Verified case · case-001

Build CRM UI: $312/mo → $74/mo.

Typical indie builder — heavy codegen, iterative prompts.

Before
$312
After
$74
Saved
76%
Run your own audit at aiusage.ai →

Details

Workload
build CRM UI
Role
indie hacker
Region
US
Monthly saved
$238
Annual projection
$2,856
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

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