Introduction
AI video generation has moved past the single-clip experiment phase. Creators, editors, and small studios now need platforms that don’t just host powerful models like ByteDance’s Seedance 2.5 — they need environments that fit real production habits: timelines, node graphs, agents, and asset libraries you actually use every day. Seedance 2.5 itself is impressive on paper — 30-second single-pass generation, up to 50 multimodal reference inputs, and roughly 20% better prompt adherence than Seedance 2.0 — but the productivity payoff really depends on how each host platform wraps a workflow around it.






