CoDyControlBench - SMC-Family Controllers: leaderboard

Metric: Design success rate (%; sliding-mode-control family configurations under the Fixed-3 protocol; 132 controller-design configurations (1-6 DoF, LTI/LTV/nonlinear systems, coupling, damping, SMC- and PID-family controllers), mean of three independent runs; a design succeeds when every response channel meets the steady-state band and overshoot limits). Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.

Top models

#ModelScore
1GPT-5.5 (High)94.9
2Gemini 3.1 Pro (Preview)94.7
3GLM-5.289.6
4Claude Opus 4.875.8
5Qwen 3.5 397B A17B65.4
6DeepSeek V4 Pro (High)62.9

Interactive version: theaggregate.ai/benchmark?slug=codycontrolbench-smc-family-controllers · How It Works · Data refreshed daily, snapshot 2026-09-29.