Week 18, 2026

Why: When your bottleneck is 'AI can't spell' or product labels look wrong, GPT Image 2 targets typography and realism first—ideal for marketing, packaging, and UI exploration—not only artistic scenes.

Why: It addresses the hardest user complaint about AI video—convincing sound and lip-sync with motion—not only pixels. Strong fit when you need dialogue-forward clips or localized performances without a full audio post stack.

Why: If your product roadmap says 'agents that see and hear the world,' Omni is built for that integration story—fewer moving parts than bolting Whisper + CLIP + LLM together by hand.

Why: Teams outgrew 'cool sculpt from one photo' and need consistent assets from multiple references—Meshy 6 is explicitly positioned for that workflow.

Why: Most directories list generic video models; few spell out 'commerce motion' workflows—VTON fills that gap for teams selling apparel and accessories.