Sora 2 vs VEO 3.1 vs Kling 3.0: comparison of video generation models
Briefly about the main thing (BLUF)
Sora 2, VEO 3.1 and Kling 3.0 - three flagship video models with different trump cards: physics and “sense of reality”, generation from text, editing already filmed. We ran the same tasks through all three - we share measurements on speed and price and the conclusion of who to hire for which task.
Three video models, three different philosophies. I ran the same query through Sora 2, VEO 3.1 and Kling 3.0 for a week in a row - and realized that arguing “which is better” is pointless. Each has its own trump card. All three live in "Video" section of NeuralSpace, so you can compare it yourself in 10 minutes.
Physics and the “sense of reality”
Sora 2 Pro - there is no question the leader here. Water splashes like water, fabric falls like fabric, hair doesn't stick to your head like plastic. If you need a video that doesn’t scream “this is a neural network” - Sora.
VEO 3.1 captivates others: the camera moves as if behind it was a cameraman with fifteen years of experience. Smooth zooms, depth of field - straight from the cinema. But Kling 3.0 in physics is weaker than both. But it is fast and cheap. For social networks - normal.
Text → video
Based on pure generation from text, Sora 2/2 Pro is ahead. VEO gives a more “cinematic” picture - warm color, soft light. Kling produces a smooth, slightly cartoonish result. Not bad, just different.
Picture → video
And here Kling is tearing everyone apart. The O1 Image-to-Video, Motion Control, AI Avatar line covers everything from animated photos to lip-syncing. Sora and VEO also support image-to-video, but without such a set of modes.
Editing what has already been filmed
Only Kling O3 Pro/Standard Video-Edit. You use text to change the elements and style in the finished video. Sora and VEO simply don’t have that. For those who work a lot with existing video, this is an argument.
Speed and price
Kling - the fastest and most budget-friendly. VEO 3.1 Fast with references - the golden mean. Sora 2 Pro - the most expensive and the slowest, but the output is production quality. Well, you always pay for quality.
Short summary
- Advertising, film aesthetics - Sora 2 Pro or VEO 3.1
- Quick videos for social networks - Kling 3.0 or SeeDance
- Liven up a photo, make a lip sync or an avatar - Kling O1 / AI Avatar
- Remake a finished video with text - Kling O3 Video-Edit
Honestly, I wouldn't recommend choosing based on reviews. Register and send one request to all three - the difference is immediately visible.
Frequently asked questions (FAQ)
Question: How to get the best result from a neural network?
Answer: Use detailed prompts (descriptions) in English, set the style and details of the scene.
Question: Can these materials be used for commercial purposes?
Answer: Yes, the generated content is entirely yours.