Key features
Core capabilities each platform advertises.
- OpenTelemetry-native tracing
- 50+ built-in eval metrics & LLM judges
- Prompt versioning & management
- Built-in AI gateway
- Full MLOps lifecycle (experiments, model registry, deployment)
- Agent failure root cause analysis
- Tool selection monitoring
- Cost budget tracking
- Production agent observability
- Real-time alerting