Usage Tracking
Track every request, token, and model call across your entire platform in real time.
Analytics
See Everything.
Control Everything.
OpenQCore gives you real-time observability into usage, cost, and performance across every model, agent, and workspace — so nothing runs blind.
Core Capabilities
Full Visibility Into Every AI Operation
From token-level usage to workspace-wide cost trends, every metric that matters is tracked automatically.
Cost Breakdown
See exactly what's driving cost — by model, provider, team, or workspace.
Performance Metrics
Monitor latency, error rates, and reliability across every provider and model in use.
Alerts & Thresholds
Get notified the moment usage, cost, or error rates cross a threshold you define.
How It Works
From Raw Events to Actionable Intelligence
Every request feeds into the same pipeline — collected, aggregated, visualized, and acted on automatically.
Step 1
Collect
Step 2
Aggregate
Step 3
Visualize
Step 4
Alert
Step 5
Optimize
Use Cases
Built For Teams That Operate at Scale
Whether you're managing cost, reliability, or growth, the same data powers every decision.
FinOps & Budgeting
Keep AI spend predictable with real-time cost visibility across every team and workspace.
Reliability Monitoring
Catch degraded performance or rising error rates before they affect your users.
Capacity Planning
Understand usage trends over time to plan scaling decisions with confidence.
Governance
Insight Without Compromising Control
Analytics should inform decisions — without exposing data across teams that shouldn't see it.
Per-Workspace Visibility
Every workspace sees its own analytics — fully isolated from every other workspace's data.
Exportable Reports
Export usage and cost data for finance, compliance, or internal reporting whenever you need it.
Retention Controls
Configure how long analytics data is retained, in line with your organization's policies.
Stop Guessing
Start Measuring
Get full visibility into cost, usage, and performance — the moment you deploy your first agent.