Compared with 4.0, this version delivers:

Better editing consistency — the subject’s fine details, lighting, and color tone are preserved even after edits;

Improved portrait retouching & beautification, yielding more natural, high‑quality human images;

Much improved small text generation, allowing clearer and more readable embedded text (e.g. signage, interface labels, captions);

Stronger multi‑image compositing — you can combine multiple input images / prompts more reliably to produce coherent, aesthetically pleasing results;

Enhanced inference performance and overall visual aesthetics — results are more precise and artistic.

For creators building AI‑powered creative tools (image generators, illustration pipelines, concept‑art workflows, etc.), Doubao‑Seedream-4.5 offers a substantial upgrade over most 4.x‑era image models.

We’d love feedback from the community — edge‑cases discovered, prompts that fail or succeed especially well, compositing tricks, retouching workflows, anything you find interesting.