Benchmark Radar
AI BENCHMARK PROFILE

PLCBENCH

Industrial & EngineeringRobotics & Autonomous SystemsAgents

A hardware-in-the-loop framework evaluating LLM agents across commercial PLCs and physical process simulations, with deterministic scoring for PLC interaction, process-linked manipulation, and sustained physical impact.

Released
2026-08-27
Readiness
Paper only
Primary field
Industrial & Engineering

Why it matters

Existing evaluations stop before measuring sustained physical impact, leaving cyber-physical risk unquantified for autonomous agents targeting ICS environments.

Motivation

Industrial control systems (ICSs) rely on programmable logic controllers (PLCs) to connect networked computation with physical control.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.