No true general-purpose robotics model yet: general AI agents vs VLA models tied across 901 head-to-head runs

DJiafei · x · 2026-11-07

Chris Paxton highlights a robotics benchmark: there's still no true general-purpose robotics model, not even from OpenAI. Across 901 head-to-head comparisons, general-purpose AI agents made more progress than robot-specific VLA models in 394 runs, VLA led in 265, and 242 were ties — with high variance, so no one-size-fits-all winner. General AI can now compete with specialized VLAs, but a true general robotics model remains unsolved.

Original post →

More from Embodied

Embodied channel →