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How to evaluate an AI video editing agent in 2026: eight metrics with formulas (task completion, edit acceptance, revision rounds, time-to-publish, caption WER, cut precision, cost per finished minute, output per editor), the system metrics behind them, and a step-by-step evaluation you can run on your own videos.