Model-specific token counter
GPT-6 Astra Token Counter
Paste a prompt, count tokens, and see exactly what GPT-6 Astra would charge for the request before you ship it.
Provider
OpenAI
Input pricing
$10.00/M
Output pricing
$50.00/M
Market
LLM
376 comparable models
Your Text
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Cost Settings
Showing 0 tokens in your input text
500
016,000
1
110,000
This Model at Your Token Count
GPT-6 Astra
OpenAI
Input
$10.00/M
Output
$50.00/M
Cost / Call
$0.0250
Total Cost
$0.0250
$0.0250 more than the cheapest visible model for this exact prompt and call volume.
Cost Estimates376 models
| # | Provider | Model | Input $/M | Output $/M | Est. Cost/Call | Total Cost↑ |
|---|---|---|---|---|---|---|
| 1 | Mistral AI | Mistral Nemo | $0.02 | $0.03 | $0.000015 | $0.000015 |
| 2 | inclusionai | Ling 3.0 Flash | $0.02 | $0.06 | $0.000031 | $0.000031 |
| 3 | Mistral AI | Mistral Small 3 | $0.05 | $0.08 | $0.000040 | $0.000040 |
| 4 | Meta | Llama 3.1 8B Instruct | $0.05 | $0.08 | $0.000040 | $0.000040 |
| 5 | ~deepseek | DeepSeek V4 Flash Latest | $0.05 | $0.10 | $0.000050 | $0.000050 |
| 6 | Gemma 3 4B | $0.05 | $0.10 | $0.000050 | $0.000050 | |
| 7 | rekaai | Reka Edge | $0.10 | $0.10 | $0.000050 | $0.000050 |
| 8 | Mistral AI | Ministral 3 3B 2512 | $0.10 | $0.10 | $0.000050 | $0.000050 |
| 9 | IBM | Granite 4.0 Micro | $0.02 | $0.11 | $0.000056 | $0.000056 |
| 10 | Upstage | Solar Pro 4 | $0.03 | $0.12 | $0.000060 | $0.000060 |
| 11 | poolside | Laguna XS 2.1 | $0.06 | $0.12 | $0.000060 | $0.000060 |
| 12 | Alibaba | Qwen3.7 Flash | $0.03 | $0.13 | $0.000065 | $0.000065 |
| 13 | OpenAI | gpt-oss-20b | $0.03 | $0.13 | $0.000065 | $0.000065 |
| 14 | Amazon | Nova Micro 1.0 | $0.04 | $0.14 | $0.000070 | $0.000070 |
| 15 | Microsoft | Phi 4 | $0.07 | $0.14 | $0.000070 | $0.000070 |
| 16 | Cohere | Command R7B (12-2024) | $0.04 | $0.15 | $0.000075 | $0.000075 |
| 17 | Inception | Mercury 2.5 Preview | $0.04 | $0.15 | $0.000075 | $0.000075 |
| 18 | Gemma 3 12B | $0.05 | $0.15 | $0.000075 | $0.000075 | |
| 19 | IBM | Granite 4.2 8B | $0.10 | $0.15 | $0.000075 | $0.000075 |
| 20 | Alibaba | Qwen3.5-9B | $0.10 | $0.15 | $0.000075 | $0.000075 |
| 21 | Mistral AI | Ministral 3 8B 2512 | $0.15 | $0.15 | $0.000075 | $0.000075 |
| 22 | OpenAI | gpt-oss-120b | $0.04 | $0.17 | $0.000085 | $0.000085 |
| 23 | DeepSeek | DeepSeek V4 Flash 0423 | $0.09 | $0.17 | $0.000087 | $0.000087 |
| 24 | Tencent | Hy-MT2-1.8B | $0.04 | $0.18 | $0.000089 | $0.000089 |
| 25 | inclusionai | Ling 3.0 Flash Fin | $0.06 | $0.18 | $0.000090 | $0.000090 |
| 26 | DeepSeek | DeepSeek V4 Flash 0731 | $0.07 | $0.18 | $0.000090 | $0.000090 |
| 27 | poolside | Laguna S 2.1 | $0.09 | $0.18 | $0.000090 | $0.000090 |
| 28 | Meta | Llama Guard 4 12B | $0.18 | $0.18 | $0.000090 | $0.000090 |
| 29 | Alibaba | Qwen3 30B A3B Instruct 2507 | $0.05 | $0.19 | $0.000097 | $0.000097 |
| 30 | OpenAI | GPT-5 Nano (batch) | $0.02 | $0.20 | $0.000100 | $0.000100 |
| 31 | NVIDIA | Nemotron 3 Nano 30B A3B | $0.05 | $0.20 | $0.000100 | $0.000100 |
| 32 | OpenAI | gpt-oss-20b (batch) | $0.05 | $0.20 | $0.000100 | $0.000100 |
| 33 | Gemini 2.5 Flash Lite (batch) | $0.05 | $0.20 | $0.000100 | $0.000100 | |
| 34 | OpenAI | GPT-4.1 Nano (batch) | $0.05 | $0.20 | $0.000100 | $0.000100 |
| 35 | Mistral AI | Mistral Small 3.2 24B | $0.07 | $0.20 | $0.000100 | $0.000100 |
| 36 | NVIDIA | Nemotron 3.5 Lightning | $0.08 | $0.20 | $0.000100 | $0.000100 |
| 37 | meta | Muse Spark 1.3 Contributor | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 38 | meta | Muse Spark 1.2 Contributor | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 39 | ByteDance | UI-TARS 7B | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 40 | rekaai | Reka Flash 3 | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 41 | Alibaba | Qwen2.5 7B Instruct | $0.10 | $0.20 | $0.000100 | $0.000100 |
| 42 | NVIDIA | Nemotron 3.5 Content Safety | $0.20 | $0.20 | $0.000100 | $0.000100 |
| 43 | Mistral AI | Ministral 3 14B 2512 | $0.20 | $0.20 | $0.000100 | $0.000100 |
| 44 | Meta | Llama 3.2 1B Instruct | $0.03 | $0.20 | $0.0001 | $0.0001 |
| 45 | Amazon | Nova Lite 1.0 | $0.06 | $0.24 | $0.0001 | $0.0001 |
| 46 | Alibaba | Qwen3 14B | $0.12 | $0.24 | $0.0001 | $0.0001 |
| 47 | ~z-ai | GLM Flash Latest | $0.07 | $0.25 | $0.0001 | $0.0001 |
| 48 | Zhipu AI | GLM 5.3 Flash | $0.07 | $0.25 | $0.0001 | $0.0001 |
| 49 | Alibaba | Qwen3.5-9B (batch) | $0.17 | $0.25 | $0.0001 | $0.0001 |
| 50 | Alibaba | Qwen3.5-Flash | $0.07 | $0.26 | $0.0001 | $0.0001 |
| 51 | Alibaba | Qwen3 Coder 30B A3B Instruct | $0.07 | $0.28 | $0.0001 | $0.0001 |
| 52 | Alibaba | Qwen3 32B | $0.08 | $0.28 | $0.0001 | $0.0001 |
| 53 | DeepSeek | DeepSeek V4 Flash 0731 (batch) | $0.14 | $0.28 | $0.0001 | $0.0001 |
| 54 | Xiaomi | MiMo-V2.5 | $0.14 | $0.28 | $0.0001 | $0.0001 |
| 55 | Tencent | Hy-MT2-30B-A3B | $0.07 | $0.29 | $0.0001 | $0.0001 |
| 56 | Tencent | Hy-MT2-7B | $0.07 | $0.29 | $0.0001 | $0.0001 |
| 57 | ByteDance | Seed 1.6 Flash | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 58 | OpenAI | gpt-oss-safeguard-20b | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 59 | OpenAI | GPT-4o-mini (batch) | $0.07 | $0.30 | $0.0001 | $0.0001 |
| 60 | StepFun | Step 3.5 Flash | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 61 | Mistral AI | Voxtral Small 24B 2507 | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 62 | Meta | Llama 4 Scout | $0.10 | $0.30 | $0.0001 | $0.0001 |
| 63 | Meta | Llama 3.3 70B Instruct | $0.10 | $0.32 | $0.0002 | $0.0002 |
| 64 | Meta | Llama 3.2 3B Instruct | $0.05 | $0.33 | $0.0002 | $0.0002 |
| 65 | Tencent | Hy3 | $0.08 | $0.33 | $0.0002 | $0.0002 |
| 66 | Gemma 4 26B A4B | $0.07 | $0.34 | $0.0002 | $0.0002 | |
| 67 | Gemma 4 31B | $0.09 | $0.34 | $0.0002 | $0.0002 | |
| 68 | Alibaba | Qwen3 235B A22B Instruct 2507 | $0.09 | $0.35 | $0.0002 | $0.0002 |
| 69 | OpenAI | GPT-5 Nano | $0.05 | $0.40 | $0.0002 | $0.0002 |
| 70 | Zhipu AI | GLM 4.7 Flash | $0.06 | $0.40 | $0.0002 | $0.0002 |
| 71 | NVIDIA | Nemotron 3 Super | $0.08 | $0.40 | $0.0002 | $0.0002 |
| 72 | ByteDance | Seed-2.0-Mini | $0.10 | $0.40 | $0.0002 | $0.0002 |
| 73 | Gemini 2.5 Flash Lite | $0.10 | $0.40 | $0.0002 | $0.0002 | |
| 74 | OpenAI | GPT-4.1 Nano | $0.10 | $0.40 | $0.0002 | $0.0002 |
| 75 | DeepSeek | DeepSeek V3.2 | $0.27 | $0.40 | $0.0002 | $0.0002 |
| 76 | Alibaba | Qwen2.5 72B Instruct | $0.36 | $0.40 | $0.0002 | $0.0002 |
| 77 | Meta | Llama 3.1 70B Instruct | $0.40 | $0.40 | $0.0002 | $0.0002 |
| 78 | DeepSeek | DeepSeek V3.2 Exp | $0.27 | $0.41 | $0.0002 | $0.0002 |
| 79 | Alibaba | Qwen3 VL 32B Instruct | $0.10 | $0.42 | $0.0002 | $0.0002 |
| 80 | Gemma 3 27B | $0.08 | $0.45 | $0.0002 | $0.0002 | |
| 81 | Alibaba | Qwen3 VL 8B Instruct | $0.12 | $0.45 | $0.0002 | $0.0002 |
| 82 | Alibaba | Qwen3 8B | $0.12 | $0.45 | $0.0002 | $0.0002 |
| 83 | Alibaba | Qwen3.8 Flash | $0.15 | $0.47 | $0.0002 | $0.0002 |
| 84 | Alibaba | Qwen3 30B A3B | $0.12 | $0.50 | $0.0003 | $0.0003 |
| 85 | Zhipu AI | GLM 5.3 Flash (batch) | $0.15 | $0.50 | $0.0003 | $0.0003 |
| 86 | Mistral AI | Mistral Small 3.1 24B | $0.35 | $0.55 | $0.0003 | $0.0003 |
| 87 | Tencent | Hunyuan A13B Instruct | $0.14 | $0.57 | $0.0003 | $0.0003 |
| 88 | OpenAI | GPT-5.6 Luna Pro (batch) | $0.10 | $0.60 | $0.0003 | $0.0003 |
| 89 | OpenAI | GPT-5.6 Luna (batch) | $0.10 | $0.60 | $0.0003 | $0.0003 |
| 90 | Mistral AI | Mistral Small 4 | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 91 | Upstage | Solar Pro 3 | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 92 | Alibaba | Qwen3 VL 30B A3B Instruct | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 93 | OpenAI | gpt-oss-120b (batch) | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 94 | Cohere | Command R (08-2024) | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 95 | OpenAI | GPT-4o-mini | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 96 | OpenAI | GPT-4o-mini (2024-07-18) | $0.15 | $0.60 | $0.0003 | $0.0003 |
| 97 | Tencent | Hy3 preview | $0.18 | $0.60 | $0.0003 | $0.0003 |
| 98 | Mistral AI | Saba | $0.20 | $0.60 | $0.0003 | $0.0003 |
| 99 | Microsoft | WizardLM-2 8x22B | $0.62 | $0.62 | $0.0003 | $0.0003 |
| 100 | OpenAI | GPT-5.4 Nano (batch) | $0.10 | $0.63 | $0.0003 | $0.0003 |
| 101 | Gemma 2 27B | $0.65 | $0.65 | $0.0003 | $0.0003 | |
| 102 | DeepSeek | DeepSeek V4 Flash Vision Exp | $0.22 | $0.66 | $0.0003 | $0.0003 |
| 103 | Meta | Llama 4 Maverick | $0.20 | $0.70 | $0.0003 | $0.0003 |
| 104 | Alibaba | Qwen3.5-35B-A3B | $0.08 | $0.75 | $0.0004 | $0.0004 |
| 105 | Gemini 3.1 Flash Lite (batch) | $0.13 | $0.75 | $0.0004 | $0.0004 | |
| 106 | Inception | Mercury 2 | $0.25 | $0.75 | $0.0004 | $0.0004 |
| 107 | OpenAI | GPT-3.5 Turbo (batch) | $0.25 | $0.75 | $0.0004 | $0.0004 |
| 108 | Alibaba | Qwen Plus 0728 | $0.26 | $0.78 | $0.0004 | $0.0004 |
| 109 | Alibaba | Qwen-Plus | $0.26 | $0.78 | $0.0004 | $0.0004 |
| 110 | Alibaba | Qwen3 Coder Next | $0.12 | $0.80 | $0.0004 | $0.0004 |
| 111 | OpenAI | GPT-4.1 Mini (batch) | $0.20 | $0.80 | $0.0004 | $0.0004 |
| 112 | arcee-ai | Trinity Large Thinking | $0.25 | $0.80 | $0.0004 | $0.0004 |
| 113 | DeepSeek | R1 Distill Llama 70B | $0.80 | $0.80 | $0.0004 | $0.0004 |
| 114 | Zhipu AI | GLM 4.5 Air | $0.13 | $0.85 | $0.0004 | $0.0004 |
| 115 | Xiaomi | MiMo-V2.5-Pro | $0.43 | $0.87 | $0.0004 | $0.0004 |
| 116 | DeepSeek | DeepSeek V3 | $0.32 | $0.89 | $0.0004 | $0.0004 |
| 117 | Alibaba | Qwen3.6 35B A3B | $0.10 | $0.90 | $0.0004 | $0.0004 |
| 118 | Zhipu AI | GLM 4.6V | $0.30 | $0.90 | $0.0004 | $0.0004 |
| 119 | Mistral AI | Codestral 2508 | $0.30 | $0.90 | $0.0004 | $0.0004 |
| 120 | Gemma 4 31B (batch) | $0.39 | $0.97 | $0.0005 | $0.0005 | |
| 121 | Alibaba | Qwen3 Coder Flash | $0.20 | $0.97 | $0.0005 | $0.0005 |
| 122 | OpenAI | GPT-5 Mini (batch) | $0.13 | $1.00 | $0.0005 | $0.0005 |
| 123 | DeepSeek | DeepSeek V3 0324 | $0.25 | $1.00 | $0.0005 | $0.0005 |
| 124 | DeepSeek | DeepSeek V3.1 Terminus | $0.27 | $1.00 | $0.0005 | $0.0005 |
| 125 | Alibaba | Qwen3 Coder 480B A35B | $0.30 | $1.00 | $0.0005 | $0.0005 |
| 126 | Alibaba | Qwen2.5 Coder 32B Instruct | $0.66 | $1.00 | $0.0005 | $0.0005 |
| 127 | Alibaba | Qwen2.5 VL 72B Instruct | $0.80 | $1.00 | $0.0005 | $0.0005 |
| 128 | Perplexity | Sonar | $1.00 | $1.00 | $0.0005 | $0.0005 |
| 129 | MiniMax | MiniMax M2 | $0.26 | $1.02 | $0.0005 | $0.0005 |
| 130 | MiniMax | MiniMax M2.5 | $0.27 | $1.08 | $0.0005 | $0.0005 |
| 131 | Alibaba | Qwen3 Next 80B A3B Instruct | $0.10 | $1.10 | $0.0006 | $0.0006 |
| 132 | MiniMax | MiniMax-01 | $0.20 | $1.10 | $0.0006 | $0.0006 |
| 133 | meta | Muse Glimmer 30B | $0.30 | $1.10 | $0.0006 | $0.0006 |
| 134 | Alibaba | Qwen3.6 Flash | $0.19 | $1.13 | $0.0006 | $0.0006 |
| 135 | StepFun | Step 3.7 Flash | $0.20 | $1.15 | $0.0006 | $0.0006 |
| 136 | Alibaba | Qwen3 Next 80B A3B Thinking | $0.15 | $1.20 | $0.0006 | $0.0006 |
| 137 | OpenAI | GPT-5.6 Luna Pro | $0.20 | $1.20 | $0.0006 | $0.0006 |
| 138 | OpenAI | GPT-5.6 Luna | $0.20 | $1.20 | $0.0006 | $0.0006 |
| 139 | Meituan | LongCat 2.0 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 140 | MiniMax | MiniMax M3 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 141 | MiniMax | MiniMax M3 (batch) | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 142 | Kuaishou | KAT-Coder-Pro V2 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 143 | MiniMax | MiniMax M2.7 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 144 | MiniMax | MiniMax M2-her | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 145 | MiniMax | MiniMax M2.1 | $0.30 | $1.20 | $0.0006 | $0.0006 |
| 146 | thinkingmachines | Inkling Small | $0.45 | $1.20 | $0.0006 | $0.0006 |
| 147 | thinkingmachines | Inkling Small (batch) | $0.50 | $1.20 | $0.0006 | $0.0006 |
| 148 | Gemini 3.5 Flash Lite (batch) | $0.15 | $1.25 | $0.0006 | $0.0006 | |
| 149 | Gemini 2.5 Flash (batch) | $0.15 | $1.25 | $0.0006 | $0.0006 | |
| 150 | OpenAI | GPT-5.4 Nano | $0.20 | $1.25 | $0.0006 | $0.0006 |
| 151 | Anthropic | Claude 3 Haiku | $0.25 | $1.25 | $0.0006 | $0.0006 |
| 152 | Baidu | ERNIE 4.5 VL 424B A47B | $0.42 | $1.25 | $0.0006 | $0.0006 |
| 153 | Alibaba | Qwen3.7 Plus | $0.32 | $1.28 | $0.0006 | $0.0006 |
| 154 | aion-labs | Aion-3.0-Mini | $0.70 | $1.40 | $0.0007 | $0.0007 |
| 155 | perceptron | Perceptron Mk1 | $0.15 | $1.50 | $0.0008 | $0.0008 |
| 156 | Gemini 3.1 Flash Lite | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 157 | Gemini 3.1 Flash Lite Preview | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 158 | Gemini 3 Flash Preview (batch) | $0.25 | $1.50 | $0.0008 | $0.0008 | |
| 159 | meta | Muse Glimmer 30B (batch) | $0.35 | $1.50 | $0.0008 | $0.0008 |
| 160 | Mistral AI | Mistral Large 3 2512 | $0.50 | $1.50 | $0.0008 | $0.0008 |
| 161 | OpenAI | GPT-3.5 Turbo | $0.50 | $1.50 | $0.0008 | $0.0008 |
| 162 | Alibaba | Qwen3.5-27B | $0.20 | $1.56 | $0.0008 | $0.0008 |
| 163 | Alibaba | Qwen3.5 Plus 2026-02-15 | $0.26 | $1.56 | $0.0008 | $0.0008 |
| 164 | OpenAI | GPT-4.1 Mini | $0.40 | $1.60 | $0.0008 | $0.0008 |
| 165 | aion-labs | Aion-2.0 | $0.80 | $1.60 | $0.0008 | $0.0008 |
| 166 | DeepSeek | DeepSeek V3.1 | $0.55 | $1.65 | $0.0008 | $0.0008 |
| 167 | DeepSeek | DeepSeek V4 Pro 0813 | $0.58 | $1.74 | $0.0009 | $0.0009 |
| 168 | Zhipu AI | GLM 4.7 | $0.40 | $1.75 | $0.0009 | $0.0009 |
| 169 | Alibaba | Qwen3.5 Plus 2026-04-20 | $0.30 | $1.80 | $0.0009 | $0.0009 |
| 170 | Zhipu AI | GLM 4.5V | $0.60 | $1.80 | $0.0009 | $0.0009 |
| 171 | HUMAIN | ALLaM 1 13B Instruct | $1.80 | $1.80 | $0.0009 | $0.0009 |
| 172 | Alibaba | Qwen3 235B A22B | $0.45 | $1.82 | $0.0009 | $0.0009 |
| 173 | Gemini 3.8 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 174 | Gemini 3.7 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 175 | Gemini 3.6 Flash (batch) | $0.38 | $1.88 | $0.0009 | $0.0009 | |
| 176 | Alibaba | Qwen3 VL 235B A22B Instruct | $0.21 | $1.90 | $0.0009 | $0.0009 |
| 177 | Zhipu AI | GLM 5 | $0.60 | $1.92 | $0.0010 | $0.0010 |
| 178 | DeepSeek | DeepSeek V4 Pro 0423 | $0.97 | $1.94 | $0.0010 | $0.0010 |
| 179 | Alibaba | Qwen3.6 Plus | $0.33 | $1.95 | $0.0010 | $0.0010 |
| 180 | ByteDance | Seed-2.0-Lite | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 181 | ByteDance | Seed 1.6 | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 182 | OpenAI | GPT-5.1-Codex-Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 183 | OpenAI | GPT-5 Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 184 | Alibaba | Qwen3.6 27B | $0.30 | $2.00 | $0.0010 | $0.0010 |
| 185 | Mistral AI | Devstral 2 2512 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 186 | Mistral AI | Mistral Medium 3.1 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 187 | Mistral AI | Mistral Medium 3 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 188 | xAI | Grok Build 0.1 | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 189 | xAI | Grok 4.3 (batch) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 190 | OpenAI | GPT-3.5 Turbo (older v0613) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 191 | OpenAI | GPT-3.5 Turbo Instruct | $1.50 | $2.00 | $0.0010 | $0.0010 |
| 192 | Alibaba | Qwen3 VL 8B Thinking | $0.18 | $2.10 | $0.0010 | $0.0010 |
| 193 | DeepSeek | R1 0528 | $0.50 | $2.15 | $0.0011 | $0.0011 |
| 194 | Zhipu AI | GLM 4.6 | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 195 | MiniMax | MiniMax M1 | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 196 | OpenAI | o4 Mini (batch) | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 197 | OpenAI | o3 Mini (batch) | $0.55 | $2.20 | $0.0011 | $0.0011 |
| 198 | Zhipu AI | GLM 4.5 | $0.60 | $2.20 | $0.0011 | $0.0011 |
| 199 | OpenAI | GPT-5.4 Mini (batch) | $0.38 | $2.25 | $0.0011 | $0.0011 |
| 200 | Moonshot AI | Kimi K2.5 | $0.45 | $2.25 | $0.0011 | $0.0011 |
| 201 | Alibaba | Qwen3 235B A22B Thinking 2507 | $0.23 | $2.30 | $0.0011 | $0.0011 |
| 202 | Moonshot AI | Kimi K2 0711 | $0.57 | $2.30 | $0.0011 | $0.0011 |
| 203 | Alibaba | Qwen3 VL 30B A3B Thinking | $0.20 | $2.40 | $0.0012 | $0.0012 |
| 204 | Alibaba | Qwen3 30B A3B Thinking 2507 | $0.20 | $2.40 | $0.0012 | $0.0012 |
| 205 | Alibaba | Qwen3.5-122B-A10B | $0.29 | $2.40 | $0.0012 | $0.0012 |
| 206 | OpenAI | GPT Audio Mini | $0.60 | $2.40 | $0.0012 | $0.0012 |
| 207 | Gemini 3.5 Flash Lite | $0.30 | $2.50 | $0.0013 | $0.0013 | |
| 208 | Amazon | Nova 2 Lite | $0.30 | $2.50 | $0.0013 | $0.0013 |
| 209 | Gemini 2.5 Flash | $0.30 | $2.50 | $0.0013 | $0.0013 | |
| 210 | ByteDance | Seed 2.1 Turbo | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 211 | Anthropic | Claude Haiku 4.5 (batch) | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 212 | Cursor | Composer 2 | $0.50 | $2.50 | $0.0013 | $0.0013 |
| 213 | Moonshot AI | Kimi K2 Thinking | $0.60 | $2.50 | $0.0013 | $0.0013 |
| 214 | Moonshot AI | Kimi K2 0905 | $0.60 | $2.50 | $0.0013 | $0.0013 |
| 215 | DeepSeek | R1 | $0.70 | $2.50 | $0.0013 | $0.0013 |
| 216 | xAI | Grok 4.3 | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 217 | xAI | Grok 4.20 Multi-Agent | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 218 | xAI | Grok 4.20 | $1.25 | $2.50 | $0.0013 | $0.0013 |
| 219 | Tencent | Hy4 preview | $0.83 | $2.50 | $0.0013 | $0.0013 |
| 220 | Kuaishou | KAT-Coder-Pro V2.5 | $0.74 | $2.96 | $0.0015 | $0.0015 |
| 221 | Alibaba | Qwen3.8 27B | $0.42 | $3.00 | $0.0015 | $0.0015 |
| 222 | ByteDance | Seed-2.0-Code | $0.50 | $3.00 | $0.0015 | $0.0015 |
| 223 | Gemini 3 Flash Preview | $0.50 | $3.00 | $0.0015 | $0.0015 | |
| 224 | Zhipu AI | GLM 5.2 | $0.97 | $3.04 | $0.0015 | $0.0015 |
| 225 | Zhipu AI | GLM 5.1 | $0.97 | $3.04 | $0.0015 | $0.0015 |
| 226 | NVIDIA | Nemotron 3 Ultra | $0.63 | $3.13 | $0.0016 | $0.0016 |
| 227 | Amazon | Nova Pro 1.0 | $0.80 | $3.20 | $0.0016 | $0.0016 |
| 228 | Alibaba | Qwen3 Coder Plus | $0.65 | $3.25 | $0.0016 | $0.0016 |
| 229 | Moonshot AI | Kimi K2.7 Code | $0.66 | $3.40 | $0.0017 | $0.0017 |
| 230 | Alibaba | Qwen3.5 397B A17B | $0.55 | $3.50 | $0.0018 | $0.0018 |
| 231 | ~z-ai | GLM Latest | $1.15 | $3.50 | $0.0018 | $0.0018 |
| 232 | Gemini 3.8 Flash | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 233 | Gemini 3.7 Flash | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 234 | Gemini 3.6 Flash | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 235 | Mistral AI | Mistral Medium 3.5 (batch) | $0.75 | $3.75 | $0.0019 | $0.0019 |
| 236 | Google Gemini Flash Latest | $0.75 | $3.75 | $0.0019 | $0.0019 | |
| 237 | Alibaba | Qwen3 Max Thinking | $0.78 | $3.90 | $0.0019 | $0.0019 |
| 238 | Alibaba | Qwen3 Max | $0.78 | $3.90 | $0.0019 | $0.0019 |
| 239 | DeepSeek | DeepSeek V4 Pro 0813 (batch) | $1.32 | $3.96 | $0.0020 | $0.0020 |
| 240 | Alibaba | Qwen3 VL 235B A22B Thinking | $0.40 | $4.00 | $0.0020 | $0.0020 |
| 241 | sakana | Sakana Namazu | $0.95 | $4.00 | $0.0020 | $0.0020 |
| 242 | Moonshot AI | Kimi K2.6 | $0.95 | $4.00 | $0.0020 | $0.0020 |
| 243 | OpenAI | o3 (batch) | $1.00 | $4.00 | $0.0020 | $0.0020 |
| 244 | OpenAI | GPT-4.1 (batch) | $1.00 | $4.00 | $0.0020 | $0.0020 |
| 245 | Zhipu AI | GLM 5V Turbo | $1.20 | $4.00 | $0.0020 | $0.0020 |
| 246 | Zhipu AI | GLM 5 Turbo | $1.20 | $4.00 | $0.0020 | $0.0020 |
| 247 | OpenAI | GPT-3.5 Turbo 16k | $3.00 | $4.00 | $0.0020 | $0.0020 |
| 248 | thinkingmachines | Inkling | $1.00 | $4.05 | $0.0020 | $0.0020 |
| 249 | thinkingmachines | Inkling (batch) | $1.00 | $4.05 | $0.0020 | $0.0020 |
| 250 | meta | Muse Spark 1.3 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 251 | meta | Muse Spark 1.2 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 252 | meta | Muse Spark 1.1 | $1.25 | $4.25 | $0.0021 | $0.0021 |
| 253 | OpenAI | o4 Mini High | $1.10 | $4.40 | $0.0022 | $0.0022 |
| 254 | OpenAI | o4 Mini | $1.10 | $4.40 | $0.0022 | $0.0022 |
| 255 | OpenAI | o3 Mini High | $1.10 | $4.40 | $0.0022 | $0.0022 |
| 256 | OpenAI | o3 Mini | $1.10 | $4.40 | $0.0022 | $0.0022 |
| 257 | Zhipu AI | GLM 5.3 | $1.40 | $4.40 | $0.0022 | $0.0022 |
| 258 | Alibaba | Qwen3.7 Max | $1.48 | $4.42 | $0.0022 | $0.0022 |
| 259 | Gemini 3.5 Flash (batch) | $0.75 | $4.50 | $0.0023 | $0.0023 | |
| 260 | ~openai | OpenAI GPT Mini Latest | $0.75 | $4.50 | $0.0023 | $0.0023 |
| 261 | OpenAI | GPT-5.4 Mini | $0.75 | $4.50 | $0.0023 | $0.0023 |
| 262 | OpenAI | GPT-5.1 (batch) | $0.63 | $5.00 | $0.0025 | $0.0025 |
| 263 | OpenAI | GPT-5 (batch) | $0.63 | $5.00 | $0.0025 | $0.0025 |
| 264 | Gemini 2.5 Pro (batch) | $0.63 | $5.00 | $0.0025 | $0.0025 | |
| 265 | OpenAI | GPT-5.6 Sol Pro (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 266 | OpenAI | GPT-5.6 Sol (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 267 | Anthropic | Claude Sonnet 5 (batch) | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 268 | ~anthropic | Anthropic Claude Haiku Latest | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 269 | Anthropic | Claude Haiku 4.5 | $1.00 | $5.00 | $0.0025 | $0.0025 |
| 270 | OpenAI | GPT-4o (batch) | $1.25 | $5.00 | $0.0025 | $0.0025 |
| 271 | Writer | Palmyra X5 | $0.60 | $6.00 | $0.0030 | $0.0030 |
| 272 | OpenAI | GPT-5.6 Terra Pro (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 |
| 273 | OpenAI | GPT-5.6 Terra (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 |
| 274 | Gemini 3.1 Pro Preview (batch) | $1.00 | $6.00 | $0.0030 | $0.0030 | |
| 275 | Alibaba | Qwen3.8 2.4T A95B | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 276 | Alibaba | Qwen3.8 2.4T A95B (batch) | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 277 | xAI | Grok 4.6 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 278 | Alibaba | Qwen3.8 Max | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 279 | xAI | Grok 4.5 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 280 | ~x-ai | Grok Latest | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 281 | Mistral AI | Mistral Large 2407 | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 282 | Mistral AI | Mixtral 8x22B Instruct | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 283 | Mistral AI | Mistral Large | $2.00 | $6.00 | $0.0030 | $0.0030 |
| 284 | aion-labs | Aion-3.0 | $3.00 | $6.00 | $0.0030 | $0.0030 |
| 285 | Alibaba | Qwen3.6 Max Preview | $1.03 | $6.16 | $0.0031 | $0.0031 |
| 286 | OpenAI | GPT-5.2 (batch) | $0.88 | $7.00 | $0.0035 | $0.0035 |
| 287 | OpenAI | GPT-5.4 (batch) | $1.25 | $7.50 | $0.0037 | $0.0037 |
| 288 | Mistral AI | Mistral Medium 3.5 | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 289 | Anthropic | Claude Sonnet 4.6 (batch) | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 290 | Anthropic | Claude Sonnet 4.5 (batch) | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 291 | Cursor | Composer 2 Fast | $1.50 | $7.50 | $0.0037 | $0.0037 |
| 292 | OpenAI | o3 | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 293 | OpenAI | GPT-4.1 | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 294 | Perplexity | Sonar Reasoning Pro | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 295 | Perplexity | Sonar Deep Research | $2.00 | $8.00 | $0.0040 | $0.0040 |
| 296 | Gemini 3.5 Flash | $1.50 | $9.00 | $0.0045 | $0.0045 | |
| 297 | OpenAI | GPT-5.1-Codex-Max | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 298 | OpenAI | GPT-5.1 | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 299 | OpenAI | GPT-5.1-Codex | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 300 | OpenAI | GPT-5 | $1.25 | $10.00 | $0.0050 | $0.0050 |
| 301 | Gemini 2.5 Pro | $1.25 | $10.00 | $0.0050 | $0.0050 | |
| 302 | Gemini 2.5 Pro Preview 06-05 | $1.25 | $10.00 | $0.0050 | $0.0050 | |
| 303 | Gemini 2.5 Pro Preview 05-06 | $1.25 | $10.00 | $0.0050 | $0.0050 | |
| 304 | OpenAI | GPT-5.6 Sol Pro | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 305 | OpenAI | GPT-5.6 Sol | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 306 | Anthropic | Claude Sonnet 5 | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 307 | ~anthropic | Anthropic Claude Sonnet Latest | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 308 | ~openai | OpenAI GPT Latest | $2.00 | $10.00 | $0.0050 | $0.0050 |
| 309 | OpenAI | GPT Audio | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 310 | Cohere | Command A | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 311 | OpenAI | GPT-4o (2024-11-20) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 312 | Cohere | Command R+ (08-2024) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 313 | OpenAI | GPT-4o (2024-08-06) | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 314 | OpenAI | GPT-4o | $2.50 | $10.00 | $0.0050 | $0.0050 |
| 315 | OpenAI | GPT-5.6 Terra Pro | $2.00 | $12.00 | $0.0060 | $0.0060 |
| 316 | OpenAI | GPT-5.6 Terra | $2.00 | $12.00 | $0.0060 | $0.0060 |
| 317 | Google Gemini Pro Latest | $2.00 | $12.00 | $0.0060 | $0.0060 | |
| 318 | Gemini 3.1 Pro Preview Custom Tools | $2.00 | $12.00 | $0.0060 | $0.0060 | |
| 319 | Gemini 3.1 Pro Preview | $2.00 | $12.00 | $0.0060 | $0.0060 | |
| 320 | Anthropic | Claude Opus 5 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 321 | Anthropic | Claude Opus 4.8 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 322 | Anthropic | Claude Opus 4.7 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 323 | Anthropic | Claude Opus 4.6 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 324 | Anthropic | Claude Opus 4.5 (batch) | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 325 | Amazon | Nova Premier 1.0 | $2.50 | $12.50 | $0.0063 | $0.0063 |
| 326 | OpenAI | GPT-5.3-Codex | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 327 | OpenAI | GPT-5.2-Codex | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 328 | OpenAI | GPT-5.2 Chat | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 329 | OpenAI | GPT-5.2 | $1.75 | $14.00 | $0.0070 | $0.0070 |
| 330 | ~moonshotai | MoonshotAI Kimi Latest | $2.50 | $14.00 | $0.0070 | $0.0070 |
| 331 | OpenAI | GPT-5.5 (batch) | $2.50 | $15.00 | $0.0075 | $0.0075 |
| 332 | OpenAI | GPT-5.4 | $2.50 | $15.00 | $0.0075 | $0.0075 |
| 333 | Moonshot AI | Kimi K3 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 334 | Moonshot AI | Kimi K3 (batch) | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 335 | Anthropic | Claude Sonnet 4.6 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 336 | Perplexity | Sonar Pro Search | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 337 | Anthropic | Claude Sonnet 4.5 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 338 | Anthropic | Claude Sonnet 4 | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 339 | Perplexity | Sonar Pro | $3.00 | $15.00 | $0.0075 | $0.0075 |
| 340 | OpenAI | GPT-4o (2024-05-13) | $5.00 | $15.00 | $0.0075 | $0.0075 |
| 341 | OpenAI | GPT-4 Turbo (batch) | $5.00 | $15.00 | $0.0075 | $0.0075 |
| 342 | OpenAI | GPT-6 Astra (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 343 | OpenAI | GPT-6 Astra Pro (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 344 | Anthropic | Claude Fable 5.1 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 345 | Anthropic | Claude Opus 5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 346 | Anthropic | Claude Fable 5 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 347 | Anthropic | Claude Opus 4.8 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 348 | ~anthropic | Claude Opus Latest | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 349 | Anthropic | Claude Opus 4.7 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 350 | Anthropic | Claude Opus 4.6 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 351 | Anthropic | Claude Opus 4.5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 352 | sakana | Fugu Ultra | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 353 | OpenAI | GPT Chat Latest | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 354 | OpenAI | GPT-5.5 | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 355 | OpenAI | GPT-4 Turbo | $10.00 | $30.00 | $0.0150 | $0.0150 |
| 356 | OpenAI | GPT-4 Turbo Preview | $10.00 | $30.00 | $0.0150 | $0.0150 |
| 357 | Anthropic | Claude Opus 4.1 (batch) | $7.50 | $37.50 | $0.0187 | $0.0187 |
| 358 | OpenAI | GPT-6 AstraFocus | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 359 | OpenAI | GPT-6 Astra Pro | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 360 | Anthropic | Claude Fable 5.1 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 361 | ~anthropic | Claude Fable Latest | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 362 | Anthropic | Claude Fable 5 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 363 | OpenAI | GPT-5 Pro (batch) | $7.50 | $60.00 | $0.0300 | $0.0300 |
| 364 | OpenAI | o1 | $15.00 | $60.00 | $0.0300 | $0.0300 |
| 365 | OpenAI | GPT-4 | $30.00 | $60.00 | $0.0300 | $0.0300 |
| 366 | Anthropic | Claude Opus 4.1 | $15.00 | $75.00 | $0.0375 | $0.0375 |
| 367 | Anthropic | Claude Opus 4 | $15.00 | $75.00 | $0.0375 | $0.0375 |
| 368 | OpenAI | o3 Pro | $20.00 | $80.00 | $0.0400 | $0.0400 |
| 369 | OpenAI | GPT-5.2 Pro (batch) | $10.50 | $84.00 | $0.0420 | $0.0420 |
| 370 | OpenAI | GPT-5.5 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 371 | OpenAI | GPT-5.4 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 372 | OpenAI | GPT-5 Pro | $15.00 | $120.00 | $0.0600 | $0.0600 |
| 373 | OpenAI | GPT-5.2 Pro | $21.00 | $168.00 | $0.0840 | $0.0840 |
| 374 | OpenAI | GPT-5.5 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
| 375 | OpenAI | GPT-5.4 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
| 376 | OpenAI | o1-pro | $150.00 | $600.00 | $0.3000 | $0.3000 |
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 GPT-6 Astra's live input and output rates to estimate cost per call and total spend.
Cost only matters in context. Keeping GPT-6 Astra pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when GPT-6 Astra 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.