Where Seedream 5.0 Pro Breaks on Dense Text and How to Fix It

A July 27, 2026 test reran ByteDance’s public Seedream 5.0 Pro Antarctic-station infographic prompt and found that, while the model produced cleaner and less crowded layouts than the official example, its small text contained confirmed errors including duplicated characters, invented glyphs, incorrect chart labels and values, and a seven-step workflow rendered as nine misnumbered cards. Full-resolution review identified ten distinct issues across two outputs, with errors concentrated in caption-sized text, chart details, and enumerated elements, whereas large headings and much of the overall structure remained accurate. The analysis argues that unspecified captions, numbers, and labels are generated rather than reliably reproduced, making explicit quoted text, supplied data, precise item counts, 2K output resolution, repeated trials, and manual proofreading important for infographic use. A limited 1K comparison with GPT-Image-2 suggested stronger fine-print preservation in one competing render, though the source notes that the evidence is too narrow for a definitive model ranking.

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