BenchLeader

Cost per task: agentic coding session

One long tool-using loop: 60,000 tokens in across turns, 4,000 tokens 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

259 of 259
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1GPT-5.4 ProOpenAI$2.5264.2
2GPT-4OpenAI$2.0441.8
3o3-proOpenAI$1.5254.4
4GPT-5 ProOpenAI$1.3860.7
5Claude Opus 4.1Anthropic$1.20$0.59358.1
6Claude Opus 4Anthropic$1.20$0.59354.4
7Claude 3 OpusAnthropic$1.2038.9
8o1OpenAI$1.14$0.80253.2
9GPT-6 AstraOpenAI$0.880$0.43470.6
10Claude Fable 5Anthropic$0.800$0.39570.4
11Claude Fable 5.1Anthropic$0.800$0.36170.3
12GPT-4 TurboOpenAI$0.72041.0
13GPT-5.5OpenAI$0.420$0.21766.6
14GPT-5.5 InstantOpenAI$0.42060.4
15Claude Opus 5Anthropic$0.400$0.19870.0
16Claude Opus 4.7Anthropic$0.400$0.19865.5
17Claude Opus 4.8Anthropic$0.400$0.19864.7
18Claude Opus 4.6Anthropic$0.400$0.19863.1
19Claude Opus 4.5Anthropic$0.400$0.19860.6
20GLM-5V-TurboZhipu AI$0.388$0.21757.2
21GPT-5.6 SolOpenAI$0.320$0.16068.0
22Kimi K3Moonshot AIopen$0.240$0.11866.5
23Claude Sonnet 4.6Anthropic$0.240$0.11860.3
24Claude Sonnet 4.5Anthropic$0.240$0.11857.8
25Claude Sonnet 4Anthropic$0.240$0.11854.0
26Claude 3.7 SonnetAnthropic$0.24052.1
27Claude 3.5 SonnetAnthropic$0.24045.1
28GPT-5.4OpenAI$0.210$0.10963.4
29Nova PremierAmazon$0.20045.3
30Command A 03Cohereopen$0.19043.5
31GPT-4oOpenAI$0.190$0.13442.3
32Command ACohereopen$0.19042.1
33Qwen3 7Alibaba$0.180$0.09058.9
34GPT-5.6 TerraOpenAI$0.168$0.08864.2
35Gemini 3.1 ProGoogle$0.168$0.08763.9
36Gemini 3 ProGoogle$0.16861.6
37GPT-5.3 CodexOpenAI$0.161$0.09062.4
38GPT-5.2OpenAI$0.161$0.09061.5
39GPT-5.2 CodexOpenAI$0.161$0.09060.7
40Claude Sonnet 5Anthropic$0.160$0.07961.2
41o3OpenAI$0.152$0.08560.3
42GPT-4.1OpenAI$0.152$0.08547.3
43Jamba 1.5 LargeAI21 Labs$0.15242.7
44Jamba Large 1.6AI21 Labs$0.15225.2
45Grok 4.6xAI$0.144$0.07963.8
46Grok 4.5xAI$0.144$0.06863.4
47Mimo v2 ProXiaomi$0.144$0.07260.5
48Pixtral Large (latest)Mistral AIopen$0.14442.2
49Mixtral 8x22BMistral AIopen$0.14439.0
50Magistral MediumMistral AIopen$0.14044.1
51Qwen3 8Alibaba$0.128$0.05863.9
52Gemini 3.5 FlashGoogle$0.126$0.06563.9
53Mistral Medium 3.5Mistral AI$0.12050.8
54Mistral Medium (latest)Mistral AI$0.12045.8
55Mistral Medium 3Mistral AI$0.12044.7
56GPT-5OpenAI$0.115$0.06459.5
57GPT-5.1OpenAI$0.115$0.06459.4
58GPT-5-CodexOpenAI$0.115$0.06558.1
59GPT-5.1-CodexOpenAI$0.115$0.06457.1
60Gemini 2.5 ProGoogle$0.115$0.06454.1