Simulated robotics eval: Claude Opus 5.5 preferred over Opus 5 in 14 of 16 comparisons

qinzytech · x · 2026-10-17

embodianalysis published direct head-to-head comparisons of Claude Opus 5.5 vs Opus 5 in simulated robotics tasks, with Opus 5.5 preferred in 14 of 16 pairs. Two examples illustrate behavior differences: in a croissant-and-jam task, Opus 5.5 moved the croissant to the cutting board and proceeded to the cabinet while Opus 5 left it on the plate (neither placed the jam); in a microwave task Opus 5 was preferred, reaching toward the lower Start button while Opus 5.5 worked near the upper controls, with clips not clearly confirming the microwave started. The authors stress a methodology point: completion-only scoring would rate both croissant runs identically (unfinished) and miss progress through the instruction — the 14/2 preference result is a relative judgment, not a task success rate.

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