OpenAI
Roboflow's vision benchmark of GPT-5.5 reports a shift to a 32x32 patch-based vision encoder that improves handling of high-resolution documents, complex charts, and structured layouts. On the Roboflow Vision Evals suite, GPT-5.5 placed fourth of 63 models at 76.12% overall accuracy, clearing 51 of 67 visual prompt evaluations. Domain strengths included 88.9% document understanding, 86.7% defect detection, and 85.7% object understanding. A clear weak point was precise counting at 30% accuracy, flagged as a limitation for quantitative visual tasks. Roboflow positioned GPT-5.5 as a fit for zero-shot dataset generation, document parsing, and unstructured visual reasoning, with integration available through Roboflow Playground and Workflows. The analysis was dated May 13, 2026, building on OpenAI's April 23, 2026 GPT-5.5 release.
