Analytics
Foil provides comprehensive analytics to understand your AI application’s performance, costs, and quality.Dashboard Overview
The main dashboard shows key metrics at a glance:Available Analytics
The dashboard includes charts and breakdowns for:- Requests over time — volume trends with agent breakdown
- Success/failure rates — error trends and patterns
- Latency distribution — response time buckets and p50/p95/p99 percentiles
- Token usage — input/output token consumption over time
- Cost breakdown — costs by model and time period
- Error analytics — errors by type and error rate trends
- Tool usage — which tools are used by which agents
Best Practices
Monitor success rate trends
Monitor success rate trends
A dropping success rate often indicates issues before they become critical.
Track p95 latency
Track p95 latency
Average latency can hide outliers. p95 shows what your slowest users experience.
Set up cost alerts
Set up cost alerts
Monitor costs closely, especially when testing new prompts or models.
Compare week-over-week
Compare week-over-week
Regular comparisons help identify regressions quickly.
Next Steps
Alerting
Set up alerts
Experiments
Run A/B tests