workload
Run an agent over a repo
Multi-step edits where every step resends context.
Agents re-read the tree and their own history, so input tokens pile up fast.
- Input per request
- 120k
- Output per request
- 6k
- Requests per month
- 60
- Tokens per month
- 7.56M
- Cheapest today
- $0.1476
- Most expensive
- $90.00
Most of the spread comes from output tokens on this workload. Applying a 60% prompt cache to the cheapest row moves it by $0 a month.
| Model | In /1M | Out /1M | Per request | Per month | Share | Buy |
|---|---|---|---|---|---|---|
| Mistral NemoMistralcheapestopen weights | $0.019 | $0.030 | $0.0025 | $0.1476 | Open | |
| GPT-OSS 20BOpenAIopen weights | $0.018 | $0.090 | $0.0027 | $0.162 | Openaff | |
| Qwen3.7 FlashAlibaba | $0.030 | $0.130 | $0.0044 | $0.2628 | Open | |
| Llama 3.1 8BMetaopen weights | $0.050 | $0.080 | $0.0065 | $0.3888 | Openaff | |
| DeepSeek V4 FlashDeepSeek | $0.086 | $0.171 | $0.0113 | $0.6808 | Open | |
| Gemini 2.5 Flash-LiteGoogle | $0.100 | $0.400 | $0.0144 | $0.864 | Open | |
| GLM 5.3 FlashZ.ai | $0.150 | $0.500 | $0.021 | $1.26 | Open | |
| Gemini 3.8 FlashGoogle | $0.750 | $3.75 | $0.1125 | $6.75 | Open | |
| Claude Haiku 4.5Anthropic | $1.00 | $5.00 | $0.150 | $9.00 | Openaff | |
| Grok 4.3xAI | $1.25 | $2.50 | $0.165 | $9.90 | Open | |
| GPT-5.1OpenAI | $1.25 | $10.00 | $0.210 | $12.60 | Open | |
| Grok 4.6xAI | $2.00 | $6.00 | $0.276 | $16.56 | Open | |
| GPT-5.2 CodexOpenAI | $1.75 | $14.00 | $0.294 | $17.64 | Open | |
| Claude Sonnet 5Anthropic | $2.00 | $10.00 | $0.300 | $18.00 | Openaff | |
| Gemini 3.1 ProGoogle | $2.00 | $12.00 | $0.312 | $18.72 | Open | |
| GPT-5.4OpenAI | $2.50 | $15.00 | $0.390 | $23.40 | Open | |
| Kimi K3Moonshot | $3.00 | $15.00 | $0.450 | $27.00 | Open | |
| Claude Opus 5.5Anthropic | $4.00 | $20.00 | $0.600 | $36.00 | Openaff | |
| GPT-5.5OpenAI | $5.00 | $30.00 | $0.780 | $46.80 | Open | |
| Claude Fable 5.1Anthropic | $10.00 | $50.00 | $1.50 | $90.00 | Openaff | |
| GPT-6 AstraOpenAI | $10.00 | $50.00 | $1.50 | $90.00 | Open |
Other workloads
Answer support ticketsSummarize documentsReview pull requestsClassify rows at scaleAnswer questions over your docsDraft docs and changelogs
Figures assume no retries, no failed calls, and no tool-use tokens. How the arithmetic works.
Prices read from 6 provider pricing pages on Sep 24, 2026. Some outbound links may be affiliate links. How that works.