GPT Image 2 vs Real Photography: Which Ranks Higher in Blind Pairwise Testing?
A 48-scene blind evaluation of GPT Image 2, Qwen Image 2, FLUX.2 Klein 9B, and real photographs by 13 production professionals.
Dmitry Shironosov
SeedVR2 vs Magnific: Which AI Upscaler Restores an Image Instead of Rewriting It?
264 image pairs, 13 evaluators, 792 blind judgments. SeedVR2 took detail recovery 86% to 2% and naturalness 82% to 2%. The one scale where Magnific closes the gap is also the one our evaluators could not agree on.
SeedVR2 vs Topaz Wonder 3: A 264-Pair Blind Evaluation of Two Image Upscalers
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.
SeedVR2 vs Flux2 Klein 9B: Which AI Upscaler Wins Across 264 Production Image Pairs?
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.
GPT Image 2.0 Review 2026: 9 of 13 Use Cases Ship As-Is
Where GPT Image 2.0 leads and where it fails, scored blind by 4 reviewers. What high vs low quality mode really costs, plus real 40–90s latency.