Pilot datasetOne prompt · one trial · 33 routes · not the official Core rankingRead the limits

openai · O+C

GPT 5.4

gpt-5.4

Pilot visual tierC

Human assessment

Valid but small and visually conservative in sampled frames.

One diagnostic trial. This is not a durable model capability claim.