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Compare API anomaly detection tools by the problem they detect: slow routes, abusive requests, or unusual data. Use a practical test plan.

Set up trace based alerts for errors and latency. Check sampling, request counts, time windows, and notification context before paging.

Compare four observability tools for real-time anomaly detection. Check their signals, baselines, alert timing, and investigation paths.