USE CASE · AUTOMOTIVE
The best AI for car & automotive video
Rates shown at each model's base tier, verified July 2026 from official vendor pricing pages and documentation. Vendors change prices without notice — see methodology.
Car footage is a reflection test: paint is a mirror, and wrong reflections read instantly as fake. Gen-4.5 handles specular surfaces best and its camera control delivers the slow orbit that anchors every car reveal. For motion — highway pulls, corner exits — Sora 2 Pro's physics keeps weight transfer and road behavior believable.
Two very different buyers here: enthusiast content (cinematic, premium tiers, $15–30 per video) and dealership inventory (volume, image-to-video from listing photos on Seedance or Kling at $1–3 per car). Hard rule for anything commercial: badges, wheels and body lines must match the actual model and trim — generate anchored to real photos, never from text alone.
Whichever pick fits, pressure-test the budget in the calculator with your real clip counts — and remember every rate above multiplies by your retake ratio.