Minimax H3 Max: The fastest model for on-brand execution

• —H3 Max is great at executing based on an established direction. It wins 59.5% of comparisons in Mockup and 56.8% in Refinement, when it starts from an approved frame.
• —In contrast, H3 Max only wins 43.8% in Ideation, when it has to ideate from the prompt alone.
• —Expert video creators picked H3 Max for staying on brand: it keeps the product's label and shape the way the approved frame had them, while other models redesigned the bottle.
• —H3 Max makes mistakes on prompt adherence and physics: it ignores the motion the brief asks for, and mishandles what moves in the background. A brief that asked for a slow arc around the product came back locked in a static front view, a bird meant to stay in the far canopy glitched across the middle of the frame, and a leaf meant to fall behind the bottle dropped in front of it and clipped through the glass.
• —Expert video creators also complained about lighting in two of the three campaigns' outputs, calling it flat and artificial next to the alternative.

Qualitative winning explanations · explicit brand, label, identity, consistency, and preservation language · H3 Max: 18/56 comments, Grok Imagine: 2/9, Gemini Omni Flash: 2/11, Seedance 2.0: 2/12, Seedance 2.5: 1/13.