We Put Ideogram 4 Head-to-Head against OpenAI, Google, and Microsoft in Four Image Stress Test
The comparison found different strengths across storytelling, product design, brand systems, and photorealistic physics.
By Ryan Merket · Published
Why it matters
Image generation competition is moving beyond spelling and prompt adherence into workflows that matter to founders and operators: pitch visuals, product concepts, brand systems, and marketing assets. The test suggests there is no single default tool yet, only different trade-offs by task.
The AI image wars are entering a new phase.
For the past year, most comparisons have focused on text rendering, typography, and prompt adherence. Those tests are important, but they're also becoming less useful as every major model gets better at spelling words and placing labels on a page.
So we decided to test something different.
We took the latest image models from OpenAI, Google, Microsoft, and Ideogram and ran them through four challenges designed to measure very different capabilities:
- Storytelling
- Product design
- Brand system creation
- Physical realism…