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Video GenerationAI Business & IndustryZenn AI/MLPublished: Nov 6, 2026, 06:00 JST

MiniMax Hailuo wins cost race at $0.073 per usable second

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MiniMax Hailuo wins cost race at $0.073 per usable second

3 Key Points

  1. What happened

    AgDex's 2026 benchmark across nine video models calculated true cost after the reroll tax — the cost of discarded generations — and found MiniMax Hailuo cheapest at $0.073 per usable second, with Google Veo highest at $0.526.

  2. Why it matters

    For teams producing video at volume, the cheapest sticker price can still lose once discarded takes are counted, so comparing models on list price alone misleads budgeting.

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Context & Analysis

AgDex's benchmark rests on 60 standard prompts, a setup that lets the authors compare not only raw prices but how often a model's output actually survives review. That distinction matters because the usable rates in the study range from 38% to 58%, meaning a model with a low sticker price can end up costing more per finished second. The spread between MiniMax Hailuo and Google Veo — $0.073 versus $0.526 — reflects that gap directly. For teams planning production budgets, the benchmark suggests the line item to watch is not the advertised per-second rate but the share of generations that make it to final cut.

FAQ
What is the reroll tax?
It is the extra cost from discarded generations: on the 60-prompt test, usable rates ran from 38% to 58%, so nominal prices understated real cost.
Which model had the highest true cost per usable second?
Google Veo, at $0.526 with a 38% usable rate.
Which model was cheapest?
MiniMax Hailuo, at $0.073 per usable second with a 48% usable rate.
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Also reported by Qiita 機械学習

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