Benchmark and optimize your AI spend across every provider — before you commit.
No signup for the estimate · Total cost across pay-per-token, caching, batch & provisioned throughput
The same workload costs wildly different amounts depending on how you deliver it. Token rates are just the starting line.
// Indexed to pay-per-token = 100. Illustrative — your real frontier depends on volume, burstiness & context reuse.
Model every delivery method — pay-per-token, caching, batch, priority, provisioned — into one honest monthly number.
Benchmark cost per request, action, and user against anonymized peer profiles in your industry and region.
Model similarity scores show which models you can substitute for the use case — without breaking it.
Pick your models, mix, provider and delivery method. Get monthly TCO in seconds — no account needed.
See your cost per request, action and user against real peer profiles — and where you sit on the curve.
Discover the model mixes and delivery types that hit your target cost, with similarity scores to protect quality.
Seven steps take you from cloud and region to model mix and delivery method — with your total cost recalculating live at every step.
Estimate and optimize total cost across every provider and delivery method.
Benchmark your unit economics against peers and find the efficient frontier.