Model-specific token counter
inclusionai Ling 3.0 Flash Token Counter
Paste a prompt, count tokens, and see exactly what inclusionai Ling 3.0 Flash would charge for the request before you ship it.
Provider
inclusionai
Input pricing
$0.02/M
Output pricing
$0.06/M
Market
LLM
372 comparable models
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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
Ling 3.0 Flash
inclusionai
Input
$0.02/M
Output
$0.06/M
Cost / Call
$0.000031
Total Cost
$0.000031
$0.000017 more than the cheapest visible model for this exact prompt and call volume.
Cost Estimates372 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 FlashFocus | $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 | $0.18 | $0.000088 | $0.000088 |
| 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 | Alibaba | Qwen3.6 Plus | $0.33 | $1.95 | $0.0010 | $0.0010 |
| 179 | ByteDance | Seed-2.0-Lite | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 180 | ByteDance | Seed 1.6 | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 181 | OpenAI | GPT-5.1-Codex-Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 182 | OpenAI | GPT-5 Mini | $0.25 | $2.00 | $0.0010 | $0.0010 |
| 183 | Alibaba | Qwen3.6 27B | $0.30 | $2.00 | $0.0010 | $0.0010 |
| 184 | Mistral AI | Devstral 2 2512 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 185 | Mistral AI | Mistral Medium 3.1 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 186 | Mistral AI | Mistral Medium 3 | $0.40 | $2.00 | $0.0010 | $0.0010 |
| 187 | xAI | Grok Build 0.1 | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 188 | xAI | Grok 4.3 (batch) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 189 | OpenAI | GPT-3.5 Turbo (older v0613) | $1.00 | $2.00 | $0.0010 | $0.0010 |
| 190 | OpenAI | GPT-3.5 Turbo Instruct | $1.50 | $2.00 | $0.0010 | $0.0010 |
| 191 | DeepSeek | DeepSeek V4 Pro 0423 | $1.00 | $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 | Anthropic | Claude Fable 5.1 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 343 | Anthropic | Claude Opus 5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 344 | Anthropic | Claude Fable 5 (batch) | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 345 | Anthropic | Claude Opus 4.8 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 346 | ~anthropic | Claude Opus Latest | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 347 | Anthropic | Claude Opus 4.7 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 348 | Anthropic | Claude Opus 4.6 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 349 | Anthropic | Claude Opus 4.5 | $5.00 | $25.00 | $0.0125 | $0.0125 |
| 350 | sakana | Fugu Ultra | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 351 | OpenAI | GPT Chat Latest | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 352 | OpenAI | GPT-5.5 | $5.00 | $30.00 | $0.0150 | $0.0150 |
| 353 | OpenAI | GPT-4 Turbo | $10.00 | $30.00 | $0.0150 | $0.0150 |
| 354 | OpenAI | GPT-4 Turbo Preview | $10.00 | $30.00 | $0.0150 | $0.0150 |
| 355 | Anthropic | Claude Opus 4.1 (batch) | $7.50 | $37.50 | $0.0187 | $0.0187 |
| 356 | Anthropic | Claude Fable 5.1 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 357 | ~anthropic | Claude Fable Latest | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 358 | Anthropic | Claude Fable 5 | $10.00 | $50.00 | $0.0250 | $0.0250 |
| 359 | OpenAI | GPT-5 Pro (batch) | $7.50 | $60.00 | $0.0300 | $0.0300 |
| 360 | OpenAI | o1 | $15.00 | $60.00 | $0.0300 | $0.0300 |
| 361 | OpenAI | GPT-4 | $30.00 | $60.00 | $0.0300 | $0.0300 |
| 362 | Anthropic | Claude Opus 4.1 | $15.00 | $75.00 | $0.0375 | $0.0375 |
| 363 | Anthropic | Claude Opus 4 | $15.00 | $75.00 | $0.0375 | $0.0375 |
| 364 | OpenAI | o3 Pro | $20.00 | $80.00 | $0.0400 | $0.0400 |
| 365 | OpenAI | GPT-5.2 Pro (batch) | $10.50 | $84.00 | $0.0420 | $0.0420 |
| 366 | OpenAI | GPT-5.5 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 367 | OpenAI | GPT-5.4 Pro (batch) | $15.00 | $90.00 | $0.0450 | $0.0450 |
| 368 | OpenAI | GPT-5 Pro | $15.00 | $120.00 | $0.0600 | $0.0600 |
| 369 | OpenAI | GPT-5.2 Pro | $21.00 | $168.00 | $0.0840 | $0.0840 |
| 370 | OpenAI | GPT-5.5 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
| 371 | OpenAI | GPT-5.4 Pro | $30.00 | $180.00 | $0.0900 | $0.0900 |
| 372 | 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 Ling 3.0 Flash's live input and output rates to estimate cost per call and total spend.
Cost only matters in context. Keeping Ling 3.0 Flash pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when Ling 3.0 Flash 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.