On Oct 21 2026 there were live fixed-price posts on Upwork asking for an AI UGC video ad for $10. Upwork’s
freelancer service fee is 0 to 15% per contract. Generation credits for one 15 to 30 second ad, allowing about twice the final length for re-rolls, come to roughly
$3 to $24 (my estimate from
published model prices: Kling 3.0 on a Higgsfield plan at the low end, Veo 3.1 Standard at $0.40 a second at the high end; voice, music and stills not included). Best case: $10, no fee, $3 of credits,
you keep $7. Worst case: $10 minus 15% leaves $8.50, minus $24 of credits,
you lose $15.50. That is before a single hour of your time. My estimate, not a quote.