Model selection
Use these side-by-side benchmarks to choose the best model for realism, editing stability, design-led outputs, and cost before production starts.
Best if you are choosing between design-led marketing visuals and the safer overall default.
Benchmark scene structure, portrait polish, typography, and editing behavior side by side.
Best if you want the practical split between a premium Gemini image model and the cheaper default.
A practical Gemini-vs-Gemini benchmark focused on pricing, editing precision, dense reference scenes, and ultra-wide support.
Best if you already use Seedream and need to decide between the older model and the newer default.
Side-by-side benchmark across generation and editing tasks with matched prompts and real outputs.
Best if you care most about photorealism, face fidelity, and the speed-versus-cost tradeoff.
Full breakdown across realism, face fidelity, speed, cost, and pro workflows.
Choose by goal
You do not always need every comparison. Start with the benchmark that matches the most expensive failure mode in your workflow.
Start with the comparisons that make realism, named objects, and real-world accuracy the main question.
Start with the benchmarks that stress identity preservation, text replacement, object removal, and other surgical editing tasks.
Start with the pages that make price and value tradeoffs obvious before you lock in a high-volume workflow.
Start with the comparison that tests typography, layouts, product-style ads, and composition-heavy scenes.