This is an AI video generation comparison for
image-to-video 
prompt:
A confident 25-year-old woman stands before a vibrant yellow wall. She wears a chic purple jacket and embellished jeans, a black backpack in her hand. In a calm, rhythmic motion, she begins modeling her outfit with poise — stepping closer in fashion-forward pose while looking confidently at the camera, projecting strength, then reatreating and adjusting her jacket, turning around herself. The camera remains almost still, holding focus on her, while a gentle parallax effect and soft depth-of-fie...
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Tested: November 6, 2025
It's easy playing around with this prompt in Grok. It has good understanding of fashion photoshoots. Backpack of course main hurdle.
Tested: November 6, 2025
Wan is quite good with this, producing distinctly realistic outputs. Backpack handling - same as most - hit and miss.
Tested: November 6, 2025
Kling is doing great with these kind of prompts.
Tested: November 6, 2025
Jacket handling is not quite ideal. This happened in 3 tests.
Tested: November 6, 2025
Had her place backpack on her shoulder knowing otherwise it just hangs magically behind her while she moves. Otherwise good AI model for this task.
Tested: November 6, 2025
Ok so instead of image to video we get a reference to video? Another model wearing these clothes and a gibberish text on wall, plus her left hand acts weird. think our tall image gotten cropped so model couldnt see top-bottom of it.
Does the woman move with realistic motions (stepping forward, posing, then retreating)?
Are her poses fashion-forward and natural, without body warping or stiffness?
How is she holding her backpack throughout the video?
Does she turn around herself smoothly, maintaining anatomical consistency?
Is the camera mostly still, with only a gentle parallax effect?
Does the depth-of-field shift subtly, keeping focus on her as she moves?
Check out the results from GROK (Grok Imagine v0.9) vs Wan (Online Platform) (Wan2.5 Preview) vs Freepik (Kling 2.5 Turbo) vs Freepik (Hailuo 2.3 Fast) vs Dreamina AI (Seedance 1.0 Lite) vs Fal AI (LTX-2) for similar or identical prompts side-by-side.
