Comparing HiDream Vs Flux Image Generation


We are using Flux Dev and Hidream Dev model to compare the results with every possible perspectives in standard 1024 by 1024 image resolution.


 

Testing with Image Generation


1. Photo-realism Test

 

flux test 1
Flux test 1

 

hidream test1
hidream test1

Prompt:

A close-up portrait of an elderly man with wrinkles, freckles, and grey hair, lit by soft window light, 85mm lens, high detail

 Goal: Test realism, skin texture, and lighting interpretation.


2. Artistic Style Adaptation

 

flux test 2
flux test 2
hidream test2
hidream test2

 

 

Prompt:

A medieval knight standing under a cherry blossom tree, in the style of Studio Ghibli

Goal: Evaluate style transfer, anime fidelity, and character stylization.


3. Complex Scene Composition

 

flux test 3
flux test 3

 

 

hidream test3
hidream test3

 

Prompt:

A bustling futuristic Tokyo street at night with neon signs, flying cars, food stalls, and people in cyberpunk outfits

Goal: Test scene complexity, object count, and lighting.


4. Fashion & Pose Accuracy

 

flux test 4
flux test 4
hidream test4
hidream test4

 

Prompt:

A female model wearing a red silk saree, standing confidently on a beach at golden hour, full body shot

 Goal: Evaluate clothing texture, pose accuracy, and natural settings.



5. Fantasy Creature Creativity

 

flux test 5
flux test 5
hidream test5
hidream test5

 

Prompt:

A dragon made of crystal and fire, flying over snow-covered mountains at sunset

Goal: Test fantasy imagination, material rendering, and lighting.


6. Perspective and Geometry

 

flux test 6
flux test 6

 

hidream test6
hidream test6


Prompt:

An architectural render of a modern glass house on a cliff, viewed from a wide-angle lens, hyper-detailed

 Goal: Assess handling of perspective, reflections, and geometry.


7. Abstract Style Challenge

flux test 7
flux test 7
hidream test7
hidream test7

 

Prompt:

An abstract painting of time, represented with floating clocks, shattered mirrors, and melting numbers, surreal style

Goal: Judge abstract concept interpretation and visual metaphor.


8. Cute Animal Rendering

 

hidream test8
hidream test8

 

Prompt:

A baby golden retriever sitting in a flower field, soft background blur, pastel colors, ultra-cute

Goal: Compare rendering of cuteness, fur texture, and background softness.



9. Sci-Fi Object Realism

 

 

hidream test9
hidream test9

 

Prompt:

A sleek silver spaceship landing on a desert planet with twin moons in the background, cinematic lighting

Goal: Test sci-fi design, environment, and cinematic framing.


10. Minimalist Composition

 

hidream test10
hidream test10

 

Prompt:

A lone tree in the middle of a snowy field, overcast sky, minimalist style, soft shadows

 Goal: Check restraint in detail, use of negative space, and mood setting.