Model Comparison

Flux 2 Pro vs Recraft V3

Two premium-tier models with nearly identical ELO ratings but distinctly different strengths. This comparison examines when Flux 2 Pro's photorealism and image-to-image capabilities outweigh Recraft V3's typography excellence and style presets—and when the reverse is true.

Comparison9 min read
Background

Premium Photorealism vs Design-First Excellence

Flux 2 Pro represents Black Forest Labs' flagship commercial offering. Built by the team that pioneered Stable Diffusion, it delivers the highest quality in the FLUX lineup with exceptional photorealism, coherent compositions, and support for image-to-image workflows. It sits at the premium end of the pricing spectrum while offering capabilities that justify the cost for professional applications demanding the best possible quality.

Recraft V3 emerged from Recraft AI with a fundamentally different philosophy: optimize for the needs of design professionals. The model briefly held top positions on image generation leaderboards and continues to be the go-to choice when typography accuracy matters. Its 18+ style presets—spanning realistic photography, digital illustrations, vector art, and specialized styles—offer precise control over output aesthetics that few models can match.

The ELO ratings tell an interesting story: ~1170 for Flux 2 Pro versus ~1172 for Recraft V3—essentially statistical noise in blind preference testing. Both models compete at the same quality tier, making the choice less about raw capability and more about which strengths align with your specific workflow. Flux 2 Pro excels at photorealistic subjects and supports image input for iterative refinement. Recraft V3 leads in text rendering and offers granular stylistic control through presets.

The price difference is modest—Recraft V3 costs roughly a third more than Flux 2 Pro per image. Both sit firmly in premium territory. Your choice should be driven by use case rather than cost—whether you need maximum photorealism with image input support, or whether typography accuracy and style presets matter more for your projects.

Tip: Both models produce excellent results for general subjects. The differentiators emerge in specific scenarios: text-heavy designs favor Recraft, while photorealistic portraits and image-to-image workflows favor Flux 2 Pro.

Side by Side

Visual Comparison

Compare outputs from both models using identical prompts. Notice the differences in text handling, photorealistic rendering, and overall style interpretation across different subject types.

PromptFlux 2 ProRecraft V3
Typography DesignLuxury wine label design with elegant script text reading 'CHATEAU MARGAUX' and 'GRAND VIN 2019', gold foil accents, classic French vineyard illustration, premium packaging design
Flux 2 Pro - Typography Design
Model: flux-2-pro
Luxury wine label design with elegant script text reading 'CHATEAU MARGAUX' and 'GRAND VIN 2019', gold foil accents, classic French vineyard illustration, premium packaging design
Recraft V3 - Typography Design
Model: recraft-v3
Luxury wine label design with elegant script text reading 'CHATEAU MARGAUX' and 'GRAND VIN 2019', gold foil accents, classic French vineyard illustration, premium packaging design
Portrait PhotographyEditorial portrait of a fashion designer in their atelier, surrounded by fabric swatches and sketches, dramatic side lighting, high-end magazine photography, shallow depth of field
Flux 2 Pro - Portrait Photography
Model: flux-2-pro
Editorial portrait of a fashion designer in their atelier, surrounded by fabric swatches and sketches, dramatic side lighting, high-end magazine photography, shallow depth of field
Recraft V3 - Portrait Photography
Model: recraft-v3
Editorial portrait of a fashion designer in their atelier, surrounded by fabric swatches and sketches, dramatic side lighting, high-end magazine photography, shallow depth of field
Product PhotographyPremium leather handbag floating on a gradient background, studio lighting with soft shadows, luxury e-commerce photography, brand name 'MAISON NOIR' embossed on clasp
Flux 2 Pro - Product Photography
Model: flux-2-pro
Premium leather handbag floating on a gradient background, studio lighting with soft shadows, luxury e-commerce photography, brand name 'MAISON NOIR' embossed on clasp
Recraft V3 - Product Photography
Model: recraft-v3
Premium leather handbag floating on a gradient background, studio lighting with soft shadows, luxury e-commerce photography, brand name 'MAISON NOIR' embossed on clasp
Digital IllustrationDetailed architectural illustration of a futuristic sustainable city, clean vector style, isometric perspective, lush vertical gardens, solar panels, flying vehicles, vibrant color palette
Flux 2 Pro - Digital Illustration
Model: flux-2-pro
Detailed architectural illustration of a futuristic sustainable city, clean vector style, isometric perspective, lush vertical gardens, solar panels, flying vehicles, vibrant color palette
Recraft V3 - Digital Illustration
Model: recraft-v3
Detailed architectural illustration of a futuristic sustainable city, clean vector style, isometric perspective, lush vertical gardens, solar panels, flying vehicles, vibrant color palette
Nature SceneGolden hour at a Japanese temple garden, koi pond with perfect reflections, cherry blossoms in full bloom, traditional stone lanterns, peaceful zen atmosphere, fine art photography
Flux 2 Pro - Nature Scene
Model: flux-2-pro
Golden hour at a Japanese temple garden, koi pond with perfect reflections, cherry blossoms in full bloom, traditional stone lanterns, peaceful zen atmosphere, fine art photography
Recraft V3 - Nature Scene
Model: recraft-v3
Golden hour at a Japanese temple garden, koi pond with perfect reflections, cherry blossoms in full bloom, traditional stone lanterns, peaceful zen atmosphere, fine art photography

New to ImageGPT?

ImageGPT provides access to both Flux 2 Pro and Recraft V3 through a single API. Choose the right model for each task—Flux 2 Pro for photorealism and image refinement, Recraft V3 for typography and design assets—without managing multiple provider integrations. Start with a 7-day free trial.

Recommendations

When to Use Each Model

Choose based on whether your workflow demands photorealistic quality with image input support, or typography accuracy with stylistic control.

Flux 2 Pro

  • Photorealistic portraits and environmental scenes
  • Image-to-image workflows and iterative refinement
  • Editorial and commercial photography simulations
  • Projects requiring subtle lighting and texture details
  • When you need to modify or enhance existing images

Recraft V3

  • Marketing materials with readable typography
  • Brand assets requiring consistent styling
  • Posters, labels, packaging, and signage design
  • Professional illustrations with specific style needs
  • Any project where accurate text rendering is critical
Deep Dive

Text Rendering Accuracy

The clearest differentiator: how each model handles typography in images.

Flux 2 Pro
"Vintage apothecary shop storefront with ornate hand-painted ..."
Flux 2 Pro result
Model: flux-2-pro
Vintage apothecary shop storefront with ornate hand-painted signage reading 'MONTGOMERY & SONS' and 'EST. 1892 FINE REMEDIES', warm interior glow visible through leaded glass windows, morning light, boutique photography
Recraft V3
"Vintage apothecary shop storefront with ornate hand-painted ..."
Recraft V3 result
Model: recraft-v3
Vintage apothecary shop storefront with ornate hand-painted signage reading 'MONTGOMERY & SONS' and 'EST. 1892 FINE REMEDIES', warm interior glow visible through leaded glass windows, morning light, boutique photography

Text rendering reveals the fundamental difference in how these models were trained and optimized. This prompt requires rendering a business name, establishment date, and tagline in a vintage hand-painted style—challenging even for models explicitly designed for typography.

In our testing, Recraft V3 consistently produced legible, properly-formed text that maintained the vintage aesthetic. Flux 2 Pro often captured the overall mood effectively, but text elements frequently contained subtle errors—letters running together, inconsistent sizing, or slight deformations that become apparent on close inspection. For signage, labels, packaging, or any design where text must actually be readable, Recraft's reliability advantage is clear.

Note: Text accuracy varies between generations for all models. However, Recraft's success rate is notably higher—typically producing usable text in 2-3 attempts versus 5-8+ attempts for Flux 2 Pro on complex typography prompts.

Deep Dive

Photorealistic Portraits

Comparing human subject rendering—where Flux 2 Pro often excels.

Flux 2 Pro
"Environmental portrait of a ceramics artist in their sun-fil..."
Flux 2 Pro result
Model: flux-2-pro
Environmental portrait of a ceramics artist in their sun-filled studio, clay-covered hands shaping a vessel on a spinning wheel, dust particles visible in afternoon light beams, shallow depth of field, documentary photography
Recraft V3
"Environmental portrait of a ceramics artist in their sun-fil..."
Recraft V3 result
Model: recraft-v3
Environmental portrait of a ceramics artist in their sun-filled studio, clay-covered hands shaping a vessel on a spinning wheel, dust particles visible in afternoon light beams, shallow depth of field, documentary photography

Portrait photography tests a model's ability to render convincing human subjects with natural skin textures, authentic expressions, and proper environmental integration. This prompt adds complexity with atmospheric elements—dust in light beams, wet clay textures—that require sophisticated understanding of light behavior.

Flux 2 Pro typically produces portraits with remarkable naturalism—subtle skin texture variations, proper light falloff, and the kind of imperfections that make images feel real rather than rendered. Recraft V3 produces attractive portraits but sometimes with a slightly more processed or stylized quality. For portraits without text elements, Flux 2 Pro's photorealistic edge becomes the deciding factor.

Deep Dive

Style Control and Presets

How Recraft's preset system compares to Flux 2 Pro's prompt-based styling.

Flux 2 Pro
"Detailed vector illustration of a cozy coffee shop interior,..."
Flux 2 Pro result
Model: flux-2-pro
Detailed vector illustration of a cozy coffee shop interior, customers working on laptops, barista behind counter, plants by the window, flat design style with subtle shadows, warm muted color palette
Recraft V3
"Detailed vector illustration of a cozy coffee shop interior,..."
Recraft V3 result
Model: recraft-v3
Detailed vector illustration of a cozy coffee shop interior, customers working on laptops, barista behind counter, plants by the window, flat design style with subtle shadows, warm muted color palette

This prompt requests a specific illustration style—vector art with flat design aesthetics—that requires understanding of design conventions distinct from photorealism. It tests whether each model can execute a coherent visual language with clean edges, geometric shapes, and limited color palettes.

Recraft's style preset system provides significant advantages here. The "digital_illustration" or "vector_illustration" presets produce outputs that respect illustration conventions consistently. Flux 2 Pro interprets style prompts more creatively—sometimes producing beautiful results that blend styles in unexpected ways, other times missing the mark on purity of style. For projects requiring predictable style consistency across multiple assets, Recraft's presets offer valuable control.

Tip: When creating brand assets that need visual consistency across multiple images, Recraft's presets help ensure cohesion. When you want creative interpretation of a style, Flux 2 Pro's flexibility may produce more interesting variations.

Deep Dive

Commercial Design Applications

Testing each model's suitability for professional marketing assets.

Flux 2 Pro
"Premium cosmetics advertisement, elegant perfume bottle labe..."
Flux 2 Pro result
Model: flux-2-pro
Premium cosmetics advertisement, elegant perfume bottle labeled 'NOIR ABSOLU' on a reflective black surface, rose petals scattered artfully, dramatic studio lighting with rim light, luxury brand photography
Recraft V3
"Premium cosmetics advertisement, elegant perfume bottle labe..."
Recraft V3 result
Model: recraft-v3
Premium cosmetics advertisement, elegant perfume bottle labeled 'NOIR ABSOLU' on a reflective black surface, rose petals scattered artfully, dramatic studio lighting with rim light, luxury brand photography

Commercial design combines multiple challenges: product photography requiring precise lighting and reflections, branding elements with readable text, and the polished aesthetic expected in luxury marketing. This prompt tests whether outputs could plausibly serve as campaign mockups or concept presentations.

The brand name "NOIR ABSOLU" provides a clear text rendering test. Recraft V3 typically renders product labels legibly, making the output immediately usable for concept presentations. Flux 2 Pro often produces stunning compositions with beautiful lighting, but label text may require regeneration or post-processing. For commercial work where text accuracy is table stakes, Recraft's reliability reduces iteration time significantly.

Deep Dive

Professional Workflow Integration

How image input support changes the creative process.

Flux 2 Pro: image input supported
"Dramatic landscape photograph of the Scottish Highlands, anc..."
Flux 2 Pro: image input supported result
Model: flux-2-pro
Dramatic landscape photograph of the Scottish Highlands, ancient castle ruins on a cliff edge, storm clouds breaking to reveal golden light, atmospheric mist in valleys, professional travel photography
Recraft V3: text-to-image only
"Dramatic landscape photograph of the Scottish Highlands, anc..."
Recraft V3: text-to-image only result
Model: recraft-v3
Dramatic landscape photograph of the Scottish Highlands, ancient castle ruins on a cliff edge, storm clouds breaking to reveal golden light, atmospheric mist in valleys, professional travel photography

For text-to-image generation of landscapes and nature scenes, both models produce excellent results. The quality difference is subtle—Flux 2 Pro tends toward more naturalistic rendering while Recraft may apply slight stylization based on its default preset.

The real differentiator is workflow capability. Flux 2 Pro's image input support means you can iteratively refine compositions—start with a generated image, then use it as input with modified prompts to adjust specific elements. This iterative capability is invaluable for professional workflows where the first generation is rarely the final output. Recraft's text-to-image-only approach requires generating from scratch each time, which can be limiting for refinement-heavy projects.

Tip: For projects involving iteration and refinement, Flux 2 Pro's image input support can significantly accelerate workflows. For projects where you need to nail specific typography or apply consistent style presets, Recraft's focused capabilities may be more efficient despite lacking image input.

Specifications

Feature Comparison

Technical specifications and capabilities for both models.

FeatureFlux 2 ProRecraft V3
Release20252024
ArchitectureFLUX.2 DiffusionRecraft proprietary
CreatorBlack Forest LabsRecraft AI
Image qualityExcellentExcellent
Text renderingGoodIndustry-leading
PhotorealismExcellentVery Good
Generation speed~6s~5s
Relative costLower~33% more
Image input support
Aspect ratio options9 ratios7 ratios
Style presetsNone18+ presets
ELO rating~1170~1172
Open weights
Try It Yourself

Try Flux 2 Pro

Try Flux 2 Pro with your own prompts. Generate images and compare the results. Try prompts with text elements to see Recraft's typography advantage, or test photorealistic subjects to experience Flux 2 Pro's rendering quality.

Generated visual
https://demo.imagegpt.host/image?prompt=A+vintage+travel+poster+for+%27SWISS+ALPS+RAILWAY%27%2C+art+deco+style+with+dramatic+mountain+peaks%2C+a+red+train+crossing+a+stone+viaduct%2C+bold+typography%2C+retro+color+palette+with+deep+blues%2C+rich+greens%2C+and+warm+golds&model=flux-2-pro

Frequently Asked Questions

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