Results are live for GPT 5.3 Codex! Overall, the model is a strong performer on programming tasks:

• On Terminal-Bench 2.0, it’s a +12.3% improvement over GPT 5.2, placing second behind Gemini 3.1 Pro Preview (02/26).
• On IOI, it performs well (at #2) but it doesn’t quite match GPT 5.2. Latency is high at nearly an hour per question, though that’s half of GPT 5.2‘s.
• On VibeCodeBench, it scores 41.4% (#4) compared to GPT 5.2‘s 46.9% (#2) — the Codex model appears less adapted to the OpenHands harness than the more general GPT 5.2.

All benchmarks were run with “xhigh” reasoning except Terminal-Bench 2.0, which used “high”.