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Full six-model report: rca-bench.greptime.com Code, protocols, and artifacts: GreptimeTeam/agent-rca-bench
How the query interface affects LLM root cause analysis: 504 runs across six models Disclosure: I work on GreptimeDB, which sponsors this benchmark. Model, prompt and telemetry were held fixed; only the query interface changed. Correct diagnoses went from 105 (Prometheus/Loki/Tempo APIs) to 130 (SQL over one store) out of 168, with ~48% less input. 14 incidents, and the comparison changes storage, query language and tool design together. Code and artifacts: GreptimeTeam/agent-rca-bench