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Deep DiveJune 4, 20266 min readLumineer Editorial
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The real credit economics of AI video in 2026

Every platform sells credits. Almost none tells you what a keeper shot actually costs. Here are the numbers.

01

Nominal cost per 10-second shot (mid-2026)

These are aggregator prices, USD, at 720p unless noted. Direct API pricing is usually higher.

  • Sora 2 — ~$0.55
  • Veo 3.1 — ~$0.75
  • Veo 3.1 Fast — ~$0.25
  • Kling 2.5 — ~$0.45
  • Seedance 2.0 — ~$0.20
  • Hailuo 02 — ~$0.30
  • Wan 2.5 — ~$0.28
02

The keeper-shot multiplier

Nominal cost is misleading. What matters is cost per usable clip. In our benchmarks, one keeper takes roughly 2-4 rolls. So a $0.55 Sora 2 shot is actually a $1.10-$2.20 keeper. Budget accordingly.

03

Hidden waste patterns

Three that quietly triple bills:

  • Re-rolling for tiny prompt tweaks instead of re-prompting from a clear brief.
  • Generating at 1080p when 720p + upscale is 40% cheaper for the same final quality.
  • Ignoring the fast tier of a model when the shot is a draft, not a final.
04

The pragmatic rule

Draft with the fast tier. Lock the shot. Generate the final at full quality. Upscale last. This one rule cuts most working budgets in half.

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