Kos token input dan output
Harga input menggambarkan kos prompt/konteks, manakala harga output menggambarkan kos penjanaan token. Untuk beban kerja yang menghasilkan jawapan panjang, harga output lebih berpengaruh.
AI & Harga
Bandingkan harga token input dan output model AI utama mengikut penyedia dan kelas model.
Perhatian
Halaman ini membandingkan harga token input dan output untuk model AI yang digunakan melalui API untuk pembangun. Harga langganan bulanan ChatGPT, Claude, Google AI, dan Grok untuk pengguna peribadi dipaparkan di halaman harga langganan AI berasingan.
Lihat harga langganan AIAsas perbandingan harga
Kos model AI lebih mudah dibandingkan apabila penyedia dan kelas model digunakan sebagai penapis awal, kerana model yang sama boleh muncul melalui beberapa saluran.
Jadual ini menyelaraskan harga token input dan output daripada harga awam kepada USD / 1M token. Harga cache, diskaun kelompok, diskaun rantau dan diskaun komitmen yang berubah mengikut kontrak atau syarat penggunaan tidak dimasukkan dalam perbandingan asas.
Apabila model yang sama dengan harga yang sama muncul di beberapa saluran, ia ditunjukkan dalam satu baris dan saluran dipaparkan sebagai maklumat sampingan. Jika nama model sama tetapi harga berlainan, barisnya dipisahkan supaya perbezaan kos dapat dilihat terus.
Bila memilih model, mula dengan menapis pembuat, gred model dan status perkhidmatan. Model yang sama boleh disediakan serentak melalui API sendiri, Bedrock, dan Vertex AI.
Harga input menggambarkan kos prompt/konteks, manakala harga output menggambarkan kos penjanaan token. Untuk beban kerja yang menghasilkan jawapan panjang, harga output lebih berpengaruh.
Gunakan kumpulan frontier, umum/utama, ringan/ekonomi, dan berat terbuka/partner untuk mengecilkan pilihan model mengikut kegunaan.
OpenAI API, Vertex AI, Bedrock dan saluran serupa boleh berbeza dari segi kontrak, wilayah, serta syarat akses; semakan terperinci perlu dibuat selepas perbandingan harga.
Paparan lalai memaparkan model aktif dan model pratonton. Model lama atau tidak disyorkan boleh dicari secara berasingan melalui penapis status.
Harga ini berdasarkan senarai harga awam lewat Mei 2026; bil sebenar boleh berubah mengikut cache, batch, keutamaan pemprosesan, wilayah dan syarat diskaun.
JADUAL
| OpenAI | GPT | GPT-5 Mini | Ekonomi | Aktif | $0.25 | $2 | $2.25 | OpenAI | - |
| OpenAI | GPT | GPT-5 Nano | Ekonomi | Aktif | $0.05 | $0.4 | $0.45 | OpenAI | - |
| OpenAI | GPT | GPT-5 Pro | Utama | Aktif | $15 | $120 | $135 | OpenAI | - |
| OpenAI | GPT | GPT-5.1 | Utama | Aktif | $1.25 | $10 | $11.25 | OpenAI | - |
| OpenAI | GPT | GPT-5.2 | Utama | Aktif | $1.75 | $14 | $15.75 | OpenAI | - |
| OpenAI | GPT | GPT-5.2 Pro | Utama | Aktif | $21 | $168 | $189 | OpenAI | - |
| OpenAI | GPT | GPT-5.4 | Utama | Aktif | $2.5 / 200K+ $5 | $15 / 200K+ $22.5 | $17.5 | OpenAI | Long-context surcharge |
| OpenAI | GPT | GPT-5.4 Mini | Ekonomi | Aktif | $0.75 | $4.5 | $5.25 | OpenAI | - |
| OpenAI | GPT | GPT-5.4 Nano | Ekonomi | Aktif | $0.2 | $1.25 | $1.45 | OpenAI | - |
| OpenAI | GPT | GPT-5.4 Pro | Utama | Aktif | $30 / 200K+ $60 | $180 / 200K+ $270 | $210 | OpenAI | Long-context surcharge |
| OpenAI | GPT | GPT-5.5 | Hadapan | Aktif | $5 / 200K+ $10 | $30 / 200K+ $45 | $35 | OpenAI | Long-context surcharge |
| OpenAI | GPT | GPT-5.5 Pro | Hadapan | Aktif | $30 | $180 | $210 | OpenAI | - |
| OpenAI | GPT | GPT-OSS-120B | Rakan kongsi terbuka | Aktif | $0.09 | $0.36 | $0.45 | Vertex AI | - |
| OpenAI | GPT | GPT-OSS-20B | Rakan kongsi terbuka | Aktif | $0.07 | $0.25 | $0.32 | Vertex AI | - |
| Anthropic | Claude | Haiku 4.5 | Ekonomi | Aktif | $1 | $5 | $6 | Vertex AI, AWS Bedrock | - |
| Anthropic | Claude | Opus 4.1/4 | Utama | Aktif | $15 | $75 | $90 | Vertex AI | - |
| Anthropic | Claude | Opus 4.5 | Utama | Aktif | $5 | $25 | $30 | AWS Bedrock | - |
| Anthropic | Claude | Opus 4.6 | Utama | Aktif | $5 / 200K+ $10 | $25 / 200K+ $37.5 | $30 | AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Opus 4.6/4.5 | Utama | Aktif | $5 / 200K+ $10 | $25 / 200K+ $37.5 | $30 | Vertex AI | Anthropic 200K+ surcharge |
| Anthropic | Claude | Opus 4.7 | Hadapan | Aktif | $5 / 200K+ $10 | $25 / 200K+ $37.5 | $30 | Vertex AI, AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Opus 4.8 | Hadapan | Aktif | $5 / 200K+ $10 | $25 / 200K+ $37.5 | $30 | Vertex AI, AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Sonnet 4 | Utama | Aktif | $3 | $15 | $18 | Vertex AI | - |
| Anthropic | Claude | Sonnet 4 | Utama | Aktif | $3 / 200K+ $6 | $15 / 200K+ $22.5 | $18 | AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Sonnet 4.5 | Utama | Aktif | $3 / 200K+ $6 | $15 / 200K+ $22.5 | $18 | AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Sonnet 4.6 | Utama | Aktif | $3 / 200K+ $6 | $15 / 200K+ $22.5 | $18 | AWS Bedrock | Anthropic 200K+ surcharge |
| Anthropic | Claude | Sonnet 4.6/4.5 | Utama | Aktif | $3 / 200K+ $6 | $15 / 200K+ $22.5 | $18 | Vertex AI | Anthropic 200K+ surcharge |
| Gemini | 2.0 Flash | Ekonomi | Aktif | $0.15 | $0.6 | $0.75 | - | ||
| Gemini | 2.0 Flash-Lite | Ekonomi | Aktif | $0.075 | $0.3 | $0.375 | - | ||
| Gemini | 2.5 Flash | Ekonomi | Aktif | $0.3 | $2.5 | $2.8 | - | ||
| Gemini | 2.5 Flash-Lite | Ekonomi | Aktif | $0.1 | $0.4 | $0.5 | - | ||
| Gemini | 2.5 Pro | Ekonomi | Aktif | $1.25 / 200K+ $2.5 | $10 / 200K+ $15 | $11.25 | Long-context surcharge | ||
| Gemini | 3 Flash Preview | Ekonomi | Pratonton | $0.5 | $3 | $3.5 | - | ||
| Gemini | 3.1 Flash-Lite Preview | Ekonomi | Pratonton | $0.25 | $1.5 | $1.75 | - | ||
| Gemini | 3.1 Pro Preview | Hadapan | Pratonton | $2 / 200K+ $4 | $12 / 200K+ $18 | $14 | Long-context surcharge | ||
| Gemini | 3.5 Flash | Ekonomi | Aktif | $1.5 | $9 | $10.5 | - | ||
| Gemma | 3 12B | Rakan kongsi terbuka | Aktif | $0.09 | $0.29 | $0.38 | AWS Bedrock | - | |
| Gemma | 3 27B | Rakan kongsi terbuka | Aktif | $0.23 | $0.38 | $0.61 | AWS Bedrock | - | |
| Gemma | 3 4B | Rakan kongsi terbuka | Aktif | $0.04 | $0.08 | $0.12 | AWS Bedrock | - | |
| Gemma | 4 26B | Rakan kongsi terbuka | Aktif | $0.1 | $0.4 | $0.5 | Vertex AI | - | |
| DeepSeek | DeepSeek | OCR | Ekonomi | Aktif | $0.3 | $1.2 | $1.5 | Vertex AI | - |
| DeepSeek | DeepSeek | R1 | Utama | Aktif | $1.35 | $5.4 | $6.75 | Vertex AI, AWS Bedrock | - |
| DeepSeek | DeepSeek | V3.1 | Utama | Aktif | $0.58 | $1.68 | $2.26 | AWS Bedrock | - |
| DeepSeek | DeepSeek | V3.2 | Utama | Aktif | $0.56 | $1.68 | $2.24 | Vertex AI | - |
| DeepSeek | DeepSeek | V4 Flash | Ekonomi | Aktif | $0.14 | $0.28 | $0.42 | DeepSeek API | - |
| DeepSeek | DeepSeek | V4 Pro | Ekonomi | Aktif | $0.435 | $0.87 | $1.31 | DeepSeek API | - |
| Meta | Llama | 3.1 405B | Rakan kongsi terbuka | Aktif | $5 | $16 | $21 | Vertex AI | - |
| Meta | Llama | 3.3 70B | Rakan kongsi terbuka | Aktif | $0.72 | $0.72 | $1.44 | Vertex AI | - |
| Meta | Llama | 4 Maverick | Rakan kongsi terbuka | Aktif | $0.35 | $1.15 | $1.5 | Vertex AI | - |
| Meta | Llama | 4 Maverick 17B | Rakan kongsi terbuka | Aktif | $0.24 | $0.97 | $1.21 | AWS Bedrock | - |
| Meta | Llama | 4 Scout | Rakan kongsi terbuka | Aktif | $0.25 | $0.7 | $0.95 | Vertex AI | - |
| Meta | Llama | 4 Scout 17B | Rakan kongsi terbuka | Aktif | $0.17 | $0.66 | $0.83 | AWS Bedrock | - |
| Mistral AI | Codestral | 2 | Rakan kongsi terbuka | Aktif | $0.3 | $0.9 | $1.2 | Vertex AI | Code-focused model |
| Mistral AI | Devstral | 2 135B | Rakan kongsi terbuka | Aktif | $0.4 | $2 | $2.4 | AWS Bedrock | Code-focused model |
| Mistral AI | Magistral | Small 1.2 | Rakan kongsi terbuka | Aktif | $0.5 | $1.5 | $2 | AWS Bedrock | - |
| Mistral AI | Ministral | 14B | Rakan kongsi terbuka | Aktif | $0.2 | $0.2 | $0.4 | AWS Bedrock | - |
| Mistral AI | Ministral | 3B | Rakan kongsi terbuka | Aktif | $0.1 | $0.1 | $0.2 | AWS Bedrock | - |
| Mistral AI | Ministral | 8B | Rakan kongsi terbuka | Aktif | $0.15 | $0.15 | $0.3 | AWS Bedrock | - |
| Mistral AI | Mistral | Large 3 | Rakan kongsi terbuka | Aktif | $0.5 | $1.5 | $2 | AWS Bedrock | - |
| Mistral AI | Mistral | Medium 3 | Rakan kongsi terbuka | Aktif | $0.4 | $2 | $2.4 | Vertex AI | - |
| Mistral AI | Mistral | Small 3.1 | Rakan kongsi terbuka | Aktif | $0.1 | $0.3 | $0.4 | Vertex AI | - |
| Mistral AI | Pixtral | Large | Rakan kongsi terbuka | Aktif | $2 | $6 | $8 | AWS Bedrock | - |
| Alibaba | Qwen | 3 235B | Rakan kongsi terbuka | Aktif | $0.22 | $0.88 | $1.1 | AWS Bedrock | - |
| Alibaba | Qwen | 3 32B | Rakan kongsi terbuka | Aktif | $0.15 | $0.6 | $0.75 | AWS Bedrock | - |
| Alibaba | Qwen | 3 Coder 30B | Rakan kongsi terbuka | Aktif | $0.15 | $0.6 | $0.75 | AWS Bedrock | Code-focused model |
| Alibaba | Qwen | 3 Coder 480B | Rakan kongsi terbuka | Aktif | $0.45 | $1.8 | $2.25 | AWS Bedrock | Code-focused model |
| Alibaba | Qwen | 3-235B-Instruct | Rakan kongsi terbuka | Aktif | $0.22 | $0.88 | $1.1 | Vertex AI | - |
| Alibaba | Qwen | 3-Coder-480B | Rakan kongsi terbuka | Aktif | $0.22 | $1.8 | $2.02 | Vertex AI | Code-focused model |
| Alibaba | Qwen | 3-Next-80B-Instruct | Rakan kongsi terbuka | Aktif | $0.15 | $1.2 | $1.35 | Vertex AI | - |
| Alibaba | Qwen | 3-Next-80B-Thinking | Rakan kongsi terbuka | Aktif | $0.15 | $1.2 | $1.35 | Vertex AI | - |
| xAI | Grok | 4 | Utama | Aktif | $3 | $15 | $18 | Vertex AI | - |
| xAI | Grok | 4.1 Fast | Ekonomi | Aktif | $0.2 | $0.5 | $0.7 | Vertex AI | - |
| xAI | Grok | 4.2 | Utama | Aktif | $2.5 | $10 | $12.5 | Vertex AI | - |
| xAI | Grok | 4.20 0309 Non-Reasoning | Utama | Aktif | $1.25 | $2.5 | $3.75 | xAI API | - |
| xAI | Grok | 4.20 0309 Reasoning | Utama | Aktif | $1.25 | $2.5 | $3.75 | xAI API | - |
| xAI | Grok | 4.20 Multi-Agent 0309 | Utama | Aktif | $1.25 | $2.5 | $3.75 | xAI API | - |
| xAI | Grok | 4.3 | Hadapan | Aktif | $1.25 | $2.5 | $3.75 | xAI API | - |
| Moonshot | Kimi | K2 Thinking | Rakan kongsi terbuka | Aktif | $0.6 | $2.5 | $3.1 | AWS Bedrock | - |
| Moonshot | Kimi | K2-Thinking | Rakan kongsi terbuka | Aktif | $0.6 | $2.5 | $3.1 | Vertex AI | - |
| Moonshot | Kimi | K2.5 | Rakan kongsi terbuka | Aktif | $0.6 | $3 | $3.6 | AWS Bedrock | - |
| MiniMax | MiniMax | M2 | Rakan kongsi terbuka | Aktif | $0.3 | $1.2 | $1.5 | Vertex AI, AWS Bedrock | - |
| MiniMax | MiniMax | M2.1 | Rakan kongsi terbuka | Aktif | $0.3 | $1.2 | $1.5 | AWS Bedrock | - |
| Zhipu AI | GLM | GLM-4.7 | Rakan kongsi terbuka | Aktif | $0.6 | $2.2 | $2.8 | Vertex AI, AWS Bedrock | - |
| Zhipu AI | GLM | GLM-4.7 Flash | Rakan kongsi terbuka | Aktif | $0.07 | $0.4 | $0.47 | AWS Bedrock | - |
| Zhipu AI | GLM | GLM-5 | Rakan kongsi terbuka | Aktif | $1 | $3.2 | $4.2 | Vertex AI | - |
| AI21 Labs | Jamba | 1.5 Large | Rakan kongsi terbuka | Aktif | $2 | $8 | $10 | AWS Bedrock | - |
| AI21 Labs | Jamba | 1.5 Mini | Rakan kongsi terbuka | Aktif | $0.2 | $0.4 | $0.6 | AWS Bedrock | - |
| AI21 Labs | Jamba | Instruct | Rakan kongsi terbuka | Aktif | $0.5 | $0.7 | $1.2 | AWS Bedrock | - |
| AI21 Labs | Jurassic | 2 Mid | Rakan kongsi terbuka | Lama/tidak digalakkan | $12.5 | $12.5 | $25 | AWS Bedrock | - |
| AI21 Labs | Jurassic | 2 Ultra | Rakan kongsi terbuka | Lama/tidak digalakkan | $18.8 | $18.8 | $37.6 | AWS Bedrock | - |
Tiada baris yang sepadan dengan penapis semasa.