Should you switch models during a production?

Without Higgsfield: The common 2026 workflow picks a model per scene: Seedance 2.5 for commercial shots, Veo 3.1 for realism and Kling 3.0 for stylized sequences, though separate subscriptions split the work across credit systems and interfaces. Earlier, Gabo tested several models before production and then kept the chosen one for the whole film.

Axis: test first, then keep one model for the whole film ... pick the best model per shot

Answers by date: 2 records in 2 sources, newest first; the answers above are the current ones. The advice was refined (2026), never reversed, in these records.

date	who	answer	source
2026-10-20	Higgsfield	Higgsfield's blog says the common 2026 workflow picks a model per scene: Seedance 2.5 for commercial shots, Veo 3.1 for realism, Kling 3.0 for stylized sequences, which separate subscriptions split across credit systems and interfaces.	The 10 Best AI Video Generators in 2026, Tested and Compared
2026-09-22	Higgsfield	Gabo tests several models before production and then keeps the selected model for the whole film, avoiding a switch midway.	How Gabo Produces One-Hour AI Films With Higgsfield