Benchmark RadarAI BENCHMARK PROFILE
DBA-Bench
A production-fidelity benchmark for LLM-based database operations agents, using instrumented PostgreSQL environments with active workloads and outcome-first evaluation across 106 scenarios.
- Released
- 2026-07-24
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
Addresses gaps between evaluation and production database operations, offering a reproducible basis for comparing agent safety and efficacy.
Motivation
LLM-based database agents show promise, but differing task scopes, testbeds, and metrics hinder comparison.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.