Verified case · case-005

Code review bot on every PR: $640/mo → $112/mo.

Relatable to r/LocalLLaMA and r/devops crowds.

Before

$640

After

$112

Saved

83%

Run your own audit at aiusage.ai →

Details

Workload: code review bot on every PR
Role: engineering team
Region: global
Monthly saved: $528
Annual projection: $6,336
Output quality: identical

What changed

Same prompts. Same code. Same Claude model. The only change was where the request flows through before it hits Anthropic. AIUsage audits the workload, removes what didn't need to be there, forwards the rest. Your API key stays yours — AIUsage never stores it.

We don't publicly describe the mechanism behind the reduction — the proof is the number, and the number is testable. Paste your last 30 days at aiusage.ai and see your own delta. If it doesn't land above 40%, we tell you outright.

Other verified cases

Audit your own Claude usage →