Benchmarks and production analysis of AI models — measured, not guessed.
In the research, 13 evaluators compared SeedVR2 and Topaz Wonder 3 on 264 image pairs and tied 54-60% of them. SeedVR2 leads on edge sharpness, Topaz Wonder 3 wins faces, and the free model is the defensible default.
13 min read
SeedVR2 vs FLUX.2 [klein] 9B: blind evaluation of 264 image pairs by 13 professional evaluators across 4 quality dimensions. SeedVR2 wins naturalness at 91%, sharpness at 83%. Exception: AI-generated textures at close range.
Real production scores: 9 of 13 use cases ready without post-processing. Where GPT Image 2.0 leads, where it fails, and how to cut 4K costs by 20×.
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