推理模型一覽
支援推理(thinking/reasoning)的大模型,按輸入價升序 · 共 199 個 · 資料更新於 2026-08-13
推理模型會在輸出最終答案前先進行內部思考(CoT / chain-of-thought),對數學/程式設計/邏輯推理等複雜任務有顯著的效能提升。推理 tokens 通常按輸出價計費,部分廠商單獨披露推理 token 價格。
| 模型 | 輸入 | 輸出 | 快取讀 | 快取寫 | 上下文 | 最大輸出 | 能力 |
|---|---|---|---|---|---|---|---|
| Auto Router | $-1000000.00 | $-1000000.00 | — | — | 2M | — | 工具呼叫視覺檔案音訊推理結構化 |
| Auto Router (Beta) | $-1000000.00 | $-1000000.00 | — | — | 2M | — | 工具呼叫視覺檔案音訊推理結構化 |
| Free Models Router | $0.00 | $0.00 | — | — | 200K | — | 工具呼叫視覺推理結構化 |
| Ling-3.0-flash | $0.02 | $0.06 | $0.00 | — | 262K | 33K | 工具呼叫推理 |
| Nex-N2-Mini | $0.03 | $0.10 | $0.00 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| gpt-oss-120b | $0.03 | $0.17 | $0.03 | — | 131K | 131K | 工具呼叫推理結構化 |
| gpt-oss-20b | $0.03 | $0.13 | $0.03 | — | 131K | 131K | 工具呼叫推理結構化 |
| Qwen3.7 Flash ≈¥0.2/¥0.88 | $0.03 | $0.13 | $0.01 | $0.04 | 1M | 66K | 工具呼叫視覺推理 |
| Solar Pro 4 | $0.03 | $0.12 | $0.01 | — | 524K | 131K | 工具呼叫推理結構化 |
| Nemotron 3 Nano 30B A3B | $0.05 | $0.20 | $0.03 | — | 262K | 228K | 工具呼叫推理結構化 |
| GPT-5 Nano | $0.05 | $0.40 | $0.01 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| Laguna XS 2.1 | $0.06 | $0.12 | $0.03 | — | 262K | 33K | 工具呼叫推理 |
| GLM 4.7 Flash ≈¥0.41/¥2.72 | $0.06 | $0.40 | $0.01 | — | 203K | 16K | 工具呼叫推理結構化 |
| Hy3 preview ≈¥0.43/¥1.43 | $0.06 | $0.21 | $0.02 | — | 262K | — | 工具呼叫推理 |
| Qwen3.5-Flash ≈¥0.44/¥1.77 | $0.07 | $0.26 | — | — | 1M | 66K | 工具呼叫視覺推理結構化 |
| GLM 5.2 ≈¥0.48/¥1.49 | $0.07 | $0.22 | $0.01 | — | 1.05M | 131K | 工具呼叫推理結構化 |
| Seed 1.6 Flash 官方人民幣 ¥0.15/¥1.5 | $0.07 | $0.30 | — | — | 262K | 33K | 工具呼叫視覺推理結構化 |
| Ring-2.6-1T | $0.07 | $0.63 | $0.01 | — | 262K | 66K | 工具呼叫推理 |
| gpt-oss-safeguard-20b | $0.07 | $0.30 | $0.04 | — | 131K | 66K | 工具呼叫推理結構化 |
| DeepSeek V4 Flash 0731 ≈¥0.54/¥1.22 | $0.08 | $0.18 | $0.02 | — | 1.05M | 384K | 工具呼叫推理結構化 |
| Qwen3 32B ≈¥0.54/¥1.9 | $0.08 | $0.28 | — | — | 131K | 16K | 工具呼叫推理結構化 |
| Nemotron 3 Super | $0.09 | $0.40 | — | — | 1M | 16K | 工具呼叫推理結構化 |
| Laguna S 2.1 | $0.09 | $0.18 | $0.01 | — | 1.05M | 131K | 工具呼叫推理 |
| Seed-2.0-Mini 官方人民幣 ¥0.2/¥2 | $0.10 | $0.40 | — | — | 262K | 131K | 工具呼叫視覺推理結構化 |
| Gemini 2.5 Flash Lite | $0.10 | $0.40 | $0.01 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemma 4 31B | $0.10 | $0.34 | $0.10 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Nemotron 3.5 Lightning | $0.10 | $0.25 | $0.05 | — | 1M | 262K | 工具呼叫推理結構化 |
| GPT-5.6 Luna | $0.10 | $0.60 | $0.01 | $0.13 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.6 Luna Pro | $0.10 | $0.60 | $0.01 | $0.13 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| Qwen3.5-9B ≈¥0.68/¥1.02 | $0.10 | $0.15 | — | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Reka Flash 3 | $0.10 | $0.20 | — | — | 66K | 66K | 推理結構化 |
| Step 3.5 Flash ≈¥0.68/¥2.04 | $0.10 | $0.30 | — | — | 262K | 66K | 工具呼叫推理 |
| Qwen3 8B ≈¥0.79/¥3.09 | $0.12 | $0.46 | — | — | 131K | 8K | 工具呼叫推理 |
| Gemma 4 26B A4B | $0.12 | $0.40 | $0.05 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Qwen3 14B ≈¥0.81/¥1.63 | $0.12 | $0.24 | — | — | 131K | 16K | 工具呼叫推理結構化 |
| Qwen3 30B A3B ≈¥0.81/¥3.4 | $0.12 | $0.50 | — | — | 131K | 16K | 工具呼叫推理 |
| Hermes 4 70B | $0.13 | $0.40 | — | — | 131K | — | 推理 |
| GLM 4.5 Air ≈¥0.88/¥5.77 | $0.13 | $0.85 | $0.03 | — | 131K | 98K | 工具呼叫推理 |
| Hy3 ≈¥0.9/¥3.59 | $0.13 | $0.53 | $0.03 | — | 262K | 128K | 工具呼叫推理結構化 |
| DeepSeek V4 Flash 0423 官方人民幣 ¥1/¥2 | $0.14 | $0.28 | $0.03 | — | 1.05M | 393K | 工具呼叫推理結構化 |
| Hunyuan A13B Instruct ≈¥0.95/¥3.87 | $0.14 | $0.57 | — | — | 131K | 131K | 推理結構化 |
| MiMo-V2.5 ≈¥0.95/¥1.9 | $0.14 | $0.28 | $0.00 | — | 1.05M | 131K | 工具呼叫視覺音訊推理結構化 |
| Olmo 3 32B Think | $0.15 | $0.50 | — | — | 66K | 66K | 推理結構化 |
| Mistral Small 4 | $0.15 | $0.60 | $0.01 | — | 262K | — | 工具呼叫視覺推理結構化 |
| Perceptron Mk1 | $0.15 | $1.50 | — | — | 33K | 8K | 視覺推理結構化 |
| Qwen3 Next 80B A3B Thinking ≈¥1.02/¥8.15 | $0.15 | $1.20 | — | — | 262K | 33K | 工具呼叫推理結構化 |
| Qwen3.6 35B A3B ≈¥1.02/¥6.79 | $0.15 | $1.00 | $0.05 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Solar Pro 3 | $0.15 | $0.60 | $0.01 | — | 131K | 131K | 工具呼叫推理結構化 |
| Qwen3 VL 8B Thinking ≈¥1.22/¥14.26 | $0.18 | $2.10 | — | — | 131K | 33K | 工具呼叫視覺推理結構化 |
| Qwen3.6 Flash ≈¥1.27/¥7.64 | $0.19 | $1.13 | — | $0.23 | 1M | 66K | 工具呼叫視覺推理結構化 |
| Qwen3.5-27B ≈¥1.32/¥10.59 | $0.20 | $1.56 | — | — | 262K | 66K | 工具呼叫視覺推理結構化 |
| GPT-5.4 Nano | $0.20 | $1.25 | $0.02 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| Qwen3 30B A3B Thinking 2507 ≈¥1.36/¥16.3 | $0.20 | $2.40 | — | — | 82K | 33K | 工具呼叫推理 |
| Qwen3 VL 30B A3B Thinking ≈¥1.36/¥16.3 | $0.20 | $2.40 | — | — | 262K | 33K | 工具呼叫視覺推理結構化 |
| Step 3.7 Flash 官方人民幣 ¥1.35/¥8.1 | $0.20 | $1.15 | $0.04 | — | 262K | 256K | 工具呼叫視覺推理結構化 |
| Trinity Large Thinking | $0.22 | $0.85 | $0.06 | — | 262K | 262K | 工具呼叫推理結構化 |
| MiniMax M2.5 ≈¥1.49/¥6.11 | $0.22 | $0.90 | $0.05 | — | 205K | 197K | 工具呼叫推理結構化 |
| Qwen3 235B A22B Thinking 2507 ≈¥1.56/¥15.62 | $0.23 | $2.30 | — | — | 262K | — | 工具呼叫推理 |
| Seed 1.6 官方人民幣 ¥0.8/¥8 | $0.25 | $2.00 | — | — | 262K | 33K | 工具呼叫視覺推理結構化 |
| Seed-2.0-Lite 官方人民幣 ¥0.6/¥3.6 | $0.25 | $2.00 | — | — | 262K | 131K | 工具呼叫視覺推理結構化 |
| DeepSeek V3.1 ≈¥1.7/¥6.45 | $0.25 | $0.95 | $0.13 | — | 164K | 33K | 工具呼叫推理結構化 |
| Gemini 3.1 Flash Lite | $0.25 | $1.50 | $0.03 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemini 3.1 Flash Lite Preview | $0.25 | $1.50 | $0.03 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) | $0.25 | $1.50 | — | — | 66K | 66K | 視覺推理 |
| Mercury 2 | $0.25 | $0.75 | $0.03 | — | 128K | 50K | 工具呼叫推理結構化 |
| Nex-N2-Pro | $0.25 | $1.00 | $0.03 | — | 262K | 262K | 工具呼叫視覺推理 |
| GPT-5 Mini | $0.25 | $2.00 | $0.03 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.1-Codex-Mini | $0.25 | $2.00 | $0.03 | — | 400K | 128K | 工具呼叫視覺推理結構化 |
| Qwen3.5-35B-A3B ≈¥1.7/¥8.49 | $0.25 | $1.25 | $0.25 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| MiniMax M2 ≈¥1.73/¥6.93 | $0.26 | $1.02 | — | — | 205K | 131K | 工具呼叫推理結構化 |
| Qwen3.5 Plus 2026-02-15 ≈¥1.77/¥10.59 | $0.26 | $1.56 | — | — | 1M | 66K | 工具呼叫視覺推理結構化 |
| DeepSeek V3.2 ≈¥1.83/¥2.72 | $0.27 | $0.40 | $0.13 | — | 164K | 66K | 工具呼叫推理結構化 |
| DeepSeek V3.1 Terminus ≈¥1.83/¥6.45 | $0.27 | $0.95 | $0.13 | — | 164K | 33K | 工具呼叫推理結構化 |
| DeepSeek V3.2 Exp ≈¥1.83/¥2.78 | $0.27 | $0.41 | — | — | 164K | 66K | 工具呼叫推理結構化 |
| Qwen3.5-122B-A10B ≈¥1.97/¥16.3 | $0.29 | $2.40 | — | — | 262K | 82K | 工具呼叫視覺推理結構化 |
| Nova 2 Lite | $0.30 | $2.50 | — | — | 1M | 66K | 工具呼叫視覺檔案推理 |
| Gemini 2.5 Flash | $0.30 | $2.50 | $0.03 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemini 3.5 Flash Lite | $0.30 | $2.50 | $0.03 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| LongCat 2.0 | $0.30 | $1.20 | $0.01 | — | 1.05M | 262K | 工具呼叫推理 |
| MiniMax M2.1 ≈¥2.04/¥8.15 | $0.30 | $1.20 | $0.03 | — | 205K | 131K | 工具呼叫推理 |
| MiniMax M2.7 官方人民幣 ¥2.1/¥8.4 | $0.30 | $1.20 | $0.06 | — | 205K | 131K | 工具呼叫推理結構化 |
| MiniMax M3 官方人民幣 ¥2.1/¥8.4 | $0.30 | $1.20 | $0.06 | — | 1.05M | 512K | 工具呼叫視覺推理結構化 |
| Qwen3.5 Plus 2026-04-20 ≈¥2.04/¥12.22 | $0.30 | $1.80 | — | $0.38 | 1M | 66K | 工具呼叫視覺推理結構化 |
| GLM 4.6V ≈¥2.04/¥6.11 | $0.30 | $0.90 | $0.06 | — | 131K | 33K | 工具呼叫視覺推理 |
| Qwen3.7 Plus ≈¥2.17/¥8.69 | $0.32 | $1.28 | $0.06 | $0.40 | 1M | 131K | 工具呼叫視覺推理結構化 |
| Qwen3.6 Plus ≈¥2.21/¥13.24 | $0.33 | $1.95 | — | $0.41 | 1M | 66K | 工具呼叫視覺推理結構化 |
| Muse Glimmer 30B | $0.35 | $1.50 | $0.04 | — | 131K | — | 工具呼叫視覺推理結構化 |
| Gemini 3.7 Flash | $0.38 | $1.88 | $0.04 | $0.02 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Qwen3 VL 235B A22B Thinking ≈¥2.72/¥27.16 | $0.40 | $4.00 | — | — | 131K | 33K | 工具呼叫視覺推理結構化 |
| GLM 4.7 ≈¥2.72/¥11.88 | $0.40 | $1.75 | $0.08 | — | 205K | 131K | 工具呼叫推理結構化 |
| ERNIE 4.5 VL 424B A47B ≈¥2.85/¥8.49 | $0.42 | $1.25 | — | — | 123K | 16K | 視覺推理 |
| DeepSeek V4 Pro 0813 ≈¥2.95/¥5.91 | $0.43 | $0.87 | $0.00 | — | 1.05M | 384K | 工具呼叫推理結構化 |
| MiMo-V2.5-Pro ≈¥2.95/¥5.91 | $0.43 | $0.87 | $0.00 | — | 1.05M | 131K | 工具呼叫推理結構化 |
| Inkling Small | $0.45 | $1.20 | $0.10 | — | 524K | 262K | 工具呼叫視覺音訊推理結構化 |
| Qwen3 235B A22B ≈¥3.09/¥12.36 | $0.46 | $1.82 | — | — | 131K | 8K | 工具呼叫推理 |
| Seed 2.1 Turbo ≈¥3.4/¥16.98 | $0.50 | $2.50 | — | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Seed-2.0-Code ≈¥3.4/¥20.37 | $0.50 | $3.00 | — | — | 262K | 131K | 工具呼叫視覺推理結構化 |
| R1 0528 ≈¥3.4/¥14.6 | $0.50 | $2.15 | $0.35 | — | 164K | 33K | 工具呼叫推理結構化 |
| Gemini 3 Flash Preview | $0.50 | $3.00 | $0.05 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Nano Banana 2 (Gemini 3.1 Flash Image Preview) | $0.50 | $3.00 | — | — | 66K | 66K | 視覺推理結構化 |
| Nano Banana 2 (Gemini 3.1 Flash Image) | $0.50 | $3.00 | — | — | 131K | 33K | 視覺推理結構化 |
| Qwen3.5 397B A17B ≈¥3.4/¥24.44 | $0.50 | $3.60 | $0.30 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| GLM 4.6 ≈¥3.4/¥13.58 | $0.50 | $2.00 | $0.10 | — | 205K | 131K | 工具呼叫推理結構化 |
| MiniMax M1 ≈¥3.73/¥14.94 | $0.55 | $2.20 | — | — | 1M | 40K | 工具呼叫推理 |
| Kimi K2.6 官方人民幣 ¥6.5/¥27 | $0.56 | $2.36 | $0.09 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Kimi K2.5 ≈¥3.87/¥19.35 | $0.57 | $2.85 | $0.10 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Kimi K2 Thinking ≈¥4.07/¥16.98 | $0.60 | $2.50 | $0.15 | — | 262K | 100K | 工具呼叫推理結構化 |
| Nemotron 3 Ultra | $0.60 | $3.60 | $0.20 | — | 512K | — | 工具呼叫推理結構化 |
| Qwen3.6 27B ≈¥4.07/¥24.44 | $0.60 | $3.60 | $0.12 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| GLM 4.5 ≈¥4.07/¥14.94 | $0.60 | $2.20 | $0.11 | — | 131K | 98K | 工具呼叫推理 |
| GLM 4.5V ≈¥4.07/¥12.22 | $0.60 | $1.80 | $0.11 | — | 66K | 16K | 工具呼叫視覺推理 |
| Kimi K2.7 Code ≈¥4.55/¥23.09 | $0.67 | $3.40 | $0.15 | — | 262K | 262K | 工具呼叫視覺推理結構化 |
| Aion-3.0-Mini | $0.70 | $1.40 | $0.18 | — | 131K | 33K | 工具呼叫推理 |
| R1 ≈¥4.75/¥16.98 | $0.70 | $2.50 | — | — | 64K | 16K | 工具呼叫推理結構化 |
| Gemini 3.6 Flash | $0.75 | $3.75 | $0.07 | $0.04 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| GPT-5.4 Mini | $0.75 | $4.50 | $0.07 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| Qwen3 Max Thinking ≈¥5.3/¥26.48 | $0.78 | $3.90 | — | — | 262K | 66K | 工具呼叫推理結構化 |
| Aion-2.0 | $0.80 | $1.60 | $0.20 | — | 131K | 33K | 工具呼叫推理 |
| R1 Distill Llama 70B ≈¥5.43/¥5.43 | $0.80 | $0.80 | — | — | 8K | 8K | 推理 |
| Sakana Namazu | $0.95 | $4.00 | $0.15 | — | 262K | 66K | 工具呼叫視覺檔案推理結構化 |
| Inkling | $0.95 | $4.05 | $0.16 | — | 1.05M | 262K | 工具呼叫視覺音訊推理 |
| GLM 5 ≈¥6.45/¥17.31 | $0.95 | $2.55 | $0.20 | — | 205K | 131K | 工具呼叫推理結構化 |
| GLM 5.1 ≈¥6.46/¥20.32 | $0.95 | $2.99 | $0.18 | — | 205K | 131K | 工具呼叫推理結構化 |
| Claude Haiku 4.5 | $1.00 | $5.00 | $0.10 | $1.25 | 200K | 64K | 工具呼叫視覺檔案推理結構化 |
| Hermes 4 405B | $1.00 | $3.00 | — | — | 131K | — | 推理 |
| GPT-5.6 Terra | $1.00 | $6.00 | $0.10 | $1.25 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.6 Terra Pro | $1.00 | $6.00 | $0.10 | $1.25 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| Grok Build 0.1 | $1.00 | $2.00 | $0.20 | — | 256K | — | 工具呼叫視覺檔案推理結構化 |
| Qwen3.6 Max Preview ≈¥6.97/¥41.84 | $1.03 | $6.16 | — | $1.28 | 262K | 66K | 工具呼叫推理結構化 |
| o3 Mini | $1.10 | $4.40 | $0.55 | — | 200K | 100K | 工具呼叫檔案推理結構化 |
| o3 Mini High | $1.10 | $4.40 | $0.55 | — | 200K | 100K | 工具呼叫檔案推理結構化 |
| o4 Mini | $1.10 | $4.40 | $0.28 | — | 200K | 100K | 工具呼叫視覺檔案推理結構化 |
| o4 Mini High | $1.10 | $4.40 | $0.28 | — | 200K | 100K | 工具呼叫視覺檔案推理結構化 |
| DeepSeek V4 Pro 官方人民幣 ¥3/¥6 | $1.17 | $2.34 | $0.10 | — | 1.05M | 393K | 工具呼叫推理結構化 |
| GLM 5 Turbo ≈¥8.15/¥27.16 | $1.20 | $4.00 | $0.24 | — | 203K | 131K | 工具呼叫推理 |
| GLM 5V Turbo ≈¥8.15/¥27.16 | $1.20 | $4.00 | $0.24 | — | 203K | 131K | 工具呼叫視覺推理 |
| Cogito v2.1 671B | $1.25 | $1.25 | — | — | 128K | — | 推理結構化 |
| Gemini 2.5 Pro | $1.25 | $10.00 | $0.13 | $0.38 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemini 2.5 Pro Preview 05-06 | $1.25 | $10.00 | $0.13 | $0.38 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemini 2.5 Pro Preview 06-05 | $1.25 | $10.00 | $0.13 | $0.38 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Muse Spark 1.1 | $1.25 | $4.25 | $0.15 | — | 1.05M | — | 工具呼叫視覺檔案音訊推理結構化 |
| Muse Spark 1.2 | $1.25 | $4.25 | $0.15 | — | 1.05M | — | 工具呼叫視覺檔案音訊推理結構化 |
| GPT-5 | $1.25 | $10.00 | $0.13 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.1 | $1.25 | $10.00 | $0.13 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.1-Codex | $1.25 | $10.00 | $0.13 | — | 400K | 128K | 工具呼叫視覺推理結構化 |
| GPT-5.1-Codex-Max | $1.25 | $10.00 | $0.13 | — | 400K | 128K | 工具呼叫視覺推理結構化 |
| Grok 4.20 | $1.25 | $2.50 | $0.20 | — | 2M | — | 工具呼叫視覺檔案推理結構化 |
| Grok 4.20 Multi-Agent | $1.25 | $2.50 | $0.20 | — | 2M | — | 視覺檔案推理結構化 |
| Grok 4.3 | $1.25 | $2.50 | $0.20 | — | 1M | — | 工具呼叫視覺檔案推理結構化 |
| Qwen3.7 Max ≈¥10.02/¥30.05 | $1.48 | $4.42 | $0.29 | $1.84 | 1M | 131K | 工具呼叫推理結構化 |
| Gemini 3.5 Flash | $1.50 | $9.00 | $0.15 | $0.08 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Mistral Medium 3.5 | $1.50 | $7.50 | — | — | 262K | — | 工具呼叫視覺檔案推理結構化 |
| GPT-5.2 | $1.75 | $14.00 | $0.17 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.2-Codex | $1.75 | $14.00 | $0.17 | — | 400K | 128K | 工具呼叫視覺推理結構化 |
| GPT-5.3-Codex | $1.75 | $14.00 | $0.17 | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Sonnet 5 | $2.00 | $10.00 | $0.20 | $2.50 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Gemini 3.1 Pro Preview | $2.00 | $12.00 | $0.20 | $0.38 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Gemini 3.1 Pro Preview Custom Tools | $2.00 | $12.00 | $0.20 | $0.38 | 1.05M | 66K | 工具呼叫視覺檔案音訊推理結構化 |
| Nano Banana Pro (Gemini 3 Pro Image Preview) | $2.00 | $12.00 | $0.20 | $0.38 | 66K | 33K | 視覺推理結構化 |
| Nano Banana Pro (Gemini 3 Pro Image) | $2.00 | $12.00 | $0.20 | $0.38 | 131K | 33K | 工具呼叫視覺推理結構化 |
| o3 | $2.00 | $8.00 | $0.50 | — | 200K | 100K | 工具呼叫視覺檔案推理結構化 |
| Sonar Deep Research | $2.00 | $8.00 | — | — | 128K | — | 推理 |
| Sonar Reasoning Pro | $2.00 | $8.00 | — | — | 128K | — | 視覺推理 |
| Qwen3.8 2.4T A95B ≈¥13.58/¥40.74 | $2.00 | $6.00 | $0.25 | — | 1M | 262K | 工具呼叫推理結構化 |
| Qwen3.8 Max ≈¥13.58/¥40.74 | $2.00 | $6.00 | $0.25 | $2.50 | 1M | 131K | 工具呼叫視覺推理結構化 |
| Grok 4.5 | $2.00 | $6.00 | $0.30 | — | 500K | — | 工具呼叫視覺檔案推理結構化 |
| Grok 4.6 | $2.00 | $6.00 | $0.50 | — | 500K | — | 工具呼叫視覺檔案推理結構化 |
| GPT-5 Image Mini | $2.50 | $2.00 | $0.25 | — | 400K | 128K | 視覺檔案推理結構化 |
| GPT-5.4 | $2.50 | $15.00 | $0.25 | — | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| Aion-3.0 | $3.00 | $6.00 | $0.75 | — | 131K | 33K | 工具呼叫推理 |
| Claude Sonnet 4 | $3.00 | $15.00 | $0.30 | $3.75 | 1M | 64K | 工具呼叫視覺檔案推理 |
| Claude Sonnet 4.5 | $3.00 | $15.00 | $0.30 | $3.75 | 1M | 64K | 工具呼叫視覺檔案推理結構化 |
| Claude Sonnet 4.6 | $3.00 | $15.00 | $0.30 | $3.75 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Kimi K3 ≈¥20.37/¥101.85 | $3.00 | $15.00 | $0.30 | — | 1.05M | — | 工具呼叫視覺推理結構化 |
| Sonar Pro Search | $3.00 | $15.00 | — | — | 200K | 8K | 視覺推理結構化 |
| Claude Opus 4.5 | $5.00 | $25.00 | $0.50 | $6.25 | 200K | 64K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 4.6 | $5.00 | $25.00 | $0.50 | $6.25 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 4.7 | $5.00 | $25.00 | $0.50 | $6.25 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 4.8 | $5.00 | $25.00 | $0.50 | $6.25 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 5 | $5.00 | $25.00 | $0.50 | $6.25 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.5 | $5.00 | $30.00 | $0.50 | — | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.6 Sol | $5.00 | $30.00 | $0.50 | $6.25 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.6 Sol Pro | $5.00 | $30.00 | $0.50 | $6.25 | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| Fugu Ultra | $5.00 | $30.00 | $0.50 | — | 1M | 128K | 工具呼叫視覺推理結構化 |
| GPT-5.4 Image 2 | $8.00 | $15.00 | $2.00 | — | 272K | 128K | 視覺檔案推理結構化 |
| Claude Fable 5 | $10.00 | $50.00 | $1.00 | $12.50 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 4.8 (Fast) | $10.00 | $50.00 | $1.00 | $12.50 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 5 (Fast) | $10.00 | $50.00 | $1.00 | $12.50 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5 Image | $10.00 | $10.00 | $1.25 | — | 400K | 128K | 視覺檔案推理結構化 |
| Claude Opus 4 | $15.00 | $75.00 | $1.50 | $18.75 | 200K | 32K | 工具呼叫視覺檔案推理 |
| Claude Opus 4.1 | $15.00 | $75.00 | $1.50 | $18.75 | 200K | 32K | 工具呼叫視覺檔案推理 |
| GPT-5 Pro | $15.00 | $120.00 | — | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| o1 | $15.00 | $60.00 | $7.50 | — | 200K | 100K | 工具呼叫視覺檔案推理結構化 |
| o3 Pro | $20.00 | $80.00 | — | — | 200K | 100K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.2 Pro | $21.00 | $168.00 | — | — | 400K | 128K | 工具呼叫視覺檔案推理結構化 |
| Claude Opus 4.7 (Fast) | $30.00 | $150.00 | $3.00 | $37.50 | 1M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.4 Pro | $30.00 | $180.00 | — | — | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| GPT-5.5 Pro | $30.00 | $180.00 | — | — | 1.05M | 128K | 工具呼叫視覺檔案推理結構化 |
| o1-pro | $150.00 | $600.00 | — | — | 200K | 100K | 視覺檔案推理結構化 |
常見問題
推理模型和普通模型有什麼區別?
推理模型在給出答案前會先進行內部「思考」(chain-of-thought),對數學、程式設計、邏輯等複雜任務更強,但響應更慢、輸出 token 更多。
推理模型為什麼更貴?
思考過程會產生大量「推理 token」,通常按輸出價計費,因此同樣一個問題,推理模型消耗的 token 與費用往往高於普通模型。
所有任務都該用推理模型嗎?
不必。簡單問答、改寫、分類等任務用普通模型更快更省;只有複雜推理任務才值得用推理模型。
價格參考 OpenRouter 及各廠商公開頁面整理,以官方為準。