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Billing for AI video renders: quotes, credit ledgers and automatic refunds

I recently shipped Memevibe , an AI body swap tool: you drop in a short clip, add a photo, and it renders the clip again with you as the person in it. Every render costs real GPU time, takes a few minutes, and can fail halfway. That makes billing a more interesting problem than the usual "check sub…

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  1. 2026-11-11 15:56 · DEV Community — AI
    Billing for AI video renders: quotes, credit ledgers and automatic refunds

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