Flux Kontext Pro is best for reference-guided image edits and style transfer and controlled variations. This guide explains when to use it, how to prompt it, and how it differs from nearby Yollomi models. It currently starts at 4 credits on Yollomi.
Reference-guided image edits
Style transfer and controlled variations
Product, portrait, and character refinements
Keeping the source composition while changing details

Flux Kontext Pro output examples
Large visual examples first. Details stay below.

Create new versions of an existing image while preserving the subject, pose, product, or composition.
02Change backgrounds, colors, styling, atmosphere, or scene details from a clear visual starting point.
03Turn one approved direction into multiple product, portrait, or social-ready variants.
Flux Kontext Pro is useful when you already have a source image and want a controlled transformation rather than a completely new composition. It is better for edits, variations, style changes, and reference-guided creative workflows than a pure text-to-image prompt.
Use Flux Kontext Pro after choosing the source image. Describe the fixed elements first, then specify the new style, background, color, mood, or object changes so the edit stays focused.
Workflow
Image to Image
Provider
Black Forest Labs
Look
reference-aware, polished, variation-friendly
Strength
turning an uploaded image into controlled new versions
Prompt sensitivity
works best when the prompt separates what must stay unchanged from what should change
Best output stage
controlled refinement after a base image or reference is ready
Three steps. No long guide required.
Reference-guided image edits
It protects the product identity while changing only the environment and lighting.
Use GPT Image 2 for instruction-heavy edits and exact text. Use this model when the uploaded reference should drive the result.
State what should remain unchanged before describing the edit.
Use reference-specific language such as keep the pose, preserve the product shape, or maintain the face identity.
Describe the new style, lighting, background, and output use case.
Avoid asking for unrelated changes in one pass; split major edits into separate generations.
Large structural changes can drift away from the source image.
Exact text, logos, and tiny details still need manual review.
Very vague edit prompts can produce generic style transfer instead of a targeted result.
Reusable recipes, collapsed by default.
keep the exact product shape and angle, replace the background with a clean marble bathroom counter, soft morning light, premium skincare ad style
keep the exact product shape and angle, replace the background with a clean marble bathroom counter, soft morning light, premium skincare ad style
It protects the product identity while changing only the environment and lighting.
preserve the face identity and expression, change the outfit to a black tailored blazer, modern studio lighting, editorial LinkedIn portrait
preserve the face identity and expression, change the outfit to a black tailored blazer, modern studio lighting, editorial LinkedIn portrait
It makes the identity constraint explicit and gives a clear final use case.
keep the same composition, transform the scene into a warm cinematic sunset mood, richer shadows, golden rim light, realistic detail
keep the same composition, transform the scene into a warm cinematic sunset mood, richer shadows, golden rim light, realistic detail
It asks for mood and lighting changes without rebuilding the entire image.
Quick model choice.
Use GPT Image 2 for instruction-heavy edits and exact text. Use this model when the uploaded reference should drive the result.
Use Flux Kontext Pro for high-quality context-aware edits. Compare with this model when visual fidelity matters most.
Use text-to-image when you do not have a source image. Use image-to-image when preserving a reference is important.
Flux Kontext Pro is best for reference-guided image edits, style transfer and controlled variations, product, portrait, and character refinements, keeping the source composition while changing details.
State what should remain unchanged before describing the edit.
Flux Kontext Pro currently starts at 4 credits on Yollomi. Some settings may use more credits.
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