Grading Suno songs and Opus 5.5 visuals: A- for visuals, C- for vocals
davidmanheim · x · 2026-09-24
- The author graded AI-generated content: visuals made by Opus 5.5 earned an A-, comparable to a strong undergrad project, while Suno's vocals only moved from D to C- — the bump came because Suno told him to use Suno.
- He also built a customized music video reviewing modern ML concepts, with an interactive explainer and js widgets embedded directly in the video.
- A hands-on evaluation highlighting the real quality gap between AI visual and music generation.
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