Model-specific token counter
stealth Crouton Alpha Token Counter
Paste a prompt, count tokens, and see exactly what stealth Crouton Alpha would charge for the request before you ship it.
Provider
stealth
Input pricing
$0.00/M
Output pricing
$0.00/M
Market
LLM
404 comparable models
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Cost Settings
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500
016,000
1
110,000
Cost Estimates404 models
| # | Provider | Model | Input $/M | Output $/M | Est. Cost/Call | Total Cost↑ |
|---|---|---|---|---|---|---|
| 1 | scaledown | Summarize | $0.04 | $0.00 | $0.00 | $0.00 |
| 2 | scaledown | Extract | $0.04 | $0.00 | $0.00 | $0.00 |
| 3 | Mistral AI | Mistral Nemo | $0.03 | $0.03 | $0.000015 | $0.000015 |
| 4 | inclusionai | Ling 3.0 Flash | $0.02 | $0.06 | $0.000031 | $0.000031 |
| 5 | Mistral AI | Mistral Small 3 | $0.05 | $0.08 | $0.000040 | $0.000040 |
| 6 | Meta | Llama 3.1 8B Instruct | $0.05 | $0.08 | $0.000040 | $0.000040 |
| 7 | ~z-ai | GLM Flash Latest | $0.03 | $0.08 | $0.000042 | $0.000042 |
| 8 | Zhipu AI | GLM 5.3 Flash | $0.03 | $0.08 | $0.000042 | $0.000042 |
| 9 | OpenAI | gpt-oss-120b | $0.02 | $0.09 | $0.000046 | $0.000046 |
| 10 | Gemma 3 4B | $0.05 | $0.10 | $0.000050 | $0.000050 | |
| 11 | rekaai | Reka Edge | $0.10 | $0.10 | $0.000050 | $0.000050 |
| 12 | Mistral AI | Ministral 3 3B 2512 | $0.10 | $0.10 | $0.000050 | $0.000050 |
| 13 | OpenAI | gpt-oss-20b (batch) | $0.02 | $0.11 | $0.000056 | $0.000056 |
| 14 | Alibaba | Qwen3.7 Flash | $0.03 | $0.13 | $0.000065 | $0.000065 |
| 15 | OpenAI | gpt-oss-20b | $0.03 | $0.13 | $0.000065 | $0.000065 |
| 16 | prism-ml | Ternary Bonsai 2 9B | $0.08 | $0.13 | $0.000065 | $0.000065 |
| 17 | OpenAI | gpt-oss-120b (batch) | $0.03 | $0.14 | $0.000068 | $0.000068 |
| 18 | Amazon | Nova Micro 1.0 | $0.04 | $0.14 | $0.000070 | $0.000070 |
| 19 | Microsoft | Phi 4 | $0.07 | $0.14 | $0.000070 | $0.000070 |
| 20 | inference-net | Schematron V2 Turbo | $0.03 | $0.15 | $0.000075 | $0.000075 |
| 21 | Cohere | Command R7B (12-2024) | $0.04 | $0.15 | $0.000075 | $0.000075 |
| 22 | Inception | Mercury 2.5 | $0.04 | $0.15 | $0.000075 | $0.000075 |
| 23 | DeepSeek | DeepSeek V4.1 Flash (batch) | $0.05 | $0.15 | $0.000075 | $0.000075 |
| 24 | Gemma 3 12B | $0.05 | $0.15 | $0.000075 | $0.000075 | |
| 25 | IBM | Granite 4.2 8B | $0.06 | $0.15 | $0.000075 | $0.000075 |
| 26 | Mistral AI | Ministral 3 8B 2512 | $0.15 | $0.15 | $0.000075 | $0.000075 |
| 27 | Tencent | Hy-MT2-1.8B | $0.04 | $0.18 | $0.000089 | $0.000089 |
| 28 | Zhipu AI | GLM 5.3 Flash (batch) | $0.05 | $0.18 | $0.000090 | $0.000090 |
| 29 | inclusionai | Ling 3.0 Flash VL | $0.06 | $0.18 | $0.000090 | $0.000090 |
| 30 | Meta | Llama Guard 4 12B | $0.18 | $0.18 | $0.000090 | $0.000090 |
| 31 | DeepSeek | DeepSeek V4 Flash 0423 | $0.09 | $0.18 | $0.000091 | $0.000091 |
| 32 | Gemma 4 26B A4B | $0.07 | $0.20 | $0.000099 | $0.000099 | |
| 33 | OpenAI | GPT-5 Nano (batch) | $0.02 | $0.20 | $0.000100 | $0.000100 |
| 34 | Upstage | Solar Mini 4 | $0.05 | $0.20 | $0.000100 | $0.000100 |
| 35 | OpenAI | GPT-4.1 Nano (batch) | $0.05 | $0.20 | $0.000100 | $0.000100 |
| 36 | NVIDIA | Nemotron 3.5 Lightning | $0.07 | $0.20 | $0.000100 | $0.000100 |
| 37 | Mistral AI | Mistral Small 3.2 24B | $0.07 | $0.20 | $0.000100 | $0.000100 |
| 38 | meta | Muse Spark 1.3 Contributor | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 39 | meta | Muse Spark 1.2 Contributor | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 40 | ByteDance | UI-TARS 7B | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 41 | rekaai | Reka Flash 3 | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 42 | Alibaba | Qwen2.5 7B Instruct | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 43 | NVIDIA | Nemotron 3.5 Content Safety | $0.20 | $0.20 | $0.000100 | $0.000100 |
| 44 | Mistral AI | Ministral 3 14B 2512 | $0.20 | $0.20 | $0.000100 | $0.000100 |
| 45 | Meta | Llama 3.2 1B Instruct | $0.03 | $0.20 | $0.0001 | $0.0001 |
| 46 | inclusionai | Ling 3.1 Flash | $0.07 | $0.22 | $0.0001 | $0.0001 |
| 47 | inference-net | Schematron V2 Small | $0.05 | $0.23 | $0.0001 | $0.0001 |
| 48 | NVIDIA | Nemotron 3 Nano 30B A3B | $0.06 | $0.24 | $0.0001 | $0.0001 |
| 49 | Amazon | Nova Lite 1.0 | $0.06 | $0.24 | $0.0001 | $0.0001 |
| 50 | Alibaba | Qwen3 14B | $0.12 | $0.24 | $0.0001 | $0.0001 |
| 51 | Anthropic | Claude Haiku 5.5 (batch) | $0.05 | $0.25 | $0.0001 | $0.0001 |
| 52 | OpenAI | GPT-6 Luna Pro (batch) | $0.05 | $0.25 | $0.0001 | $0.0001 |
| 53 | OpenAI | GPT-6 Luna (batch) | $0.05 | $0.25 | $0.0001 | $0.0001 |
| 54 | Alibaba | Qwen3.5-9B | $0.17 | $0.25 | $0.0001 | $0.0001 |
| 55 | Alibaba | Qwen3.5-Flash | $0.07 | $0.26 | $0.0001 | $0.0001 |
| 56 | Alibaba | Qwen3 32B | $0.08 | $0.28 | $0.0001 | $0.0001 |
| 57 | Xiaomi | MiMo-V2.6-Flash | $0.14 | $0.28 | $0.0001 | $0.0001 |
| 58 | Tencent | Hy-MT2-30B-A3B | $0.07 | $0.29 | $0.0001 | $0.0001 |
| 59 | Tencent | Hy-MT2-7B | $0.07 | $0.29 | $0.0001 | $0.0001 |
| 60 | ~deepseek | DeepSeek V4 Flash Latest | $0.06 | $0.30 | $0.0001 | $0.0001 |
| 61 | DeepSeek | DeepSeek V4 Flash 0731 | $0.06 | $0.30 | $0.0001 | $0.0001 |
| 62 | MiniMax | MiniMax M3.1 Flash | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 63 | ByteDance | Seed 1.6 Flash | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 64 | OpenAI | gpt-oss-safeguard-20b | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 65 | OpenAI | GPT-4o-mini (batch) | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 66 | StepFun | Step 3.5 Flash | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 67 | Mistral AI | Voxtral Small 24B 2507 | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 68 | Alibaba | Qwen3 30B A3B Instruct 2507 | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 69 | Meta | Llama 4 Scout | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 70 | ~deepseek | DeepSeek Flash Latest | $0.04 | $0.32 | $0.0002 | $0.0002 |
| 71 | Tencent | Hy3 | $0.08 | $0.33 | $0.0002 | $0.0002 |
| 72 | Meta | Llama 3.2 3B Instruct | $0.05 | $0.34 | $0.0002 | $0.0002 |
| 73 | Gemma 3 27B | $0.08 | $0.35 | $0.0002 | $0.0002 | |
| 74 | Inception | Mercury 3 | $0.10 | $0.35 | $0.0002 | $0.0002 |
| 75 | DeepSeek | DeepSeek V3.2 | $0.26 | $0.38 | $0.0002 | $0.0002 |
| 76 | OpenAI | GPT-5 Nano | $0.05 | $0.40 | $0.0002 | $0.0002 |
| 77 | Zhipu AI | GLM 4.7 Flash | $0.06 | $0.40 | $0.0002 | $0.0002 |
| 78 | ByteDance | Seed-2.0-Mini | $0.10 | $0.40 | $0.0002 | $0.0002 |
| 79 | Gemini 2.5 Flash Lite | $0.10 | $0.40 | $0.0002 | $0.0002 | |
| 80 | OpenAI | GPT-4.1 Nano | $0.10 | $0.40 | $0.0002 | $0.0002 |
| 81 | Gemma 4 31B | $0.20 | $0.40 | $0.0002 | $0.0002 | |
| 82 | Alibaba | Qwen2.5 72B Instruct | $0.36 | $0.40 | $0.0002 | $0.0002 |
| 83 | DeepSeek | DeepSeek V3.2 Exp | $0.27 | $0.41 | $0.0002 | $0.0002 |
| 84 | Alibaba | Qwen3.8 Omni Flash | $0.15 | $0.47 | $0.0002 | $0.0002 |
| 85 | Alibaba | Qwen3.8 Flash | $0.15 | $0.47 | $0.0002 | $0.0002 |
| 86 | DeepSeek | DeepSeek V4.1 Flash | $0.04 | $0.50 | $0.0003 | $0.0003 |
| 87 | particle-ai | Particle-1 | $0.05 | $0.50 | $0.0003 | $0.0003 |
| 88 | prism-ml | Ternary Bonsai 2 27B | $0.07 | $0.50 | $0.0003 | $0.0003 |
| 89 | Anthropic | Claude Haiku 5.5 | $0.10 | $0.50 | $0.0003 | $0.0003 |
| 90 | OpenAI | GPT-6 Luna Pro | $0.10 | $0.50 | $0.0003 | $0.0003 |
| 91 | OpenAI | GPT-6 Luna | $0.10 | $0.50 | $0.0003 | $0.0003 |
| 92 | ~openai | GPT Luna Latest | $0.10 | $0.50 | $0.0003 | $0.0003 |
| 93 | ~anthropic | Claude Haiku Latest | $0.10 | $0.50 | $0.0003 | $0.0003 |
| 94 | Alibaba | Qwen3 30B A3B | $0.12 | $0.50 | $0.0003 | $0.0003 |
| 95 | NVIDIA | Nemotron 3.5 Super VL | $0.15 | $0.50 | $0.0003 | $0.0003 |
| 96 | Liquid AI | LFM2.5-2.6B | $0.35 | $0.50 | $0.0003 | $0.0003 |
| 97 | Meta | Llama 3.3 70B Instruct | $0.20 | $0.52 | $0.0003 | $0.0003 |
| 98 | Mistral AI | Mistral Small 3.1 24B | $0.35 | $0.55 | $0.0003 | $0.0003 |
| 99 | Tencent | Hunyuan A13B Instruct | $0.14 | $0.57 | $0.0003 | $0.0003 |
| 100 | OpenAI | GPT-5.6 Luna Pro (batch) | $0.10 | $0.60 | $0.0003 | $0.0003 |
| 101 | OpenAI | GPT-5.6 Luna (batch) | $0.10 | $0.60 | $0.0003 | $0.0003 |
| 102 | DeepSeek | DeepSeek V4.1 Flash 1017 | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 103 | Upstage | Solar Pro 4 | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 104 | Mistral AI | Mistral Small 4 | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 105 | Alibaba | Qwen3 VL 30B A3B Instruct | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 106 | Alibaba | Qwen3 Coder 30B A3B Instruct | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 107 | Cohere | Command R (08-2024) | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 108 | OpenAI | GPT-4o-mini | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 109 | OpenAI | GPT-4o-mini (2024-07-18) | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 110 | Tencent | Hy3 preview | $0.18 | $0.60 | $0.0003 | $0.0003 |
| 111 | Mistral AI | Saba | $0.20 | $0.60 | $0.0003 | $0.0003 |
| 112 | OpenAI | GPT-5.4 Nano (batch) | $0.10 | $0.63 | $0.0003 | $0.0003 |
| 113 | DeepSeek | DeepSeek V4 Flash Vision Exp | $0.22 | $0.65 | $0.0003 | $0.0003 |
| 114 | Gemma 2 27B | $0.65 | $0.65 | $0.0003 | $0.0003 | |
| 115 | Meta | Llama 4 Maverick | $0.19 | $0.65 | $0.0003 | $0.0003 |
| 116 | Liquid AI | LFM2.5-24B-A2B | $0.05 | $0.70 | $0.0003 | $0.0003 |
| 117 | Meta | Llama 3.1 70B Instruct | $0.72 | $0.72 | $0.0004 | $0.0004 |
| 118 | Gemini 3.1 Flash Lite (batch) | $0.13 | $0.75 | $0.0004 | $0.0004 | |
| 119 | Inception | Mercury 2 | $0.25 | $0.75 | $0.0004 | $0.0004 |
| 120 | Alibaba | Qwen3 VL 8B Instruct | $0.25 | $0.75 | $0.0004 | $0.0004 |
| 121 | Alibaba | Qwen-Plus | $0.26 | $0.78 | $0.0004 | $0.0004 |
| 122 | Alibaba | Qwen3 Coder Next | $0.12 | $0.80 | $0.0004 | $0.0004 |
| 123 | Alibaba | Qwen3 235B A22B Instruct 2507 | $0.14 | $0.80 | $0.0004 | $0.0004 |
| 124 | OpenAI | GPT-4.1 Mini (batch) | $0.20 | $0.80 | $0.0004 | $0.0004 |
| 125 | Zhipu AI | GLM 4.5 Air | $0.13 | $0.85 | $0.0004 | $0.0004 |
| 126 | Xiaomi | MiMo-V2.6-Pro | $0.43 | $0.87 | $0.0004 | $0.0004 |
| 127 | Alibaba | Qwen3.6 35B A3B | $0.10 | $0.90 | $0.0004 | $0.0004 |
| 128 | Zhipu AI | GLM 4.6V | $0.30 | $0.90 | $0.0004 | $0.0004 |
| 129 | Mistral AI | Codestral 2508 | $0.30 | $0.90 | $0.0004 | $0.0004 |
| 130 | Alibaba | Qwen3.7 Plus (batch) | $0.23 | $0.92 | $0.0005 | $0.0005 |
| 131 | DeepSeek | DeepSeek V3.1 | $0.25 | $0.95 | $0.0005 | $0.0005 |
| 132 | MiniMax | MiniMax M2.5 | $0.27 | $0.95 | $0.0005 | $0.0005 |
| 133 | Alibaba | Qwen3 Coder Flash | $0.20 | $0.97 | $0.0005 | $0.0005 |
| 134 | OpenAI | GPT-5 Mini (batch) | $0.13 | $1.00 | $0.0005 | $0.0005 |
| 135 | Alibaba | Qwen3.5-35B-A3B | $0.14 | $1.00 | $0.0005 | $0.0005 |
| 136 | reflection | Beam 1.0 501B A23B | $0.25 | $1.00 | $0.0005 | $0.0005 |
| 137 | DeepSeek | DeepSeek V3.1 Terminus | $0.27 | $1.00 | $0.0005 | $0.0005 |
| 138 | Alibaba | Qwen3 VL 30B A3B Thinking | $0.29 | $1.00 | $0.0005 | $0.0005 |
| 139 | Alibaba | Qwen3 Coder 480B A35B | $0.30 | $1.00 | $0.0005 | $0.0005 |
| 140 | Alibaba | Qwen2.5 Coder 32B Instruct | $0.66 | $1.00 | $0.0005 | $0.0005 |
| 141 | Alibaba | Qwen2.5 VL 72B Instruct | $0.80 | $1.00 | $0.0005 | $0.0005 |
| 142 | Perplexity | Sonar | $1.00 | $1.00 | $0.0005 | $0.0005 |
| 143 | MiniMax | MiniMax M2 | $0.26 | $1.02 | $0.0005 | $0.0005 |
| 144 | DeepSeek | DeepSeek V3 | $0.26 | $1.03 | $0.0005 | $0.0005 |
| 145 | Alibaba | Qwen3 Next 80B A3B Instruct | $0.10 | $1.10 | $0.0006 | $0.0006 |
| 146 | MiniMax | MiniMax-01 | $0.20 | $1.10 | $0.0006 | $0.0006 |
| 147 | Alibaba | Qwen3.6 Flash | $0.19 | $1.13 | $0.0006 | $0.0006 |
| 148 | DeepSeek | DeepSeek V3 0324 | $0.29 | $1.14 | $0.0006 | $0.0006 |
| 149 | StepFun | Step 3.7 Flash | $0.20 | $1.15 | $0.0006 | $0.0006 |
| 150 | OpenAI | GPT-5.6 Luna Pro | $0.20 | $1.20 | $0.0006 | $0.0006 |
| 151 | OpenAI | GPT-5.6 Luna | $0.20 | $1.20 | $0.0006 | $0.0006 |
| 152 | meta | Muse Glimmer 30B | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 153 | Meituan | LongCat 2.0 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 154 | MiniMax | MiniMax M3 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 155 | MiniMax | MiniMax M2.7 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 156 | MiniMax | MiniMax M2-her | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 157 | MiniMax | MiniMax M2.1 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 158 | thinkingmachines | Inkling Small | $0.45 | $1.20 | $0.0006 | $0.0006 |
| 159 | Gemini 3.5 Flash Lite (batch) | $0.15 | $1.25 | $0.0006 | $0.0006 | |
| 160 | OpenAI | GPT-5.4 Nano | $0.20 | $1.25 | $0.0006 | $0.0006 |
| 161 | Zhipu AI | GLM 5.3 FlashX Legal | $0.37 | $1.25 | $0.0006 | $0.0006 |
| 162 | Zhipu AI | GLM 5.3 FlashX | $0.37 | $1.25 | $0.0006 | $0.0006 |
| 163 | Alibaba | Qwen3.7 Plus | $0.32 | $1.28 | $0.0006 | $0.0006 |
| 164 | ~z-ai | GLM Latest | $0.07 | $1.40 | $0.0007 | $0.0007 |
| 165 | aion-labs | Aion 3.5 Mini | $0.70 | $1.40 | $0.0007 | $0.0007 |
| 166 | aion-labs | Aion-3.0-Mini | $0.70 | $1.40 | $0.0007 | $0.0007 |
| 167 | perceptron | Perceptron Mk1.5 | $0.15 | $1.50 | $0.0008 | $0.0008 |
| 168 | perceptron | Perceptron Mk1 | $0.15 | $1.50 | $0.0008 | $0.0008 |
| 169 | Gemini 3.1 Flash Lite | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 170 | Gemini 3.1 Flash Lite Preview | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 171 | Gemini 3 Flash Preview (batch) | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 172 | Cohere | Command A+ | $0.30 | $1.50 | $0.0008 | $0.0008 |
| 173 | Mistral AI | Mistral Large 3 2512 | $0.50 | $1.50 | $0.0008 | $0.0008 |
| 174 | Alibaba | Qwen3.5 Plus 2026-02-15 | $0.26 | $1.56 | $0.0008 | $0.0008 |
| 175 | OpenAI | GPT-4.1 Mini | $0.40 | $1.60 | $0.0008 | $0.0008 |
| 176 | aion-labs | Aion-2.0 | $0.80 | $1.60 | $0.0008 | $0.0008 |
| 177 | Alibaba | Qwen3.5 Plus 2026-04-20 | $0.30 | $1.80 | $0.0009 | $0.0009 |
| 178 | Xiaomi | MiMo-V2.5-Pro | $0.48 | $1.80 | $0.0009 | $0.0009 |
| 179 | Zhipu AI | GLM 4.5V | $0.60 | $1.80 | $0.0009 | $0.0009 |
| 180 | HUMAIN | ALLaM 1 13B Instruct | $1.80 | $1.80 | $0.0009 | $0.0009 |
| 181 | Alibaba | Qwen3.8 27B | $0.15 | $1.88 | $0.0009 | $0.0009 |
| 182 | Gemini 3.8 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 183 | Gemini 3.7 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 184 | Gemini 3.6 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 185 | Alibaba | Qwen3 VL 235B A22B Instruct | $0.21 | $1.90 | $0.0009 | $0.0009 |
| 186 | Alibaba | Qwen3.6 Plus | $0.33 | $1.95 | $0.0010 | $0.0010 |
| 187 | ByteDance | Seed-2.0-Lite | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 188 | ByteDance | Seed 1.6 | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 189 | OpenAI | GPT-5.1-Codex-Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 190 | OpenAI | GPT-5 Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 191 | Xiaomi | MiMo-V2.5 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 192 | Mistral AI | Devstral 2 2512 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 193 | Mistral AI | Mistral Medium 3.1 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 194 | Mistral AI | Mistral Medium 3 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 195 | Zhipu AI | GLM 5.3 (batch) | $0.45 | $2.00 | $0.0010 | $0.0010 |
| 196 | Zhipu AI | GLM 4.6 | $0.50 | $2.00 | $0.0010 | $0.0010 |
| 197 | xAI | Grok Build 0.1 | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 198 | xAI | Grok 4.3 (batch) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 199 | OpenAI | GPT-3.5 Turbo (older v0613) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 200 | Alibaba | Qwen3.5-122B-A10B | $0.26 | $2.08 | $0.0010 | $0.0010 |
| 201 | Mistral AI | Mistral Large 4 | $0.70 | $2.10 | $0.0010 | $0.0010 |
| 202 | DeepSeek | R1 0528 | $0.50 | $2.15 | $0.0011 | $0.0011 |
| 203 | MiniMax | MiniMax M1 | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 204 | OpenAI | o4 Mini (batch) | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 205 | OpenAI | o3 Mini (batch) | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 206 | Zhipu AI | GLM 4.7 | $0.60 | $2.20 | $0.0011 | $0.0011 |
| 207 | Zhipu AI | GLM 4.5 | $0.60 | $2.20 | $0.0011 | $0.0011 |
| 208 | OpenAI | GPT-5.4 Mini (batch) | $0.38 | $2.25 | $0.0011 | $0.0011 |
| 209 | Tencent | Hy4 preview | $0.75 | $2.25 | $0.0011 | $0.0011 |
| 210 | Moonshot AI | Kimi K2 0711 | $0.57 | $2.30 | $0.0011 | $0.0011 |
| 211 | NVIDIA | Nemotron 3 Super | $0.30 | $2.40 | $0.0012 | $0.0012 |
| 212 | NVIDIA | Nemotron 3 Ultra | $0.60 | $2.40 | $0.0012 | $0.0012 |
| 213 | OpenAI | GPT Audio Mini | $0.60 | $2.40 | $0.0012 | $0.0012 |
| 214 | moondream | Moondream 3 Preview | $0.30 | $2.50 | $0.0013 | $0.0013 |
| 215 | moondream | Moondream 3.1 | $0.30 | $2.50 | $0.0013 | $0.0013 |
| 216 | Gemini 3.5 Flash Lite | $0.30 | $2.50 | $0.0013 | $0.0013 | |
| 217 | Amazon | Nova 2 Lite | $0.30 | $2.50 | $0.0013 | $0.0013 |
| 218 | Gemini 2.5 Flash | $0.30 | $2.50 | $0.0013 | $0.0013 | |
| 219 | OpenAI | GPT-6.1 Terra Pro (batch) | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 220 | OpenAI | GPT-6.1 Terra (batch) | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 221 | ByteDance | Seed 2.1 Turbo | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 222 | Moonshot AI | Kimi K2.5 | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 223 | Anthropic | Claude Haiku 4.5 (batch) | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 224 | Cursor | Composer 2 | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 225 | Moonshot AI | Kimi K2 Thinking | $0.60 | $2.50 | $0.0013 | $0.0013 |
| 226 | Moonshot AI | Kimi K2 0905 | $0.60 | $2.50 | $0.0013 | $0.0013 |
| 227 | xAI | Grok 4.3 | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 228 | xAI | Grok 4.20 Multi-Agent | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 229 | xAI | Grok 4.20 | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 230 | Alibaba | Qwen3.5-27B | $0.26 | $2.60 | $0.0013 | $0.0013 |
| 231 | Alibaba | Qwen3.6 27B | $0.45 | $2.70 | $0.0014 | $0.0014 |
| 232 | StepFun | Step 5 Preview | $1.00 | $2.70 | $0.0014 | $0.0014 |
| 233 | ByteDance | Seed-2.0-Code | $0.50 | $3.00 | $0.0015 | $0.0015 |
| 234 | Gemini 3 Flash Preview | $0.50 | $3.00 | $0.0015 | $0.0015 | |
| 235 | elorian | Glimpse | $0.60 | $3.00 | $0.0015 | $0.0015 |
| 236 | unbiased | Pareto 26.10 | $0.80 | $3.20 | $0.0016 | $0.0016 |
| 237 | ~unbiased | Pareto Latest | $0.80 | $3.20 | $0.0016 | $0.0016 |
| 238 | Amazon | Nova Pro 1.0 | $0.80 | $3.20 | $0.0016 | $0.0016 |
| 239 | Zhipu AI | GLM 5 | $1.00 | $3.20 | $0.0016 | $0.0016 |
| 240 | DeepSeek | DeepSeek V4 Pro 0423 | $1.60 | $3.20 | $0.0016 | $0.0016 |
| 241 | Moonshot AI | Kimi K2.6 | $0.65 | $3.41 | $0.0017 | $0.0017 |
| 242 | Alibaba | Qwen3 235B A22B Thinking 2507 | $0.45 | $3.50 | $0.0018 | $0.0018 |
| 243 | Moonshot AI | Kimi K2.7 Code | $0.60 | $3.50 | $0.0018 | $0.0018 |
| 244 | Zhipu AI | GLM 5.3 | $0.08 | $3.60 | $0.0018 | $0.0018 |
| 245 | Alibaba | Qwen3.5 397B A17B | $0.50 | $3.60 | $0.0018 | $0.0018 |
| 246 | Gemini 3.7 Flash | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 247 | Gemini 3.6 Flash | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 248 | Mistral AI | Mistral Medium 3.5 (batch) | $0.75 | $3.75 | $0.0019 | $0.0019 |
| 249 | Gemini Flash Latest | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 250 | DeepSeek | DeepSeek V4 Pro 0813 | $0.11 | $4.00 | $0.0020 | $0.0020 |
| 251 | sakana | Sakana Namazu | $0.95 | $4.00 | $0.0020 | $0.0020 |
| 252 | OpenAI | o3 (batch) | $1.00 | $4.00 | $0.0020 | $0.0020 |
| 253 | OpenAI | GPT-4.1 (batch) | $1.00 | $4.00 | $0.0020 | $0.0020 |
| 254 | Zhipu AI | GLM 5V Turbo | $1.20 | $4.00 | $0.0020 | $0.0020 |
| 255 | Zhipu AI | GLM 5 Turbo | $1.20 | $4.00 | $0.0020 | $0.0020 |
| 256 | OpenAI | GPT-3.5 Turbo 16k | $3.00 | $4.00 | $0.0020 | $0.0020 |
| 257 | thinkingmachines | Inkling | $1.00 | $4.05 | $0.0020 | $0.0020 |
| 258 | Gemini 3.8 Flash | $0.83 | $4.13 | $0.0021 | $0.0021 | |
| 259 | meta | Muse Spark Open | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 260 | meta | Muse Spark 1.3 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 261 | meta | Muse Spark 1.2 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 262 | meta | Muse Spark 1.1 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 263 | Zhipu AI | GLM 5.1 | $1.40 | $4.40 | $0.0022 | $0.0022 |
| 264 | Alibaba | Qwen3.7 Max | $1.48 | $4.42 | $0.0022 | $0.0022 |
| 265 | Gemini 3.5 Flash (batch) | $0.75 | $4.50 | $0.0023 | $0.0023 | |
| 266 | ~openai | GPT Mini Latest | $0.75 | $4.50 | $0.0023 | $0.0023 |
| 267 | OpenAI | GPT-5.4 Mini | $0.75 | $4.50 | $0.0023 | $0.0023 |
| 268 | xAI | Grok 4.7 (batch) | $1.60 | $4.80 | $0.0024 | $0.0024 |
| 269 | xAI | Grok 4.6 (batch) | $1.60 | $4.80 | $0.0024 | $0.0024 |
| 270 | OpenAI | GPT-5.1 (batch) | $0.63 | $5.00 | $0.0025 | $0.0025 |
| 271 | OpenAI | GPT-5 (batch) | $0.63 | $5.00 | $0.0025 | $0.0025 |
| 272 | OpenAI | GPT-6.1 Terra Pro | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 273 | OpenAI | GPT-6.1 Terra | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 274 | Gemini 4 Argon (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 | |
| 275 | OpenAI | GPT-6.1 Sol Pro (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 276 | OpenAI | GPT-6.1 Sol (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 277 | Anthropic | Claude Sonnet 5.5 (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 278 | OpenAI | GPT-6 Sol Pro (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 279 | OpenAI | GPT-6 Sol (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 280 | ~openai | GPT Terra Latest | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 281 | Anthropic | Claude Sonnet 5 (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 282 | Anthropic | Claude Haiku 4.5 | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 283 | OpenAI | GPT-4o (batch) | $1.25 | $5.00 | $0.0025 | $0.0025 |
| 284 | Writer | Palmyra X5 | $0.60 | $6.00 | $0.0030 | $0.0030 |
| 285 | OpenAI | GPT-5.6 Terra Pro (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 |
| 286 | OpenAI | GPT-5.6 Terra (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 |
| 287 | Gemini 3.1 Pro Preview (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 | |
| 288 | xAI | Grok 4.7 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 289 | sakana | Fugu Max | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 290 | Alibaba | Qwen3.8 Max (0902) | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 291 | Alibaba | Qwen3.8 2.4T A95B | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 292 | xAI | Grok 4.6 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 293 | xAI | Grok 4.5 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 294 | ~x-ai | Grok Latest | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 295 | Mistral AI | Mistral Large 2407 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 296 | Mistral AI | Mixtral 8x22B Instruct | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 297 | Mistral AI | Mistral Large | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 298 | aion-labs | Aion 3.5 | $3.00 | $6.00 | $0.0030 | $0.0030 |
| 299 | aion-labs | Aion-3.0 | $3.00 | $6.00 | $0.0030 | $0.0030 |
| 300 | Zhipu AI | GLM 5.2 | $0.0060 | $6.80 | $0.0034 | $0.0034 |
| 301 | OpenAI | GPT-5.2 (batch) | $0.88 | $7.00 | $0.0035 | $0.0035 |
| 302 | OpenAI | GPT-5.4 (batch) | $1.25 | $7.50 | $0.0037 | $0.0037 |
| 303 | Mistral AI | Mistral Medium 3.5 | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 304 | Anthropic | Claude Sonnet 4.6 (batch) | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 305 | Anthropic | Claude Sonnet 4.5 (batch) | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 306 | Cursor | Composer 2 Fast | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 307 | unbiased | Pareto 26.9 | $2.50 | $7.50 | $0.0037 | $0.0037 |
| 308 | ~deepseek | DeepSeek Pro Latest | $0.10 | $8.00 | $0.0040 | $0.0040 |
| 309 | OpenAI | o3 | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 310 | OpenAI | GPT-4.1 | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 311 | Perplexity | Sonar Reasoning Pro | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 312 | Perplexity | Sonar Deep Research | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 313 | Xiaomi | MiMo-V2.6-Pro-UltraSpeed | $4.35 | $8.70 | $0.0043 | $0.0043 |
| 314 | Zhipu AI | GLM 5.3 Prime | $2.80 | $8.80 | $0.0044 | $0.0044 |
| 315 | Gemini 3.5 Flash | $1.50 | $9.00 | $0.0045 | $0.0045 | |
| 316 | OpenAI | GPT-5.1-Codex-Max | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 317 | OpenAI | GPT-5.1 | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 318 | OpenAI | GPT-5.1-Codex | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 319 | OpenAI | GPT-5 | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 320 | Gemini 2.5 Pro | $1.25 | $10.00 | $0.0050 | $0.0050 | |
| 321 | Gemini 2.5 Pro Preview 06-05 | $1.25 | $10.00 | $0.0050 | $0.0050 | |
| 322 | Moonshot AI | Kimi K3.1 Pro | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 323 | Gemini 4 Argon | $2.00 | $10.00 | $0.0050 | $0.0050 | |
| 324 | OpenAI | GPT-6.1 Sol Pro | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 325 | OpenAI | GPT-6.1 Sol | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 326 | Anthropic | Claude Sonnet 5.5 | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 327 | OpenAI | GPT-6 Sol Pro | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 328 | OpenAI | GPT-6 Sol | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 329 | Anthropic | Claude Opus 5.5 (batch) | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 330 | ~openai | GPT Sol Latest | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 331 | OpenAI | GPT-5.6 Sol Pro (batch) | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 332 | OpenAI | GPT-5.6 Sol (batch) | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 333 | Anthropic | Claude Sonnet 5 | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 334 | Gemini Pro Latest | $2.00 | $10.00 | $0.0050 | $0.0050 | |
| 335 | ~anthropic | Claude Sonnet Latest | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 336 | OpenAI | GPT Audio | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 337 | Cohere | Command A | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 338 | OpenAI | GPT-4o (2024-11-20) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 339 | Cohere | Command R+ (08-2024) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 340 | OpenAI | GPT-4o (2024-08-06) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 341 | OpenAI | GPT-4o | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 342 | ~moonshotai | Kimi Latest | $0.15 | $10.16 | $0.0051 | $0.0051 |
| 343 | Moonshot AI | Kimi K3 (batch) | $2.28 | $11.40 | $0.0057 | $0.0057 |
| 344 | OpenAI | GPT-5.6 Terra Pro | $2.00 | $12.00 | $0.0060 | $0.0060 |
| 345 | OpenAI | GPT-5.6 Terra | $2.00 | $12.00 | $0.0060 | $0.0060 |
| 346 | Gemini 3.1 Pro Preview Custom Tools | $2.00 | $12.00 | $0.0060 | $0.0060 | |
| 347 | Gemini 3.1 Pro Preview | $2.00 | $12.00 | $0.0060 | $0.0060 | |
| 348 | Alibaba | Qwen3.8 Max Prime | $4.00 | $12.00 | $0.0060 | $0.0060 |
| 349 | Anthropic | Claude Opus 5 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 350 | Anthropic | Claude Opus 4.8 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 351 | Anthropic | Claude Opus 4.7 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 352 | Anthropic | Claude Opus 4.6 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 353 | Anthropic | Claude Opus 4.5 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 354 | Amazon | Nova Premier 1.0 | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 355 | OpenAI | GPT-5.3-Codex | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 356 | OpenAI | GPT-5.2-Codex | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 357 | OpenAI | GPT-5.2 Chat | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 358 | OpenAI | GPT-5.2 | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 359 | OpenAI | GPT-5.5 (batch) | $2.50 | $15.00 | $0.0075 | $0.0075 |
| 360 | OpenAI | GPT-5.4 | $2.50 | $15.00 | $0.0075 | $0.0075 |
| 361 | fireworks | Ember-1 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 362 | Anthropic | Claude Sonnet 4.6 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 363 | Perplexity | Sonar Pro Search | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 364 | Anthropic | Claude Sonnet 4.5 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 365 | Perplexity | Sonar Pro | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 366 | OpenAI | GPT-4o (2024-05-13) | $5.00 | $15.00 | $0.0075 | $0.0075 |
| 367 | OpenAI | GPT-4 Turbo (batch) | $5.00 | $15.00 | $0.0075 | $0.0075 |
| 368 | Moonshot AI | Kimi K3 | $0.19 | $16.00 | $0.0080 | $0.0080 |
| 369 | meta | Muse Wonder | $4.00 | $20.00 | $0.0100 | $0.0100 |
| 370 | Anthropic | Claude Opus 5.5 | $4.00 | $20.00 | $0.0100 | $0.0100 |
| 371 | OpenAI | GPT-5.6 Sol Pro | $4.00 | $20.00 | $0.0100 | $0.0100 |
| 372 | OpenAI | GPT-5.6 Sol | $4.00 | $20.00 | $0.0100 | $0.0100 |
| 373 | ~anthropic | Claude Opus Latest | $4.00 | $20.00 | $0.0100 | $0.0100 |
| 374 | OpenAI | GPT-6 Astra (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 375 | OpenAI | GPT-6 Astra Pro (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 376 | Anthropic | Claude Fable 5.1 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 377 | Anthropic | Claude Opus 5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 378 | Anthropic | Claude Fable 5 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 379 | Anthropic | Claude Opus 4.8 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 380 | Anthropic | Claude Opus 4.7 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 381 | Anthropic | Claude Opus 4.6 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 382 | Anthropic | Claude Opus 4.5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 383 | sakana | Fugu Ultra v2 | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 384 | sakana | Fugu Ultra | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 385 | OpenAI | GPT Chat Latest | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 386 | OpenAI | GPT-5.5 | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 387 | Anthropic | Claude Opus 4.1 (batch) | $7.50 | $37.50 | $0.0187 | $0.0187 |
| 388 | ~openai | GPT Astra Latest | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 389 | OpenAI | GPT-6 Astra | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 390 | OpenAI | GPT-6 Astra Pro | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 391 | Anthropic | Claude Fable 5.1 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 392 | ~anthropic | Claude Fable Latest | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 393 | Anthropic | Claude Fable 5 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 394 | OpenAI | GPT-5 Pro (batch) | $7.50 | $60.00 | $0.0300 | $0.0300 |
| 395 | OpenAI | GPT-4 | $30.00 | $60.00 | $0.0300 | $0.0300 |
| 396 | Anthropic | Claude Opus 4.1 | $15.00 | $75.00 | $0.0375 | $0.0375 |
| 397 | OpenAI | o3 Pro | $20.00 | $80.00 | $0.0400 | $0.0400 |
| 398 | OpenAI | GPT-5.2 Pro (batch) | $10.50 | $84.00 | $0.0420 | $0.0420 |
| 399 | OpenAI | GPT-5.5 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 400 | OpenAI | GPT-5.4 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 401 | OpenAI | GPT-5 Pro | $15.00 | $120.00 | $0.0600 | $0.0600 |
| 402 | OpenAI | GPT-5.2 Pro | $21.00 | $168.00 | $0.0840 | $0.0840 |
| 403 | OpenAI | GPT-5.5 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
| 404 | OpenAI | GPT-5.4 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
How token counting works
This tool estimates token counts using a ~4 characters per token approximation, which is widely accurate for English text across most major tokenizers (GPT, Claude, Gemini). Actual token counts may vary by 10-20% depending on the model's specific tokenizer, language, and content type. All pricing data is sourced from real-time API pricing and updated hourly.
Frequently Asked Questions
This page uses the same approximate token counting logic as the main token counter, then applies Crouton Alpha's live input and output rates to estimate cost per call and total spend.
Cost only matters in context. Keeping Crouton Alpha pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when Crouton Alpha still justifies its rate.
Yes. Adjust the expected response length and API call volume below to move from a single prompt estimate to a larger usage scenario.