MiniMax H3 speed-ups, measured

Quality is an AI's rating of still frames. Nobody has rated motion, lip sync or sound yet, so open a row and watch the clip.

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Speed-up is the baseline's render time divided by the method's, both measured in the same session on the same machine. Differences under about 5% are noise.

Five pips rate one fixed test shot from its still frames: . Taller is better, 5 is indistinguishable from the baseline. Amber and red pips mark the weak spots.

Compare with baseline