Higgsfield Review: What AI Video Actually Costs (2¢/Second?)

The video argues that standard pricing for AI video tools is misleading, as users often pay for many failed generations before achieving a usable clip, a hidden expense the creator calls the 'iteration tax.' By evaluating the Higgsfield platform, the creator demonstrates that the real cost is significantly higher than the advertised per-second rate because only a fraction of outputs are keepers. The analysis advocates for workflows that reduce these iterations, such as using moodboards and reference frames to maintain style, tone, and consistency across generations. Ultimately, the creator concludes that for solo builders, optimizing the workflow to reduce trial-and-error is the most effective strategy for managing the true cost of AI video.