If you’ve ever tried creating images with text overlays using AI, you know the struggle — finding a model that nails both image quality and text readability is no easy feat. We put three leading AI image generators — FLUX 1.1 Pro, Recraft V3, and Stable Diffusion 3.5 Large — to the ultimate test with 16 unique prompts to see who comes out on top for generating eye-catching images with perfect text integration. The results? Let’s just say it’s an exciting showdown!
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The Contenders: Who’s Got the Best Eye for Detail?
Let’s dive into the competition with 16 different prompts across various themes — everything from dynamic posters to minimalist covers. Here’s how each AI measured up, image by image.
Image-by-Image Breakdown: The Good, The Great, and The Not-So-Great
1. Cinematic Portrait with Text Reflections
“A cinematic portrait of a woman in a red dress, with the word ‘Passion’ subtly incorporated as light reflections in her eyes, blending with the bokeh background of city lights.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 excelled in blending the text “Passion” within the light reflections in the subject’s eyes. FLUX 1.1 Pro also performed well, but its reflection looked less nuanced, while Stable Diffusion struggled with subtlety.
2. Vintage-Style Poster
“A vintage-style poster of a classic jazz musician mid-performance, with the word ‘Rhythm’ interwoven into the smoke rising from a cigarette in the corner.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
All Models Tied
Review: In this classic jazz-themed poster, all three models effectively incorporated the word “Rhythm” within smoke. Each model matched the vintage aesthetic well, making this a balanced outcome.
3. Dramatic Knight Helmet Close-Up
“A dramatic close-up of a medieval knight’s helmet with the word ‘Honor’ faintly visible in the metal scratches, adding depth to the worn armor.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: FLUX 1.1 Pro
Review: FLUX 1.1 Pro led here, capturing the text “Honor” faintly within the armor scratches, adding depth. Recraft V3’s attempt was close but lacked the same worn detail, while Stable Diffusion appeared more pronounced and less realistic.
4. Minimalist Modern Movie Poster
“A minimalist modern movie poster with a silhouetted cityscape at dusk, featuring ‘The Big City’ title glowing subtly in a neon font across the lower half of the image, blending with street lights.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
- All Models Tied
- Review: Each model integrated the title “The Big City” with a glowing neon font. FLUX 1.1 Pro, Recraft V3, and Stable Diffusion all performed equally well, making this another tie.
5. Nature-Themed Thumbnail
“A nature-themed thumbnail with a hiker standing on a cliff’s edge, with the word ‘Explore’ seamlessly merging into the background mountain range, nearly camouflaged among the rock patterns.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
All Models Tied
Review: In this hiker-themed image, the text “Explore” seamlessly blended with the mountain range. Each model displayed the text clearly yet subtly, making this a balanced result.
6. Close-Up Portrait with Painted Hands
“A close-up portrait of an artist’s paint-splattered hands, with ‘Create’ softly etched across the palms, blending with the colors and textures of the paint.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: FLUX 1.1 Pro
Review: FLUX 1.1 Pro accurately placed “Create” across the artist’s palms, blending naturally. Recraft V3 and Stable Diffusion struggled with text accuracy and subtlety, especially with color blending in this image.
7. Festival-Inspired Poster
“A festival-inspired poster with a crowd of people dancing at sunset, the word ‘Freedom’ crafted in flowing, dynamic text that blends into the colors of the sky and movement of the dancers.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
All Models Tied
Review: With the word “Freedom” integrated into the sky colors, all three models achieved vibrant results, effectively capturing the festival atmosphere.
8. High-Energy Sports Thumbnail
“A high-energy sports thumbnail showing a runner mid-stride, with the word ‘Power’ layered in semi-transparent text behind him, blending with motion blur and speed lines.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: FLUX 1.1 Pro
Review: FLUX 1.1 Pro stood out for its natural text placement with “Power” layered subtly in motion blur. Recraft V3 followed closely, but Stable Diffusion lacked precision in blending text with motion lines.
9. Futuristic Electric Car Advertisement
“A futuristic advertisement poster featuring a sleek electric car, with the brand name subtly projected in holographic text above the car, blending into the cityscape at night.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 projected the brand name clearly in holographic text above the car, achieving a sleek look. Stable Diffusion was the weakest here, while FLUX 1.1 Pro performed reasonably well.
10. Magazine Cover with Portrait of an Entrepreneur
“An inspiring magazine cover with a portrait of a young entrepreneur, with the word ‘Visionary’ written in a delicate font across the lower background, blending with the studio lighting and out-of-focus elements.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 led in this task, rendering “Visionary” naturally across the background with excellent lighting effects. FLUX was decent but less precise, and Stable Diffusion lagged in realistic text integration.
11. Meditative Sunrise Portrait
“A serene portrait of a yogi meditating in a field at sunrise, with ‘Inner Peace’ faintly visible in the morning mist surrounding the figure, adding to the calm ambiance.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: The word “Inner Peace” appeared faintly in the mist surrounding the yogi, executed best by Recraft V3. Stable Diffusion also performed well here, while FLUX 1.1 Pro fell short.
12. Minimalist Book Cover
“A minimalist book cover featuring a lone tree in a snowy landscape, with the title ‘Solitude’ carefully integrated into the tree branches, creating a natural, organic feel.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Models: FLUX 1.1 Pro and Recraft V3
Review: Both Recraft V3 and FLUX delivered well-blended titles in this minimalist design, achieving the natural, organic look required. Stable Diffusion ranked slightly lower due to less refined text integration.
13. Detailed Electronic Circuit Diagram
“A clean, detailed electronic circuit diagram for a simple LED light circuit, labeled with component names like ‘Resistor,’ ‘LED,’ ‘Battery,’ and ‘Switch.’ Each component should be clearly marked with symbols and values (e.g., ‘220Ω Resistor’ and ‘9V Battery’), with connecting lines and arrows indicating the flow of current, set against a subtle grid background to enhance readability.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 captured component labels accurately, making them readable and clean. FLUX was also decent, but Stable Diffusion’s output lacked clarity in labeling.
14. Step-by-Step Cake Baking Guide
“An informative, step-by-step diagram illustrating the process of baking a cake, with stages labeled ‘Prepare Ingredients,’ ‘Mix Ingredients,’ ‘Bake,’ and ‘Decorate.’ Each stage features icons or small images, such as measuring flour or placing the cake in the oven, with concise instructional text beside each step in a friendly, handwritten font to give a warm and inviting feel.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 created a friendly, readable guide. The text was clear, well-placed, and the icons enhanced visual guidance. FLUX’s output was less readable, and Stable Diffusion’s font clarity was lacking.
15. Scientific Diagram on Photosynthesis
“A scientific diagram on the process of photosynthesis, with stages like ‘Light Absorption,’ ‘Water Splitting,’ ‘Oxygen Release,’ and ‘Glucose Production’ each represented in sequential boxes. Arrows connect the boxes, and brief descriptions explain each stage, using scientific terminology and visual elements like sunlight, chloroplasts, and molecular structures, arranged on a vibrant green background with a slight gradient.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Models: Recraft V3 and Stable Diffusion
Review: Both Recraft and Stable Diffusion presented the scientific stages effectively, while FLUX fell short with less readable text, reducing the diagram’s educational value.
16. Plant Growth Infographic
“A detailed, visually engaging infographic on the stages of plant growth, featuring multiple sections labeled ‘Seed,’ ‘Germination,’ ‘Sprout,’ ‘Growth,’ and ‘Bloom,’ with each stage illustrated by a small drawing of the plant’s progress. The text should be integrated seamlessly with arrows and lines connecting each section, and key terms like ‘Photosynthesis’ and ‘Water Absorption’ displayed in a stylized font, blending with earthy tones in the background for an educational and organic look.”
FLUX 1.1 pro
Recraft v3
Stable Diffusion 3.5 large
Best Model: Recraft V3
Review: Recraft V3 provided a simple, informative infographic, achieving clarity in labeling. FLUX attempted complexity, resulting in readability issues, while Stable Diffusion maintained a simple, effective approach.
Summary Table
Final Verdict
Recraft V3 is the undisputed champion for text-based AI images. Whether it’s creating a sleek magazine cover or a step-by-step guide, Recraft V3 consistently delivered readable and beautifully integrated text. FLUX 1.1 Pro performed admirably in close-up shots and textured overlays, making it an excellent choice for dynamic, action-filled scenes. Stable Diffusion 3.5 Large did well in simpler setups but struggled with complex text placements, making it more suited for minimalist tasks.
Conclusion
For any project involving text overlays, Recraft V3 is your go-to model. It shines with clarity, realistic visuals, and flawless text integration. FLUX 1.1 Pro offers strong performance in artistic and textured shots, while Stable Diffusion provides a reliable option for simple text-based designs. Whether you’re working on dramatic posters, educational graphics, or vibrant magazine covers, this comparison gives you a clear path to the right tool!
from Anakin Blog http://anakin.ai/blog/best-ai-image-generators-for-perfect-text-overlays/
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