Think about the last time a new AI video model took over your feed. Everyone is posting clips, and the results look amazing.

So you open it up, type in your idea, and wait. Then the result arrives, and it's fine. Not bad, just not what you pictured.

That doesn't mean you did something wrong. More often, the model was built for a different job than the one you gave it.

Video models have stopped competing on one scale. They've started to specialize, so the better question isn't "which one is best?" It's "which one fits what I'm making this week?"

Let's walk through four, starting with the one made for short clips that talk.

If your videos are short and need a voice, Kling 3.0 is a good place to begin. It was released in Feb 2026 and generates 3 to 15 seconds at a time, with up to six shots cut together inside one generation.

Sound is built in too, including dialogue in Chinese, English, Japanese, Korean and Spanish, per Kling. So one prompt can give you a short scene with cuts and voices, instead of silent footage you dress up later.

But a clip that sounds right isn't always one that looks exactly right. Sometimes you already know the camera move you want.

That's where Luma Ray3.2 (Jun 2026) fits. You can place up to 16 keyframes inside a single clip, so you decide how the motion and pacing unfold. Clips run up to 20 seconds at 1080p.

Luma also added HDR generation and 16-bit EXR export, which matters if your footage is headed to a colorist. There's an API too. It suits people who already know the shot they want.

Both of those start from an idea, though. A lot of us start from something else: a pitch deck, a PDF, a spreadsheet someone sent last week.

Alibaba's Wan 3.0 is built for exactly that. It makes clips of up to 30 seconds from text, images, audio and video, and also from PDFs, slides, spreadsheets and web pages. Picture a training deck turned into a video lesson.

Reported API pricing on Alibaba Cloud:

Two things to know. Alibaba says characters and props stay consistent across the clip, but hasn't published a benchmark for that. And unlike earlier Wan releases, the weights are closed.

So far, everything has been about making something new. But what about the clip that's almost right?

Google's Gemini Omni 1.1 Flash (Aug 2026) is made for that moment. Instead of starting over, you tell it what to change in plain language, and it adjusts the clip.

The latest update added scene extension, first and last frame control, low-cost 360p drafts for testing ideas, and 4K upscaling. Reported pricing is about $0.10 per second at 720p. In Google Flow, it's open to AI Plus, Pro and Ultra subscribers.

That's the full lineup. Here's how it all fits together.

Before you try any of these, one thing to keep in mind: prices and plans change often, so check each platform's pricing page before you budget.

Back to that model taking over your feed. It probably wasn't wrong, just built for a different task. Next time, start with the job, then pick the model.