Chapter Zero · Beginner FAQ

Why Is AI Video Generation So Expensive?

The previous page said one image costs a few cents. Video? It's priced by the second — roughly ¥1.5 to ¥5 per second. Generating one 10-second clip costs as much as tens of thousands of chat messages. Why?

One-sentence answer

Because a video isn't "one image" — it's twenty-plus images per second that all have to stay coherent, plus synchronized sound and physically plausible motion. The output volume is dozens of times an image's, and the difficulty rises much more than dozens of times.

Drag It · How Many "Frames" Hide Behind Your Video
I want to generate a video, length:5 s
Frames to generate (at 24 fps)
Chats the same money would buy
Rough cost (¥, CNY)
Pricing estimated at the order of magnitude of mainstream video model APIs as of August 2026 (e.g. Google Veo 3 at $0.2–0.75 per second, more with audio; China's Kling and Jimeng, converted from credits, land in the same range). Each little square above is one frame — and they can't each do their own thing; they have to fit together seamlessly, like a flipbook.
Where the Cost Comes From · It's Not Just "More Images"
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Frames have to "remember each other"

The character's clothing color, the cup in the background, the direction of the light — no frame is allowed to change its mind. The model has to keep hundreds of frames "in mind" and aligned with each other — far harder than painting hundreds of independent pictures, and the reason characters in early AI videos would "change faces" mid-walk.

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Physics has to hold up

Apples must fall, water must flow downhill, hair must move with the wind. The model has to "intuit" the laws of physics from massive amounts of video to avoid giving itself away — this ability burns the most training cost.

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Sound has to match the lips

The newest generation of models (Veo 3, Sora 2, and others) generates dialogue and sound effects directly — lip movements, footsteps, and ambient sound all synced to the picture. That's doing the video job and the audio job at once, which is why "with sound" costs noticeably more than "silent."

The good news: this price keeps falling. Just two years ago, the same quality of video cost several times more. The order of operations is worth remembering too: polish the script with cheap text first, lock the visual feel with few-cent images, and only then bring in per-second video — that's exactly how professional teams save money.

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