Feature comparison overview

Compare Seedream 4.5 vs Flux 2 Pro side by side to see how text rendering, in-model editing, references, resolution, and cost differ across these two AI image models.

Feature
Maker / provider
Best for
Max resolution
Text rendering
Image editing
Reference inputs
Character consistency
Aspect ratios
Images per request
Photorealism
Cost efficiency
Available in
Seedream 4.5 (ByteDance)
ByteDance Seed
Text-in-image design + unified editing
Up to 4K (8K high-detail)
Dense, multilingual, small-font accurate
Unified generation + natural-language editing
Up to 14 per edit
Locked across multiple images
1:1, 3:2, 2:3, 4:3, 3:4, 16:9, 9:16, 21:9
1-10
Cinematic, dreamlike aesthetic
~$0.04/image (~4x more efficient)
Picsart AI Playground
Flux 2 Pro (Black Forest Labs)
Black Forest Labs
Photorealistic detail + texture
Up to 4K
Photorealism-focused (not specialized)
Generation-focused (edit via Picsart tools)
Multi-image input
Consistent detail per prompt
1:1, 4:3, 3:4, 16:9, 9:16, 21:9, 9:21
1-10
High-fidelity, rivals pro photography
Varies by Picsart plan
Picsart AI Playground






Seedream 4.5 vs Flux 2 Pro FAQ

Seedream 4.5 (ByteDance Seed) unifies image generation and editing in one workflow, with dense text rendering, character consistency, and up to 14 reference inputs. Flux 2 Pro (Black Forest Labs) is tuned for photorealistic detail, fine textures, and accurate lighting from text prompts.