Nimbatrix meters token spend, latency and error rate across every provider you call, and attributes each line to the team, feature or customer that caused it — before the invoice arrives, not after.
| Route | Provider | Tokens | Cost | Latency |
|---|---|---|---|---|
| checkout.summarize team: growth |
Anthropic | 3,204 | $0.041 | 318ms |
| support.triage team: cx-platform |
OpenAI | 1,882 | $0.022 | 402ms |
| search.rerank team: discovery |
Internal API | 9,940 | $0.118 | 1,240ms |
| onboarding.draft team: growth |
Anthropic | 2,415 | $0.031 | 289ms |
Provider dashboards report totals. Observability tools report requests. Neither one can answer "which feature is burning the budget" — that reconciliation has to happen at the call level, tagged before the request ever leaves your stack.
Tag a route once with a team, feature or customer ID. Nimbatrix carries that tag through every downstream chart, so a cost spike is never a mystery for more than one query.
Nimbatrix baselines latency per route and alerts on drift, not just on hard thresholds — so a provider's quiet regression gets caught before it becomes a support ticket.
OpenAI, Anthropic, self-hosted models and your own internal APIs all land in the same normalized schema — so a chart comparing them is an actual comparison, not a guess.
"We stopped arguing about whose feature caused last month's overage. Nimbatrix just showed us the row."Priya Ramanathan — Staff Engineer, Platform, Northbeam Health
Every plan includes unlimited team members and unlimited routes. You pay for volume reconciled, nothing else.
No credit card, no code rewrite — connect your existing API keys and watch the first rows land.