How it works
Keep your model choices while Inferock adds routing, failover, per-call receipts, monthly loss reports, and remedy status by mode.
What you get
Use multiple providers and open models through one endpoint without rebuilding every call path.
Measured public benchmark support today is OpenAI, Anthropic, Gemini Developer API, and pinned OpenRouter endpoints; additional providers are a design capability until their adapters and evidence gates ship.
Move eligible requests to a healthy option when availability or capacity signals say the first path failed.
See failed calls grouped by failure type, event count, estimated cost, evidence, and remedy status.
Compare observable usage, cache, and charge fields so billing anomalies are visible instead of buried.
Dashboards show activity. Inferock shows which billed calls broke, what evidence supports the finding, and what happens next.
The process
Keep your model choice while attaching request, route, schema, timing, usage, and response evidence to each event.
Passive in path checks catch structural failures; active probes handle drift and baselines; some questions are flagged only when ground truth is available.
The report shows what failed, what it cost, the evidence behind it, and whether it is report only or eligible for bounded Managed service credits under agreed terms.
Category contrast
Inferock combines model access with the evidence needed to explain failed calls, costs, and Managed credit status.
| Category | What it usually answers |
|---|---|
| Routers | Which model should receive this request? |
| Observability tools | What happened in the trace, evaluation, or prompt workflow? |
| Cost tools | Where did spend go across teams, providers, and models? |
| Governance tools | Did the output meet policy, workflow, and review requirements? |
| Inferock | Which route served the call, what evidence was recorded, whether the call failed, and what remedy status applies? |