← Tuesday, October 20, 2026AgentsCase study
Cloudflare cut AI code-review costs 68% and median time to 1m 32s
Cloudflare reduced average review cost from $2.43 to $0.77 and median time from 4m 09s to 1m 32s; about 40% of savings came from code optimizations, with the rest from model and effort choices. The breakdown offers practical levers for controlling agent costs and latency.
- What
- Cloudflare reduced its AI code reviewer’s average cost to $0.77, 68% below the average during its two most expensive weeks.
- How
- About 40% of savings came from reviewer-code changes; model selection and effort settings produced the rest, while median review time fell to 1m 32s.
- Why it matters
- The work shows how code-level and model-level optimization can reduce both inference costs and latency in an AI review system.
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