token 计数有多准确？
这是一个接近的估算。每家提供商使用自己的分词器，所以单一数字无法与所有模型都完全吻合。它对英文文本贴合度高，在代码和非拉丁文字上偏差最大。
数清 token。 看到真实价格。
粘贴任意提示词、文档或转录内容。Whizi 会数出 token 数量，并在 100 个模型上并排算出价格。
token 计数的原理
每家提供商都有自己的分词器，所以一个数字不可能同时对所有模型都精确。这个计数器对常见英文文本贴合度很高，在代码、长数字串和非拉丁文字上偏差最大。请用它来估算和比较提示词，而不是用来核对发票。
全部模型价格
100 个模型，按每百万 token 的美元价格计，取自 2026年8月20日 的 OpenRouter 目录。为标价，未计入任何缓存折扣或用量协议。
| # | 模型 | 提供商 | $ / 百万输入 | $ / 百万输出 | 上下文 |
|---|---|---|---|---|---|
| 1 | Claude Sonnet 5 | Anthropic | $2.00 | $10.00 | 1M |
| 2 | Gemini 3.5 Flash | $1.50 | $9.00 | 1M | |
| 3 | GPT-5.5 | OpenAI | $5.00 | $30.00 | 1M |
| 4 | Claude Opus 5 | Anthropic | $5.00 | $25.00 | 1M |
| 5 | Grok 4.5 | xAI | $2.00 | $6.00 | 500K |
| 6 | DeepSeek V3.2 | DeepSeek | $0.27 | $0.40 | 164K |
| 7 | GPT-5.4 Mini | OpenAI | $0.75 | $4.50 | 400K |
| 8 | Gemini 3.1 Pro Preview | $2.00 | $12.00 | 1M | |
| 9 | Qwen3 Coder Next | Qwen | $0.12 | $0.80 | 262K |
| 10 | Kimi K2 Thinking | Moonshot | $0.60 | $2.50 | 262K |
| 11 | GLM 4.6 | Z.ai | $0.50 | $2.00 | 205K |
| 12 | Claude Haiku 4.5 | Anthropic | $1.00 | $5.00 | 200K |
| 13 | GPT-5.4 | OpenAI | $2.50 | $15.00 | 1M |
| 14 | Gemini 2.5 Flash | $0.30 | $2.50 | 1M | |
| 15 | MiniMax M2 | MiniMax | $0.26 | $1.02 | 205K |
| 16 | Claude Sonnet 4.6 | Anthropic | $3.00 | $15.00 | 1M |
| 17 | DeepSeek V3.1 | DeepSeek | $0.25 | $0.95 | 164K |
| 18 | Llama 4 Maverick | Meta | $0.20 | $0.80 | 1M |
| 19 | GPT-5.4 Nano | OpenAI | $0.20 | $1.25 | 400K |
| 20 | Gemini 2.5 Flash Lite | $0.10 | $0.40 | 1M | |
| 21 | Mistral Medium 3.1 | Mistral | $0.40 | $2.00 | 131K |
| 22 | Qwen3.8 Max | Qwen | $2.00 | $6.00 | 1M |
| 23 | GLM 5 | Z.ai | $0.60 | $1.92 | 205K |
| 24 | Claude Sonnet 4.5 | Anthropic | $3.00 | $15.00 | 1M |
| 25 | Kimi K2 0711 | Moonshot | $0.57 | $2.30 | 131K |
| 26 | Grok 4.3 | xAI | $1.25 | $2.50 | 1M |
| 27 | R1 | DeepSeek | $0.70 | $2.50 | 64K |
| 28 | Gemini 3.6 Flash | $0.75 | $3.75 | 1M | |
| 29 | Codestral 2508 | Mistral | $0.30 | $0.90 | 256K |
| 30 | Llama 3.3 70B Instruct | Meta | $0.10 | $0.32 | 131K |
| 31 | GPT Chat Latest | OpenAI | $5.00 | $30.00 | 400K |
| 32 | Mistral Large 3 2512 | Mistral | $0.50 | $1.50 | 262K |
| 33 | MiniMax M3 | MiniMax | $0.30 | $1.20 | 1M |
| 34 | Qwen3.6 Flash | Qwen | $0.19 | $1.13 | 1M |
| 35 | GLM 4.7 | Z.ai | $0.40 | $1.75 | 205K |
| 36 | Kimi K3 | Moonshot | $3.00 | $15.00 | 1M |
| 37 | Claude Opus 4.8 | Anthropic | $5.00 | $25.00 | 1M |
| 38 | Command A | Cohere | $2.50 | $10.00 | 256K |
| 39 | Nova Pro 1.0 | Amazon | $0.80 | $3.20 | 300K |
| 40 | Phi 4 | Microsoft | $0.07 | $0.14 | 16K |
| 41 | Hy-MT2-1.8B | Tencent | $0.04 | $0.18 | 8K |
| 42 | Hy-MT2-30B-A3B | Tencent | $0.07 | $0.29 | 8K |
| 43 | GLM 5.3 | Z.ai | $1.40 | $4.40 | 1M |
| 44 | Qwen3.8 27B | Qwen | $0.45 | $3.20 | 1M |
| 45 | Gemini 3.7 Flash | $0.38 | $1.88 | 1M | |
| 46 | Seed 2.1 Turbo | Bytedance Seed | $0.50 | $2.50 | 262K |
| 47 | Qwen3.8 2.4T A95B | Qwen | $2.00 | $6.00 | 1M |
| 48 | Seed-2.0-Code | Bytedance Seed | $0.50 | $3.00 | 262K |
| 49 | DeepSeek V4 Pro 0813 | DeepSeek | $1.19 | $3.56 | 1M |
| 50 | Grok 4.6 | xAI | $2.00 | $6.00 | 500K |
| 51 | Nemotron 3.5 Lightning | NVIDIA | $0.08 | $0.20 | 262K |
| 52 | Sakana Namazu | Sakana | $0.95 | $4.00 | 262K |
| 53 | Solar Pro 4 | Upstage | $0.03 | $0.12 | 524K |
| 54 | Muse Glimmer 30B | Meta | $0.35 | $1.50 | 131K |
| 55 | Muse Spark 1.2 | Meta | $1.25 | $4.25 | 1M |
| 56 | DeepSeek V4 Flash 0731 | DeepSeek | $0.14 | $0.28 | 1M |
| 57 | Inkling Small | Thinkingmachines | $0.45 | $1.20 | 524K |
| 58 | Qwen3.7 Flash | Qwen | $0.03 | $0.13 | 1M |
| 59 | Claude Opus 5 (Fast) | Anthropic | $10.00 | $50.00 | 1M |
| 60 | Ling-3.0-flash | inclusionAI | $0.02 | $0.06 | 262K |
| 61 | Laguna S 2.1 | Poolside | $0.09 | $0.18 | 1M |
| 62 | Gemini 3.5 Flash Lite | $0.30 | $2.50 | 1M | |
| 63 | LongCat 2.0 | Meituan | $0.30 | $1.20 | 1M |
| 64 | Inkling | Thinkingmachines | $0.95 | $4.05 | 1M |
| 65 | Muse Spark 1.1 | Meta | $1.25 | $4.25 | 1M |
| 66 | KAT-Coder-Air V2.5 | Kwaipilot | $0.15 | $0.60 | 256K |
| 67 | KAT-Coder-Pro V2.5 | Kwaipilot | $0.74 | $2.96 | 256K |
| 68 | GPT-5.6 Luna Pro | OpenAI | $0.20 | $1.20 | 1M |
| 69 | GPT-5.6 Luna | OpenAI | $0.20 | $1.20 | 1M |
| 70 | GPT-5.6 Terra Pro | OpenAI | $2.00 | $12.00 | 1M |
| 71 | GPT-5.6 Terra | OpenAI | $2.00 | $12.00 | 1M |
| 72 | GPT-5.6 Sol Pro | OpenAI | $2.50 | $15.00 | 1M |
| 73 | GPT-5.6 Sol | OpenAI | $2.50 | $15.00 | 1M |
| 74 | Aion-3.0-Mini | Aion Labs | $0.70 | $1.40 | 131K |
| 75 | Aion-3.0 | Aion Labs | $3.00 | $6.00 | 131K |
| 76 | Hy3 | Tencent | $0.13 | $0.53 | 262K |
| 77 | Laguna XS 2.1 | Poolside | $0.06 | $0.12 | 262K |
| 78 | Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) | $0.25 | $1.50 | 66K | |
| 79 | Nex-N2-Mini | Nex Agi | $0.03 | $0.10 | 262K |
| 80 | Fugu Ultra | Sakana | $5.00 | $30.00 | 1M |
| 81 | Nano Banana 2 (Gemini 3.1 Flash Image) | $0.50 | $3.00 | 131K | |
| 82 | Nano Banana Pro (Gemini 3 Pro Image) | $2.00 | $12.00 | 131K | |
| 83 | GLM 5.2 | Z.ai | $0.97 | $3.04 | 1M |
| 84 | Kimi K2.7 Code | Moonshot | $0.71 | $3.50 | 262K |
| 85 | Claude Fable 5 | Anthropic | $10.00 | $50.00 | 1M |
| 86 | Nex-N2-Pro | Nex Agi | $0.25 | $1.00 | 262K |
| 87 | Nemotron 3 Ultra | NVIDIA | $0.60 | $3.60 | 512K |
| 88 | Qwen3.7 Plus | Qwen | $0.32 | $1.28 | 1M |
| 89 | Step 3.7 Flash | Stepfun | $0.20 | $1.15 | 262K |
| 90 | Claude Opus 4.8 (Fast) | Anthropic | $10.00 | $50.00 | 1M |
| 91 | Qwen3.7 Max | Qwen | $1.48 | $4.42 | 1M |
| 92 | Grok Build 0.1 | xAI | $1.00 | $2.00 | 256K |
| 93 | Claude Opus 4.7 (Fast) | Anthropic | $30.00 | $150.00 | 1M |
| 94 | Perceptron Mk1 | Perceptron | $0.15 | $1.50 | 33K |
| 95 | Ring-2.6-1T | inclusionAI | $0.07 | $0.63 | 262K |
| 96 | Gemini 3.1 Flash Lite | $0.25 | $1.50 | 1M | |
| 97 | Granite 4.1 8B | Ibm Granite | $0.05 | $0.10 | 131K |
| 98 | Mistral Medium 3.5 | Mistral | $1.50 | $7.50 | 262K |
| 99 | Qwen3.5 Plus 2026-04-20 | Qwen | $0.30 | $1.80 | 1M |
| 100 | Qwen3.6 35B A3B | Qwen | $0.14 | $1.00 | 262K |
常见问题
价格数据来自哪里？
来自公开的 OpenRouter 模型目录，按每百万 token 的美元价格计。这些是标价，不含提示词缓存折扣、批量定价或协商的用量费率。
为什么输出比输入贵？
生成 token 所需的算力远高于读取，因此多数提供商对输出收取二到五倍的费用。一个短提示配上长回复，可能比长提示配短回复更贵。
下一步
在 Whizi 价格页 比较套餐，或用 AI 订阅省钱计算器 估算你现有的订阅。