Benchmarks.
How your AI stacks up against the field.
Benchmarks answers the question every operator asks: is this good? Anonymous, opt-in pools compare your agents against the field: cost per merged PR vs orgs your size, resolution rates vs your industry, research quality vs similar workloads.
Opt in, compare, target.
Contribute anonymized aggregates to the pool.
See your percentile against orgs your size and shape.
Set internal goals against where the field is moving.
What it measures.
Where every key metric sits against the anonymous field: P50, P78, P95.
Compare against orgs your size, workloads your shape, industries your kind.
Contribute anonymized aggregates, get the comparison back. No contribution, no access.
Is the field getting cheaper faster than you? Quarterly movement reports.
Who reaches for Benchmarks.
- ·Engineering leaders justifying AI spend
- ·Operators tuning against the field
- ·Teams setting internal targets
Pairs with the rest of Observe.
Want Benchmarks in your stack?
We're onboarding design partners now. Join the waitlist to be in the Benchmarks cohort.
Just email is required. One email when Benchmarks goes live. Nothing else.