Alibaba's Wan 3.0 video model just landed on Kunlun's SkyProduction at 0.05 yuan per second — the lowest price of any video model yet, putting a 30-second clip at about 1.5 yuan. The price signal matters more than the model itself: AI video competition is shifting from "whose model is stronger" to "who can organize generation into a profitable pipeline."
What actually happened
On August 28, Kunlun's AI video platform SkyProduction (Tiangong Workbench, formerly the Tiangong Short-Drama Workbench) integrated Alibaba's latest video generation model Wan 3.0. It is free for all users from August 28 to 30; from August 31 pricing resumes at 0.05 yuan per second — about 1.5 yuan for a 30-second clip, the lowest price in the market. SkyProduction had already pushed Seedance 2.5 720P down to 0.4 yuan per second; Wan 3.0 cuts that by another order of magnitude.
From occasional generation to controlled production
The core upgrade is pushing AI video from "occasionally producing a few nice shots" toward controlled, batch production. Wan 3.0 generates up to 30 seconds natively in a single pass, enough for a full story beat from one prompt; it references up to 10 images, 5 videos, and 5 audio clips at once, and can even read Word, Excel, PPT, PDF, Markdown, and web pages. On the editing side it adds or removes objects, swaps people and outfits, adjusts lighting and motion, rewrites dialogue, transfers style, and extends footage forward or backward, while reinforcing consistency across characters, clothing, products, and scenes. Capabilities that used to live in separate tools are now packed into one model.
0.05 yuan per second: the text price war, repeated in video
We have already watched the text-model price war play out: frontier models competing on price, unit costs driven toward the margin. Now video is next. At 0.05 yuan per second, Wan 3.0 is an order of magnitude cheaper than Seedance 2.5's 0.4 yuan, and it overturns the old assumption that video generation is expensive. This is the same curve as the frontier pricing war and the concentration of compute we have covered: as compute and model costs fall fast, unit economics become the new axis of competition.
The real battlefield: pipelines and revenue loops
The model is only one link in the production chain. A finished AI film still needs script understanding, asset preparation, storyboards, generation, revision, post-production, plus team collaboration and cost control. That is the layer SkyProduction builds: a director-level agent parses scripts, identifies characters, scenes, and props, and generates assets; an asset system turns characters and scenes into reusable project assets; an infinite canvas supports visual iteration; smart storyboarding and a 3D director desk plan shots; team and data management support scaled production.
More importantly, the loop is closed: dramas generated with SkyProduction have already passed 2 million dollars in revenue on the DramaWave app. "Generation to distribution to revenue" is no longer a concept but a verified business. It runs in the same direction as the shift in agent calls and token economics — when costs fall, long tasks and batch production finally make economic sense.
What it means for the industry
First, AI film competition is moving from a model war to a margin war. When model prices approach zero, whoever can organize video generation into a stable, controllable, repeatable pipeline is the one who actually cuts costs and raises profit inside the workflow. Second, this round is led by Chinese vendors: the model (Alibaba's Wan 3.0) and the platform (Kunlun's SkyProduction) are pushing price and volume simultaneously, flattening the video-generation price curve faster. Third, short-drama economics is the first proven use case: low production cost plus scaled distribution makes the ROI of AI video add up for the first time — consistent with the trend of video-generation capability extending to long tasks.
What to do now
For creators: the free window runs through August 30 — run the prompts, character sheets, reference videos, and PDFs you never wanted to burn money on, and test 30-second long-form narration and consistency. For production teams: stop optimizing single generations; start turning character assets, storyboards, and batch production into a pipeline, and recompute your cost structure at 0.05 yuan per second. For industry watchers: adopt "model war to margin war" as the new lens — the winning move in video generation is no longer a leaderboard score but unit cost and a closed revenue loop.
FAQ
How much does one Wan 3.0 video cost?
From August 31, Wan 3.0 on SkyProduction costs 0.05 yuan per second — about 1.5 yuan for a 30-second clip, the lowest video-model price yet. It is free for all users from August 28 to 30.
How many references can Wan 3.0 take at once?
Up to 10 images, 5 videos, and 5 audio clips simultaneously, plus it can read Word, Excel, PPT, PDF, Markdown, and web content.
Is AI short drama actually making money?
Dramas generated with SkyProduction have passed 2 million dollars in revenue on the DramaWave app, validating the generation-to-distribution-to-revenue loop.
