Cost per task: code edit
6,000 tokens of files and instructions in, a 1,500-token diff out. Cost = input tokens × input price + output tokens × output price. “With caching” assumes three-quarters of the input is served from the prompt cache at the provider's cache-read price.
259 models · data as of 9 Sept 2026
- 1qwen3-4b-instruct-2507$0.0002
- 2Gemma 4 E4B$0.0003
- 3Sarvam 30B (high)$0.0003
- 4Granite 4.2 3B$0.0004
- 5Qwen3.5-4B$0.0004
- 6LFM2 24B A2B$0.0004
- 7Nova Micro$0.0004
- 8Llama 3.1 8B$0.0004
- 9HyperNova 60B 2605 (high, based on gpt-oss-120b)$0.0005
- 10nvidia-nemotron-nano-9b-v2$0.0005
- 11Granite 4.1 8B$0.0005
- 12Sarvam 105B (high)$0.0005
- 13Gemma 3 12B IT$0.0005
- 14deepseek-r1-0528-qwen3-8b$0.0005
- 15Gemma 3n E4B$0.0005
259 of 259
| # | ||||
|---|---|---|---|---|
| 1 |  GPT-5.4 ProOpenAI | $0.450 | – | 64.2 |
| 2 | GPT-5 ProOpenAI | $0.270 | – | 60.7 |
| 3 | GPT-4OpenAI | $0.270 | – | 41.8 |
| 4 | o3-proOpenAI | $0.240 | – | 54.4 |
| 5 |  Claude Opus 4.1Anthropic | $0.203 | $0.142 | 58.1 |
| 6 | Claude Opus 4Anthropic | $0.203 | $0.142 | 54.4 |
| 7 | Claude 3 OpusAnthropic | $0.203 | – | 38.9 |
| 8 | o1OpenAI | $0.180 | $0.146 | 53.2 |
| 9 | GPT-6 AstraOpenAI | $0.148 | $0.104 | 70.6 |
| 10 | Claude Fable 5Anthropic | $0.135 | $0.095 | 70.4 |
| 11 | Claude Fable 5.1Anthropic | $0.135 | $0.091 | 70.3 |
| 12 | GPT-4 TurboOpenAI | $0.105 | – | 41.0 |
| 13 | GPT-5.5OpenAI | $0.075 | $0.055 | 66.6 |
| 14 | GPT-5.5 InstantOpenAI | $0.075 | – | 60.4 |
| 15 | Claude Opus 5Anthropic | $0.068 | $0.047 | 70.0 |
| 16 | Claude Opus 4.7Anthropic | $0.068 | $0.047 | 65.5 |
| 17 | Claude Opus 4.8Anthropic | $0.068 | $0.047 | 64.7 |
| 18 | Claude Opus 4.6Anthropic | $0.068 | $0.047 | 63.1 |
| 19 | Claude Opus 4.5Anthropic | $0.068 | $0.047 | 60.6 |
| 20 |  GLM-5V-TurboZhipu AI | $0.063 | $0.046 | 57.2 |
| 21 | GPT-5.6 SolOpenAI | $0.054 | $0.038 | 68.0 |
| 22 |  Kimi K3Moonshot AIopen | $0.041 | $0.028 | 66.5 |
| 23 | Claude Sonnet 4.6Anthropic | $0.041 | $0.028 | 60.3 |
| 24 | Claude Sonnet 4.5Anthropic | $0.041 | $0.028 | 57.8 |
| 25 | Claude Sonnet 4Anthropic | $0.041 | $0.028 | 54.0 |
| 26 | Claude 3.7 SonnetAnthropic | $0.041 | – | 52.1 |
| 27 | Claude 3.5 SonnetAnthropic | $0.041 | – | 45.1 |
| 28 | GPT-5.4OpenAI | $0.037 | $0.027 | 63.4 |
| 29 |  Nova PremierAmazon | $0.034 | – | 45.3 |
| 30 | GPT-5.3 CodexOpenAI | $0.032 | $0.024 | 62.4 |
| 31 | GPT-5.2OpenAI | $0.032 | $0.024 | 61.5 |
| 32 | GPT-5.2 CodexOpenAI | $0.032 | $0.024 | 60.7 |
| 33 | GPT-5.6 TerraOpenAI | $0.030 | $0.022 | 64.2 |
| 34 |  Gemini 3.1 ProGoogle | $0.030 | $0.022 | 63.9 |
| 35 | Gemini 3 ProGoogle | $0.030 | – | 61.6 |
| 36 |  Command A 03Cohereopen | $0.030 | – | 43.5 |
| 37 | GPT-4oOpenAI | $0.030 | $0.024 | 42.3 |
| 38 | Command ACohereopen | $0.030 | – | 42.1 |
| 39 | Claude Sonnet 5Anthropic | $0.027 | $0.019 | 61.2 |
| 40 |  Qwen3 7Alibaba | $0.026 | $0.017 | 58.9 |
| 41 | o3OpenAI | $0.024 | $0.017 | 60.3 |
| 42 | GPT-4.1OpenAI | $0.024 | $0.017 | 47.3 |
| 43 |  Jamba 1.5 LargeAI21 Labs | $0.024 | – | 42.7 |
| 44 | Jamba Large 1.6AI21 Labs | $0.024 | – | 25.2 |
| 45 | Gemini 3.5 FlashGoogle | $0.022 | $0.016 | 63.9 |
| 46 | GPT-5OpenAI | $0.022 | $0.017 | 59.5 |
| 47 | GPT-5.1OpenAI | $0.022 | $0.017 | 59.4 |
| 48 | GPT-5-CodexOpenAI | $0.022 | $0.018 | 58.1 |
| 49 | GPT-5.1-CodexOpenAI | $0.022 | $0.017 | 57.1 |
| 50 | Gemini 2.5 ProGoogle | $0.022 | $0.017 | 54.1 |
| 51 | Nova 2.0 Pro PreviewAmazon | $0.022 | – | 52.3 |
| 52 |  Grok 4.6xAI | $0.021 | $0.015 | 63.8 |
| 53 | Grok 4.5xAI | $0.021 | $0.013 | 63.4 |
| 54 | Mimo v2 ProXiaomi | $0.021 | $0.014 | 60.5 |
| 55 |  Pixtral Large (latest)Mistral AIopen | $0.021 | – | 42.2 |
| 56 | Mixtral 8x22BMistral AIopen | $0.021 | – | 39.0 |
| 57 | Mistral Medium 3.5Mistral AI | $0.020 | – | 50.8 |
| 58 | Mistral Medium (latest)Mistral AI | $0.020 | – | 45.8 |
| 59 | Mistral Medium 3Mistral AI | $0.020 | – | 44.7 |
| 60 | Qwen3 6Alibaba | $0.019 | $0.014 | 62.0 |