Three Approaches to Cutting AI Video Costs — Only One Doesn't Sacrifice Quality

The article discusses three approaches to reducing AI video production costs. The first is using cheaper models, which lowers generation costs but often degrades quality, leading to rework. The second is optimizing prompts and workflows to reduce waste, but it doesn't fundamentally change cost structure. The third, proposed by Volcengine, is to shift high-definition investment: generate at low resolution for exploration and selection, then enhance the final chosen version to delivery quality using AI MediaKit. For example, generating a 5-second 1080P video directly costs about 12.39 yuan, while generating at 480P and enhancing to 1080P via AI MediaKit costs about 2.44 yuan, reducing overall costs by up to 80%. AI MediaKit understands generation, using GenVR operators, dual-modality image and video capabilities, and cross-frame consistency algorithms to restore textures and details. Volcengine suggests that for top quality, Seedance 4K direct generation is available, but for cost-sensitive scenarios, low-res generation plus AI MediaKit enhancement balances quality and cost. The key is that effective cost reduction should not just lower unit price but restructure the production workflow, focusing high-definition resources on final deliverables.