GPT Image and Sora 2 Pro for real workflows
GPT Image is provided by OpenAI and emphasizes sharper detail and richer textures. Sora 2 Pro, from OpenAI, emphasizes extended duration and premium quality. The stronger option depends on the input, output constraints, and review standard.
How to test GPT Image vs Sora 2 Pro
Run the same prompt, source context, output format, and acceptance criteria through both models. Score accuracy, instruction following, edit time, latency, and current cost separately. Repeat the test on several representative tasks before standardizing on either model.