Billing dimensions
Transcripts cite per-image buckets (e.g., 300/900) and per-minute buckets (e.g., 3/9 minutes) with example floor prices—verify live pricing on Pointcosm. [unverified]
Tier differences
Standard tiers target typical objects/small scenes; pro tiers aim at larger image counts or panoramic captures. Also evaluate upload reliability, retry costs, and export formats vs downstream viewers.
Local vs other clouds
Local trainers suit iteration and privacy; clouds outsource compute and some denoising. Benchmark vendors with a small matrix: export, queue time, unit economics.