33K | 3% | $1.00 | $4.00 | 50 | |
| GPT-4.1 Mini | OpenAI | 1.0M | 33K | 3% | $0.40 | $1.60 | 67 | |
| GPT-4.1 Mini (batch) | OpenAI | 1.0M | 33K | 3% | $0.20 | $0.80 | 79 | |
| GPT-4.1 Nano | OpenAI | 1.0M | 33K | 3% | $0.10 | $0.40 | 88 | |
| GPT-4.1 Nano (batch) | OpenAI | 1.0M | 33K | 3% | $0.05 | $0.20 | 93 | |
| Palmyra X5 | Writer | 1.0M | 8K | 1% | $0.60 | $6.00 | 60 | |
| MiniMax-01 | MiniMax | 1.0M | 1.0M | 100% | $0.20 | $1.10 | 79 | |
| Qwen3.8 Max | Alibaba | 1M | 131K | 13% | $2.00 | $6.00 | 39 | |
| Qwen3.7 Flash | Alibaba | 1M | 66K | 7% | $0.03 | $0.13 | 96 | |
| Claude Opus 5 (Fast) | Anthropic | 1M | 128K | 13% | $10.00 | $50.00 | 22 | |
| Claude Opus 5 | Anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Claude Opus 5 (batch) | Anthropic | 1M | 128K | 13% | $2.50 | $12.50 | 35 | |
| Claude Sonnet 5 | Anthropic | 1M | 128K | 13% | $2.00 | $10.00 | 39 | |
| Claude Sonnet 5 (batch) | Anthropic | 1M | 128K | 13% | $1.00 | $5.00 | 50 | |
| Fugu Ultra | sakana | 1M | 128K | 13% | $5.00 | $30.00 | 28 | |
| Claude Fable Latest | ~anthropic | 1M | 128K | 13% | $10.00 | $50.00 | 22 | |
| Claude Fable 5 | Anthropic | 1M | 128K | 13% | $10.00 | $50.00 | 22 | |
| Claude Fable 5 (batch) | Anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Nemotron 3 Ultra (free) | NVIDIA | 1M | 66K | 7% | Free | Free | 100 | |
| Qwen3.7 Plus | Alibaba | 1M | 131K | 13% | $0.32 | $1.28 | 71 | |
| Claude Opus 4.8 (Fast) | Anthropic | 1M | 128K | 13% | $10.00 | $50.00 | 22 | |
| Claude Opus 4.8 | Anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Claude Opus 4.8 (batch) | Anthropic | 1M | 128K | 13% | $2.50 | $12.50 | 35 | |
| Qwen3.7 Max | Alibaba | 1M | 131K | 13% | $1.48 | $4.42 | 43 | |
| Claude Opus 4.7 (Fast) | Anthropic | 1M | 128K | 13% | $30.00 | $150.00 | 17 | |
| Grok 4.3 | xAI | 1M | — | — | $1.25 | $2.50 | 46 | |
| Anthropic Claude Sonnet Latest | ~anthropic | 1M | 128K | 13% | $2.00 | $10.00 | 39 | |
| Qwen3.5 Plus 2026-04-20 | Alibaba | 1M | 66K | 7% | $0.30 | $1.80 | 72 | |
| Qwen3.6 Flash | Alibaba | 1M | 66K | 7% | $0.19 | $1.13 | 80 | |
| Claude Opus Latest | ~anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Claude Opus 4.7 | Anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Claude Opus 4.7 (batch) | Anthropic | 1M | 128K | 13% | $2.50 | $12.50 | 35 | |
| Qwen3.6 Plus | Alibaba | 1M | 66K | 7% | $0.33 | $1.95 | 71 | |
| Nemotron 3 Super | NVIDIA | 1M | 16K | 2% | $0.08 | $0.40 | 89 | |
| Qwen3.5-Flash | Alibaba | 1M | 66K | 7% | $0.07 | $0.26 | 91 | |
| Claude Sonnet 4.6 | Anthropic | 1M | 128K | 13% | $3.00 | $15.00 | 33 | |
| Claude Sonnet 4.6 (batch) | Anthropic | 1M | 128K | 13% | $1.50 | $7.50 | 43 | |
| Qwen3.5 Plus 2026-02-15 | Alibaba | 1M | 66K | 7% | $0.26 | $1.56 | 75 | |
| Claude Opus 4.6 | Anthropic | 1M | 128K | 13% | $5.00 | $25.00 | 28 | |
| Claude Opus 4.6 (batch) | Anthropic | 1M | 128K | 13% | $2.50 | $12.50 | 35 | |
| Nova 2 Lite | Amazon | 1M | 66K | 7% | $0.30 | $2.50 | 72 | |
| Nova Premier 1.0 | Amazon | 1M | 32K | 3% | $2.50 | $12.50 | 35 | |
| Claude Sonnet 4.5 | Anthropic | 1M | 64K | 6% | $3.00 | $15.00 | 33 | |
| Claude Sonnet 4.5 (batch) | Anthropic | 1M | 64K | 6% | $1.50 | $7.50 | 43 | |
| Qwen3 Coder Plus | Alibaba | 1M | 66K | 7% | $0.65 | $3.25 | 58 | |
| Qwen3 Coder Flash | Alibaba | 1M | 66K | 7% | $0.20 | $0.97 | 79 | |
| Qwen Plus 0728 | Alibaba | 1M | 33K | 3% | $0.26 | $0.78 | 75 | |
| Qwen Plus 0728 (thinking) | Alibaba | 1M | 33K | 3% | $0.40 | $1.20 | 67 | |
| MiniMax M1 | MiniMax | 1M | 40K | 4% | $0.55 | $2.20 | 61 | |
| Claude Sonnet 4 | Anthropic | 1M | 64K | 6% | $3.00 | $15.00 | 33 | |
| Qwen-Plus | Alibaba | 1M | 33K | 3% | $0.26 | $0.78 | 75 | |
| Inkling Small | thinkingmachines | 524K | 262K | 50% | $0.45 | $1.20 | 62 | |
| Inkling (batch) | thinkingmachines | 524K | — | — | $0.50 | $2.02 | 60 | |
| MiniMax M3 (batch) | MiniMax | 524K | — | — | $0.15 | $0.60 | 79 | |
| Nemotron 3 Ultra | NVIDIA | 512K | — | — | $0.60 | $3.60 | 57 | |
| Nemotron 3 Ultra (batch) | NVIDIA | 512K | — | — | $0.30 | $1.80 | 69 | |
| GLM 5.2 (batch) | Zhipu AI | 512K | — | — | $0.70 | $2.20 | 54 | |
| Grok 4.5 | xAI | 500K | — | — | $2.00 | $6.00 | 37 | |
| Grok Latest | ~x-ai | 500K | — | — | $2.00 | $6.00 | 37 | |
| GPT Chat Latest | OpenAI | 400K | 128K | 32% | $5.00 | $30.00 | 26 | |
| OpenAI GPT Mini Latest | ~openai | 400K | 128K | 32% | $0.75 | $4.50 | 51 | |
| GPT-5.4 Nano | OpenAI | 400K | 128K | 32% | $0.20 | $1.25 | 74 | |
| GPT-5.4 Nano (batch) | OpenAI | 400K | 128K | 32% | $0.10 | $0.63 | 82 | |
| GPT-5.4 Mini | OpenAI | 400K | 128K | 32% | $0.75 | $4.50 | 51 | |
| GPT-5.4 Mini (batch) | OpenAI | 400K | 128K | 32% | $0.38 | $2.25 | 64 | |
| GPT-5.3-Codex | OpenAI | 400K | 128K | 32% | $1.75 | $14.00 | 38 | |
| GPT-5.2-Codex | OpenAI | 400K | 128K | 32% | $1.75 | $14.00 | 38 | |
| GPT-5.2 Pro | OpenAI | 400K | 128K | 32% | $21.00 | $168.00 | 17 | |
| GPT-5.2 Pro (batch) | OpenAI | 400K | 128K | 32% | $10.50 | $84.00 | 21 | |
| GPT-5.2 | OpenAI | 400K | 128K | 32% | $1.75 | $14.00 | 38 | |
| GPT-5.2 (batch) | OpenAI | 400K | 128K | 32% | $0.88 | $7.00 | 49 | |
| GPT-5.1-Codex-Max | OpenAI | 400K | 128K | 32% | $1.25 | $10.00 | 43 | |
| GPT-5.1 | OpenAI | 400K | 128K | 32% | $1.25 | $10.00 | 43 | |
| GPT-5.1 (batch) | OpenAI | 400K | 128K | 32% | $0.63 | $5.00 | 55 | |
| GPT-5.1-Codex | OpenAI | 400K | 128K | 32% | $1.25 | $10.00 | 43 | |
| GPT-5.1-Codex-Mini | OpenAI | 400K | 128K | 32% | $0.25 | $2.00 | 70 | |
| GPT-5 Pro | OpenAI | 400K | 128K | 32% | $15.00 | $120.00 | 19 | |
| GPT-5 Pro (batch) | OpenAI | 400K | 128K | 32% | $7.50 | $60.00 | 23 | |
| GPT-5 Codex (batch) | OpenAI | 400K | 128K | 32% | $0.63 | $5.00 | 55 | |
| GPT-5 | OpenAI | 400K | 128K | 32% | $1.25 | $10.00 | 43 | |
| GPT-5 (batch) | OpenAI | 400K | 128K | 32% | $0.63 | $5.00 | 55 | |
| GPT-5 Mini | OpenAI | 400K | 128K | 32% | $0.25 | $2.00 | 70 | |
| GPT-5 Mini (batch) | OpenAI | 400K | 128K | 32% | $0.13 | $1.00 | 80 | |
| GPT-5 Nano | OpenAI | 400K | 128K | 32% | $0.05 | $0.40 | 87 | |
| GPT-5 Nano (batch) | OpenAI | 400K | 128K | 32% | $0.02 | $0.20 | 90 | |
| Nova Lite 1.0 | Amazon | 300K | 5K | 2% | $0.06 | $0.24 | 84 | |
| Nova Pro 1.0 | Amazon | 300K | 5K | 2% | $0.80 | $3.20 | 49 | |
| Ling 3.0 Tiny (free) | inclusionai | 262K | 33K | 13% | Free | Free | 90 | |
| Ling-3.0-flash | inclusionai | 262K | 33K | 13% | $0.02 | $0.06 | 87 | |
| Laguna S 2.1 (free) | poolside | 262K | 33K | 13% | Free | Free | 90 | |
| Hy3 | Tencent | 262K | 128K | 49% | $0.13 | $0.53 | 76 | |
| Laguna XS 2.1 | poolside | 262K | 33K | 13% | $0.06 | $0.12 | 83 | |
| Laguna XS 2.1 (free) | poolside | 262K | 33K | 13% | Free | Free | 90 | |
| Kimi K2.7 Code | Moonshot AI | 262K | 262K | 100% | $0.70 | $3.50 | 51 | |
| Kimi K2.7 Code (batch) | Moonshot AI | 262K | — | — | $0.47 | $2.00 | 58 | |
| Step 3.7 Flash | StepFun | 262K | 256K | 98% | $0.20 | $1.15 | 71 | |
| Ring-2.6-1T | inclusionai | 262K | 66K | 25% | $0.07 | $0.63 | 81 | |
| Mistral Medium 3.5 | Mistral AI | 262K | — | — | $1.50 | $7.50 | 39 | |
| Qwen3.6 35B A3B | Alibaba | 262K | 262K | 100% | $0.14 | $1.00 | 76 | |
| Qwen3.6 Max Preview | Alibaba | 262K | 66K | 25% | $1.03 | $6.16 | 45 | |
| Qwen3.6 27B | Alibaba | 262K | 262K | 100% | $0.60 | $3.60 | 54 | |
| Ling-2.6-1T | inclusionai | 262K | 33K | 13% | $0.07 | $0.63 | 81 | |
| Hy3 preview | Tencent | 262K | — | — | $0.06 | $0.21 | 83 | |
| Ling-2.6-flash | inclusionai | 262K | 33K | 13% | $0.01 | $0.03 | 89 | |
| Kimi K2.6 | Moonshot AI | 262K | 262K | 100% | $0.58 | $2.44 | 54 | |
| Gemma 4 26B A4B | 262K | 16K | 6% | $0.07 | $0.34 | 82 | ||
| Gemma 4 26B A4B (free) | 262K | 33K | 13% | Free | Free | 90 | ||
| Gemma 4 31B | 262K | 262K | 100% | $0.10 | $0.34 | 79 | ||
| Gemma 4 31B (free) | 262K | 33K | 13% | Free | Free | 90 | ||
| Trinity Large Thinking | arcee-ai | 262K | 262K | 100% | $0.22 | $0.85 | 70 | |
| KAT-Coder-Pro V2 | Kuaishou | 262K | 80K | 31% | $0.30 | $1.20 | 65 | |
| Mistral Small 4 | Mistral AI | 262K | — | — | $0.15 | $0.60 | 75 | |
| Nemotron 3 Super (free) | NVIDIA | 262K | 262K | 100% | Free | Free | 90 | |
| Seed-2.0-Lite | ByteDance | 262K | 131K | 50% | $0.25 | $2.00 | 68 | |
| Qwen3.5-9B | Alibaba | 262K | 262K | 100% | $0.10 | $0.15 | 79 | |
| Seed-2.0-Mini | ByteDance | 262K | 131K | 50% | $0.10 | $0.40 | 79 | |
| Qwen3.5-35B-A3B | Alibaba | 262K | 262K | 100% | $0.14 | $1.00 | 76 | |
| Qwen3.5-27B | Alibaba | 262K | 66K | 25% | $0.20 | $1.56 | 72 | |
| Qwen3.5-122B-A10B | Alibaba | 262K | 82K | 31% | $0.29 | $2.40 | 66 | |
| Qwen3.5 397B A17B | Alibaba | 262K | 66K | 25% | $0.39 | $2.34 | 61 | |
| Qwen3 Max Thinking | Alibaba | 262K | 66K | 25% | $0.78 | $3.90 | 49 | |
| Qwen3 Coder Next | Alibaba | 262K | 262K | 100% | $0.12 | $0.80 | 77 | |
| Step 3.5 Flash | StepFun | 262K | 66K | 25% | $0.10 | $0.30 | 79 | |
| Kimi K2.5 | Moonshot AI | 262K | 262K | 100% | $0.57 | $2.85 | 55 | |
| Seed 1.6 Flash | ByteDance | 262K | 33K | 13% | $0.07 | $0.30 | 81 | |
| Seed 1.6 | ByteDance | 262K | 33K | 13% | $0.25 | $2.00 | 68 | |
| Nemotron 3 Nano 30B A3B | NVIDIA | 262K | 262K | 100% | $0.05 | $0.20 | 84 | |
| Ministral 3 14B 2512 | Mistral AI | 262K | — | — | $0.20 | $0.20 | 71 | |
| Ministral 3 8B 2512 | Mistral AI | 262K | — | — | $0.15 | $0.15 | 75 | |
| Mistral Large 3 2512 | Mistral AI | 262K | — | — | $0.50 | $1.50 | 57 | |
| Kimi K2 Thinking | Moonshot AI | 262K | 100K | 38% | $0.60 | $2.50 | 54 | |
| Qwen3 VL 8B Instruct | Alibaba | 262K | 33K | 13% | $0.12 | $0.45 | 78 | |
| Qwen3 VL 30B A3B Thinking | Alibaba | 262K | 33K | 13% | $0.20 | $2.40 | 71 | |
| Qwen3 VL 30B A3B Instruct | Alibaba | 262K | 16K | 6% | $0.15 | $0.60 | 75 | |
| Qwen3 VL 235B A22B Instruct | Alibaba | 262K | 33K | 13% | $0.21 | $1.90 | 71 | |
| Qwen3 Max | Alibaba | 262K | 66K | 25% | $0.78 | $3.90 | 49 | |
| Qwen3 Next 80B A3B Thinking | Alibaba | 262K | 262K | 100% | $0.15 | $1.20 | 75 | |
| Qwen3 Next 80B A3B Instruct | Alibaba | 262K | 16K | 6% | $0.09 | $1.10 | 80 | |
| Kimi K2 0905 | Moonshot AI | 262K | 100K | 38% | $0.60 | $2.50 | 54 | |
| Qwen3 Coder 30B A3B Instruct | Alibaba | 262K | 33K | 13% | $0.07 | $0.27 | 82 | |
| Qwen3 30B A3B Instruct 2507 | Alibaba | 262K | 32K | 12% | $0.05 | $0.19 | 84 | |
| Qwen3 235B A22B Thinking 2507 | Alibaba | 262K | — | — | $0.23 | $2.30 | 69 | |
| Qwen3 Coder 480B A35B | Alibaba | 262K | 66K | 25% | $0.30 | $1.00 | 65 | |
| Qwen3 235B A22B Instruct 2507 | Alibaba | 262K | 16K | 6% | $0.09 | $0.55 | 80 | |
| Gemma 3 27B | 262K | 131K | 50% | $0.08 | $0.45 | 81 | ||
| Falcon-H1-Arabic 34B Instruct | TII | 262K | 8K | 3% | Free | Free | 90 | |
| Falcon-H1-Arabic 7B Instruct | TII | 262K | 8K | 3% | Free | Free | 90 | |
| KAT-Coder-Air V2.5 | Kuaishou | 256K | 80K | 31% | $0.15 | $0.60 | 75 | |
| KAT-Coder-Pro V2.5 | Kuaishou | 256K | 80K | 31% | $0.74 | $2.96 | 50 | |
| North Mini Code (free) | Cohere | 256K | 64K | 25% | Free | Free | 90 | |
| Grok Build 0.1 | xAI | 256K | — | — | $1.00 | $2.00 | 45 | |
| Nemotron 3 Nano Omni (free) | NVIDIA | 256K | 66K | 26% | Free | Free | 90 | |
| Nemotron 3 Nano 30B A3B (free) | NVIDIA | 256K | — | — | Free | Free | 90 | |
| Jamba Large 1.7 | AI21 Labs | 256K | 4K | 2% | $2.00 | $8.00 | 35 | |
| Codestral 2508 | Mistral AI | 256K | — | — | $0.30 | $0.90 | 65 | |
| Mistral Small 3.2 24B | Mistral AI | 256K | 16K | 6% | $0.09 | $0.25 | 80 | |
| Command A | Cohere | 256K | 8K | 3% | $2.50 | $10.00 | 32 | |
| GLM 5.1 | Zhipu AI | 205K | 131K | 64% | $0.95 | $2.99 | 45 | |
| MiniMax M2.7 | MiniMax | 205K | 131K | 64% | $0.27 | $1.08 | 66 | |
| MiniMax M2.5 | MiniMax | 205K | 197K | 96% | $0.22 | $0.90 | 69 | |
| GLM 5 | Zhipu AI | 205K | 131K | 64% | $0.95 | $2.55 | 45 | |
| MiniMax M2.1 | MiniMax | 205K | 131K | 64% | $0.30 | $1.20 | 64 | |
| GLM 4.7 | Zhipu AI | 205K | 131K | 64% | $0.40 | $1.75 | 59 | |
| MiniMax M2 | MiniMax | 205K | 131K | 64% | $0.26 | $1.02 | 66 | |
| GLM 4.6 | Zhipu AI | 205K | 131K | 64% | $0.50 | $2.00 | 56 | |
| GLM 5V Turbo | Zhipu AI | 203K | 131K | 65% | $1.20 | $4.00 | 41 | |
| GLM 5 Turbo | Zhipu AI | 203K | 131K | 65% | $1.20 | $4.00 | 41 | |
| GLM 4.7 Flash | Zhipu AI | 203K | 16K | 8% | $0.06 | $0.40 | 81 | |
| Anthropic Claude Haiku Latest | ~anthropic | 200K | 64K | 32% | $1.00 | $5.00 | 44 | |
| Claude Opus 4.5 | Anthropic | 200K | 64K | 32% | $5.00 | $25.00 | 25 | |
| Claude Opus 4.5 (batch) | Anthropic | 200K | 64K | 32% | $2.50 | $12.50 | 31 | |
| Sonar Pro Search | Perplexity | 200K | 8K | 4% | $3.00 | $15.00 | 29 | |
| Claude Haiku 4.5 | Anthropic | 200K | 64K | 32% | $1.00 | $5.00 | 44 | |
| Claude Haiku 4.5 (batch) | Anthropic | 200K | 64K | 32% | $0.50 | $2.50 | 56 | |
| Claude Opus 4.1 | Anthropic | 200K | 32K | 16% | $15.00 | $75.00 | 18 | |
| Claude Opus 4.1 (batch) | Anthropic | 200K | 32K | 16% | $7.50 | $37.50 | 22 | |
| o3 Pro | OpenAI | 200K | 100K | 50% | $20.00 | $80.00 | 16 | |
| o3 Pro (batch) | OpenAI | 200K | 100K | 50% | $10.00 | $40.00 | 20 | |
| Claude Opus 4 | Anthropic | 200K | 32K | 16% | $15.00 | $75.00 | 18 | |
| o4 Mini High | OpenAI | 200K | 100K | 50% | $1.10 | $4.40 | 43 | |
| o4 Mini High (batch) | OpenAI | 200K | 100K | 50% | $0.55 | $2.20 | 54 | |
| o3 | OpenAI | 200K | 100K | 50% | $2.00 | $8.00 | 34 | |
| o3 (batch) | OpenAI | 200K | 100K | 50% | $1.00 | $4.00 | 44 | |
| o4 Mini | OpenAI | 200K | 100K | 50% | $1.10 | $4.40 | 43 | |
| o4 Mini (batch) | OpenAI | 200K | 100K | 50% | $0.55 | $2.20 | 54 | |
| o1-pro | OpenAI | 200K | 100K | 50% | $150.00 | $600.00 | 11 | |
| o1-pro (batch) | OpenAI | 200K | 100K | 50% | $75.00 | $300.00 | 12 | |
| Sonar Pro | Perplexity | 200K | 8K | 4% | $3.00 | $15.00 | 29 | |
| o3 Mini High | OpenAI | 200K | 100K | 50% | $1.10 | $4.40 | 43 | |
| o3 Mini High (batch) | OpenAI | 200K | 100K | 50% | $0.55 | $2.20 | 54 | |
| o3 Mini | OpenAI | 200K | 100K | 50% | $1.10 | $4.40 | 43 | |
| o3 Mini (batch) | OpenAI | 200K | 100K | 50% | $0.55 | $2.20 | 54 | |
| o1 | OpenAI | 200K | 100K | 50% | $15.00 | $60.00 | 18 | |
| o1 (batch) | OpenAI | 200K | 100K | 50% | $7.50 | $30.00 | 22 | |
| Claude 3 Haiku | Anthropic | 200K | 4K | 2% | $0.25 | $1.25 | 67 | |
| Composer 2 | Cursor | 200K | 66K | 33% | $0.50 | $2.50 | 56 | |
| Composer 2 Fast | Cursor | 200K | 66K | 33% | $1.50 | $7.50 | 38 | |
| DeepSeek V3.2 | DeepSeek | 164K | 164K | 100% | $0.26 | $0.38 | 65 | |
| DeepSeek V3.2 Exp | DeepSeek | 164K | 66K | 40% | $0.27 | $0.41 | 64 | |
| DeepSeek V3.1 Terminus | DeepSeek | 164K | 33K | 20% | $0.27 | $1.00 | 64 | |
| DeepSeek V3.1 | DeepSeek | 164K | 33K | 20% | $0.25 | $0.95 | 66 | |
| R1 0528 | DeepSeek | 164K | 33K | 20% | $0.50 | $2.15 | 55 | |
| DeepSeek V3 0324 | DeepSeek | 164K | 66K | 40% | $0.27 | $1.12 | 64 | |
| R1 | DeepSeek | 164K | 16K | 10% | $0.70 | $2.50 | 49 | |
| DeepSeek V3 | DeepSeek | 164K | 16K | 10% | $0.26 | $1.03 | 65 | |
| Aion-3.0-Mini | aion-labs | 131K | 33K | 25% | $0.70 | $1.40 | 48 | |
| Aion-3.0 | aion-labs | 131K | 33K | 25% | $3.00 | $6.00 | 28 | |
| Granite 4.1 8B | IBM | 131K | 131K | 100% | $0.05 | $0.10 | 79 | |
| Aion-2.0 | aion-labs | 131K | 33K | 25% | $0.80 | $1.60 | 46 | |
| Solar Pro 3 | Upstage | 131K | 131K | 100% | $0.15 | $0.60 | 71 | |
| GLM 4.6V | Zhipu AI | 131K | 33K | 25% | $0.30 | $0.90 | 62 | |
| Ministral 3 3B 2512 | Mistral AI | 131K | — | — | $0.10 | $0.10 | 75 | |
| gpt-oss-safeguard-20b | OpenAI | 131K | 66K | 50% | $0.07 | $0.30 | 77 | |
| Qwen3 VL 32B Instruct | Alibaba | 131K | 33K | 25% | $0.10 | $0.42 | 74 | |
| Qwen3 VL 8B Thinking | Alibaba | 131K | 33K | 25% | $0.18 | $2.10 | 69 | |
| Qwen3 VL 235B A22B Thinking | Alibaba | 131K | 33K | 25% | $0.40 | $4.00 | 57 | |
| Mistral Medium 3.1 | Mistral AI | 131K | — | — | $0.40 | $2.00 | 57 | |
| gpt-oss-120b | OpenAI | 131K | 131K | 100% | $0.04 | $0.17 | 81 | |
| gpt-oss-20b | OpenAI | 131K | 131K | 100% | $0.03 | $0.13 | 82 | |
| gpt-oss-20b (free) | OpenAI | 131K | 33K | 25% | Free | Free | 85 | |
| GLM 4.5 | Zhipu AI | 131K | 98K | 75% | $0.60 | $2.20 | 51 | |
| GLM 4.5 Air | Zhipu AI | 131K | 98K | 75% | $0.13 | $0.85 | 72 | |
| Kimi K2 0711 | Moonshot AI | 131K | 100K | 77% | $0.57 | $2.30 | 51 | |
| Hunyuan A13B Instruct | Tencent | 131K | 131K | 100% | $0.14 | $0.57 | 71 | |
| Mistral Medium 3 | Mistral AI | 131K | — | — | $0.40 | $2.00 | 57 | |
| Virtuoso Large | arcee-ai | 131K | 64K | 49% | $0.75 | $1.20 | 47 | |
| Qwen3 30B A3B | Alibaba | 131K | 16K | 13% | $0.12 | $0.50 | 73 | |
| Qwen3 8B | Alibaba | 131K | 8K | 6% | $0.12 | $0.45 | 73 | |
| Qwen3 14B | Alibaba | 131K | 8K | 6% | $0.23 | $0.91 | 66 | |
| Qwen3 32B | Alibaba | 131K | 16K | 13% | $0.08 | $0.28 | 77 | |
| Qwen3 235B A22B | Alibaba | 131K | 8K | 6% | $0.45 | $1.82 | 55 | |
| Gemma 3 4B | 131K | 16K | 13% | $0.05 | $0.10 | 79 | ||
| Gemma 3 12B | 131K | 16K | 13% | $0.05 | $0.15 | 79 | ||
| Llama 3.3 70B Instruct | Meta | 131K | 16K | 13% | $0.10 | $0.32 | 75 | |
| Mistral Large 2407 | Mistral AI | 131K | — | — | $2.00 | $6.00 | 33 | |
| Llama 3.2 3B Instruct | Meta | 131K | 131K | 100% | $0.05 | $0.33 | 79 | |
| Llama 3.1 70B Instruct | Meta | 131K | 16K | 13% | $0.40 | $0.40 | 57 | |
| Llama 3.1 8B Instruct | Meta | 131K | 131K | 100% | $0.05 | $0.08 | 79 | |
| Mistral Nemo | Mistral AI | 131K | 16K | 13% | $0.02 | $0.03 | 83 | |
| Falcon-H1-Arabic 3B Instruct | TII | 131K | 8K | 6% | Free | Free | 85 | |
| Granite 4.0 Micro | IBM | 131K | 131K | 100% | $0.02 | $0.11 | 83 | |
| Nemotron 3.5 Content Safety (free) | NVIDIA | 128K | 8K | 6% | Free | Free | 85 | |
| Mercury 2 | Inception | 128K | 50K | 39% | $0.25 | $0.75 | 64 | |
| GPT-5.3 Chat | OpenAI | 128K | 16K | 13% | $1.75 | $14.00 | 34 | |
| GPT Audio | OpenAI | 128K | 16K | 13% | $2.50 | $10.00 | 30 | |
| GPT Audio Mini | OpenAI | 128K | 16K | 13% | $0.60 | $2.40 | 51 | |
| GPT-5.2 Chat | OpenAI | 128K | 16K | 13% | $1.75 | $14.00 | 34 | |
| Cogito v2.1 671B | deepcogito | 128K | — | — | $1.25 | $1.25 | 39 | |
| Nemotron Nano 12B 2 VL (free) | NVIDIA | 128K | 128K | 100% | Free | Free | 85 | |
| Nemotron Nano 9B V2 (free) | NVIDIA | 128K | — | — | Free | Free | 85 | |
| UI-TARS 7B | ByteDance | 128K | 2K | 2% | $0.10 | $0.20 | 75 | |
| Mistral Small 3.1 24B | Mistral AI | 128K | 128K | 100% | $0.35 | $0.55 | 59 | |
| Sonar Reasoning Pro | Perplexity | 128K | — | — | $2.00 | $8.00 | 33 | |
| Sonar Deep Research | Perplexity | 128K | — | — | $2.00 | $8.00 | 33 | |
| Qwen2.5 VL 72B Instruct | Alibaba | 128K | — | — | $0.25 | $0.75 | 64 | |
| Command R7B (12-2024) | Cohere | 128K | 4K | 3% | $0.04 | $0.15 | 81 | |
| Nova Micro 1.0 | Amazon | 128K | 5K | 4% | $0.04 | $0.14 | 81 | |
| GPT-4o (2024-11-20) | OpenAI | 128K | 16K | 13% | $2.50 | $10.00 | 30 | |
| Command R (08-2024) | Cohere | 128K | 4K | 3% | $0.15 | $0.60 | 71 | |
| Command R+ (08-2024) | Cohere | 128K | 4K | 3% | $2.50 | $10.00 | 30 | |
| GPT-4o (2024-08-06) | OpenAI | 128K | 16K | 13% | $2.50 | $10.00 | 30 | |
| GPT-4o-mini | OpenAI | 128K | 16K | 13% | $0.15 | $0.60 | 71 | |
| GPT-4o-mini (2024-07-18) | OpenAI | 128K | 16K | 13% | $0.15 | $0.60 | 71 | |
| GPT-4o-mini (batch) | OpenAI | 128K | 16K | 13% | $0.07 | $0.30 | 77 | |
| GPT-4o | OpenAI | 128K | 16K | 13% | $2.50 | $10.00 | 30 | |
| GPT-4o (2024-05-13) | OpenAI | 128K | 4K | 3% | $5.00 | $15.00 | 24 | |
| GPT-4o (batch) | OpenAI | 128K | 16K | 13% | $1.25 | $5.00 | 39 | |
| GPT-4 Turbo | OpenAI | 128K | 4K | 3% | $10.00 | $30.00 | 19 | |
| GPT-4 Turbo (batch) | OpenAI | 128K | 4K | 3% | $5.00 | $15.00 | 24 | |
| Mistral Large | Mistral AI | 128K | — | — | $2.00 | $6.00 | 33 | |
| GPT-4 Turbo Preview | OpenAI | 128K | 4K | 3% | $10.00 | $30.00 | 19 | |
| Sonar | Perplexity | 127K | — | — | $1.00 | $1.00 | 42 | |
| ERNIE 4.5 VL 424B A47B | Baidu | 123K | 16K | 13% | $0.42 | $1.25 | 56 | |
| Qwen3 30B A3B Thinking 2507 | Alibaba | 82K | 33K | 40% | $0.20 | $2.40 | 65 | |
| MiniMax M2-her | MiniMax | 66K | 2K | 3% | $0.30 | $1.20 | 58 | |
| Olmo 3 32B Think | Allen AI | 66K | 66K | 100% | $0.15 | $0.50 | 67 | |
| GLM 4.5V | Zhipu AI | 66K | 16K | 25% | $0.60 | $1.80 | 48 | |
| Reka Flash 3 | rekaai | 66K | 66K | 100% | $0.10 | $0.20 | 70 | |
| Mixtral 8x22B Instruct | Mistral AI | 66K | — | — | $2.00 | $6.00 | 31 | |
| WizardLM-2 8x22B | Microsoft | 66K | 8K | 12% | $0.62 | $0.62 | 47 | |
| Llama 3.2 1B Instruct | Meta | 60K | 60K | 100% | $0.03 | $0.20 | 76 | |
| Perceptron Mk1 | perceptron | 33K | 8K | 25% | $0.15 | $1.50 | 62 | |
| Gemma 3n 4B | 33K | — | — | $0.06 | $0.12 | 69 | ||
| Saba | Mistral AI | 33K | — | — | $0.20 | $0.60 | 59 | |
| Mistral Small 3 | Mistral AI | 33K | 16K | 50% | $0.05 | $0.08 | 70 | |
| Qwen2.5 Coder 32B Instruct | Alibaba | 33K | 33K | 100% | $0.66 | $1.00 | 43 | |
| Qwen2.5 7B Instruct | Alibaba | 33K | 33K | 100% | $0.10 | $0.20 | 66 | |
| Qwen2.5 72B Instruct | Alibaba | 33K | 16K | 50% | $0.36 | $0.40 | 52 | |
| Falcon Arabic 7B Instruct | TII | 33K | 8K | 25% | Free | Free | 75 | |
| Falcon3 10B Instruct | TII | 33K | 8K | 25% | Free | Free | 75 | |
| Falcon3 7B Instruct | TII | 33K | 8K | 25% | Free | Free | 75 | |
| Falcon Mamba 7B Instruct | TII | 33K | 8K | 25% | Free | Free | 75 | |
| Voxtral Small 24B 2507 | Mistral AI | 32K | — | — | $0.10 | $0.30 | 66 | |
| GPT-3.5 Turbo 16k | OpenAI | 16K | 4K | 25% | $3.00 | $4.00 | 23 | |
| GPT-3.5 Turbo | OpenAI | 16K | 4K | 25% | $0.50 | $1.50 | 44 | |
| GPT-3.5 Turbo (batch) | OpenAI | 16K | 4K | 25% | $0.25 | $0.75 | 53 | |
| Reka Edge | rekaai | 16K | 16K | 100% | $0.10 | $0.10 | 62 | |
| Phi 4 | Microsoft | 16K | 16K | 100% | $0.07 | $0.14 | 64 | |
| R1 Distill Llama 70B | DeepSeek | 8K | 8K | 100% | $0.80 | $0.80 | 35 | |
| Gemma 2 27B | 8K | 2K | 25% | $0.65 | $0.65 | 38 | ||
| GPT-4 | OpenAI | 8K | 4K | 50% | $30.00 | $60.00 | 11 | |
| ALLaM 7B Instruct (preview) | HUMAIN | 4K | 4K | 100% | Free | Free | 60 | |
| ALLaM 1 13B Instruct | HUMAIN | 4K | 4K | 100% | $1.80 | $1.80 | 24 | |
| ALLaM 2 7B Instruct | HUMAIN | 4K | 4K | 100% | Free | Free | 60 | |
| ALLaM 34B | HUMAIN | 4K | 4K | 100% | Free | Free | 60 | |
| GPT-3.5 Turbo (older v0613) | OpenAI | 4K | 4K | 100% | $1.00 | $2.00 | 30 | |
| GPT-3.5 Turbo Instruct | OpenAI | 4K | 4K | 100% | $1.50 | $2.00 | 26 | |
| SWE-1.5 | Windsurf | — | — | — | Free | Free | 0 | |
| autofixer-01 | Vercel | — | — | — | Free | Free | 0 | |
| Mellum | JetBrains | — | — | — | Free | Free | 0 |
Capabilities:VisionFunctionsStreamingJSON ModeReasoningWeb SearchImage Output
Image Generation Models
| Model | Provider | Input $/1M | Output $/1M | Capabilities |
|---|---|---|---|---|
| GPT-5 Image | OpenAI | $10.00 | $10.00 | |
| GPT-5.4 Image 2 | OpenAI | $8.00 | $15.00 | |
| GPT-5 Image Mini | OpenAI | $2.50 | $2.00 | |
| Nano Banana Pro (Gemini 3 Pro Image) | $2.00 | $12.00 | ||
| Nano Banana Pro (Gemini 3 Pro Image Preview) | $2.00 | $12.00 | ||
| Nano Banana 2 (Gemini 3.1 Flash Image) | $0.50 | $3.00 | ||
| Nano Banana 2 (Gemini 3.1 Flash Image Preview) | $0.50 | $3.00 | ||
| Nano Banana (Gemini 2.5 Flash Image) | $0.30 | $2.50 | ||
| Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) | $0.25 | $1.50 | ||
| Midjourney v6.1 | Midjourney | Free | Free | |
| DALL-E 3 | OpenAI | Free | $40000.00 | |
| Stable Diffusion 3.5 | Stability AI | Free | $35000.00 | |
| FLUX.1 Pro | Black Forest Labs | Free | $50000.00 | |
| Ideogram 2.0 | Ideogram | Free | $80000.00 | |
| Recraft V3 | Recraft | Free | $40000.00 | |
| Imagen 3 | Free | $40000.00 | ||
| Adobe Firefly 3 | Adobe | Free | Free | |
| Leonardo Phoenix | Leonardo AI | Free | Free |
Frequently Asked Questions
AI speed is measured by time-to-first-token (TTFT) and tokens-per-second (TPS). TTFT measures how quickly the model starts responding. TPS measures how fast it generates output. Both matter for different use cases.
Speed varies by provider. Groq-hosted Llama achieves the fastest inference. Among major providers, Gemini Flash and GPT-4o Mini are consistently fast. Reasoning models like o3 and R1 are intentionally slower for better accuracy.
Smaller, faster models may sacrifice some quality. However, provider optimizations (quantization, speculative decoding) can speed up models without quality loss. The same model runs at different speeds on different providers.