Bright key facts / Demonstrated

OpenAI’s COBOL AI gains put legacy software in focus

New coding results invite a serious look at AI-assisted maintenance. Bright examines the evidence, the limits and what safer modernization would require.

AI’s role
OpenAI evaluates code translation and SQLite-compatible database implementations across programming languages.
Documented result
OpenAI reports 86.6% COBOL migration accuracy for GPT-6.1 Sol at low reasoning effort and 97.9% at higher effort; GPT-6 Astra averaged an 87.4% MultiLangBench test pass rate at maximum effort across 20 languages. The measurements use different denominators.
Important limitation
Company-reported benchmark results; not independently reproduced by Bright.

Source published 2026-10-19 · Bright published 2026-10-19 · Evidence and limitations

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