ForgeMeter customers often find backend teams account for the largest share of AI spend—not because they code more, but because they default to the most capable (and expensive) models for every prompt.
Match model to task
| Task | Typical routing |
|---|---|
| Boilerplate generation | Economy / fast model |
| Code review comments | Mid-tier model |
| Cross-repo refactors | Premium model with context limits |
| Test generation | Economy model with lint feedback |
Operationalize routing
- Baseline spend by team and model for two weeks
- Identify top three expensive workflows (reviews, tests, docs)
- Pilot down-tier models with quality spot-checks
- Document defaults in team playbooks—not ad hoc per developer
Let data suggest the swap
Generic advice helps; your data closes the loop. ForgeMeter's AI summaries call out concrete swaps—e.g., routing code reviews to a haiku-class model to save ~$180/month for a single squad.
Explore recommendations on the ForgeMeter live demo or connect your org for personalized insights.