Does a 10K-SKU catalog really turn into ad creatives in 12 minutes?

Yes. 50 parallel render workers + cached brand kit. The first render takes longer (new feed analysis); subsequent feed updates do delta renders only (changed SKUs). Benchmarks: 10K → 12m02s, 8K → 9m. Out-of-stock products auto-skip and live ads are auto-paused.