Show HN: Thumbnail Bench 1.0

3 hours ago 1

Leaderboard

Text-to-image model rankings based on ai thumbnail generation.

How We Evaluate

Each model creates thumbnails from production TubeSalt templates using identical prompts and default API settings. Thumbnails are typically scored against 10-15 criteria: anatomical accuracy (hands, face, body), skin quality, text and graphics quality, spelling, legibility, composition, framing and prompt-matching. The leaderboard shows average scores across multiple template generations.

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