The Superintelligence Observer
ActuIA

COBOL migration: what OpenAI's claimed 86.6% is really worth

OpenAI says GPT-6.1 Sol migrates 86.6% of the COBOL programs in its test with byte-identical output, against 5.4% for GPT-5.6 Sol, at 61% of the API cost. ActuIA notes the test was designed and scored by OpenAI and is unpublished, and that on Vals AI's independent code migration benchmark the model ranks fourth of 26, behind Claude Sonnet 5.5, Claude Opus 5.5 and GPT-6 Astra.

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