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1. FLUX.1 [dev] & [schnell]

Developed by Black Forest Labs, FLUX.1 remains the industry standard for prompt adherence and visual fidelity. FLUX.1 [dev] is the open-weights version derived from FLUX.1 [pro], best for complex prompts, text rendering, and high-detail composition. FLUX.1 [schnell] is the distilled 4-step version designed for extreme speed, ideal for local deployment and real-time applications. Best for marketing visuals, complex instruction following, and typography in images. Explore the FLUX Pro landing page or try FLUX Kontext for editing.

2. Stable Diffusion XL (SDXL) Turbo

The enduring workhorse from Stability AI. SDXL continues to be widely supported due to its massive ecosystem of fine-tunes and LoRAs. Best for community-style mixing, broad compatibility with ControlNet tools, and lower VRAM environments. Available on WaveSpeed.

3. Playground v3

Known for its exceptional lighting and color grading out-of-the-box. Playground v3 excels at creating "stock photo" quality images without heavy prompt engineering. Best for web design assets, digital art, and stylized content. Try it on WaveSpeed.

4. PixArt-Sigma

A Diffusion Transformer (DiT) model that rivals larger models in quality while being significantly smaller in parameter size, offering an efficient alternative for specific workflows. Best for high-resolution generation with lower compute costs. Available on WaveSpeed.

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ModelPrompt AdherenceImage QualitySpeedBest For
FLUX.1 devExcellentExcellent~3sAll-rounder
Stable Diffusion XLVery GoodVery Good~4sLoRA ecosystem
Stable CascadeGoodExcellent~6sHigh resolution
PixArt-SigmaGoodVery Good~2sEfficiency

Q & A

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