A creator can generate an inexpensive clip and still lose money on the video. That happens when the budget counts only AI generation charges but ignores source material, editorial work, music, narration, subtitles, storage, and revisions. To evaluate commercial work, put every necessary activity in a cost stack.
A six-bucket worksheet
| Bucket | What belongs here | Common proof |
|---|---|---|
| Concept and scripting | Research, outline, factual review, copy editing | Approved brief and script |
| Source and rights | Reference footage, stock licenses, talent consent | Asset/license register |
| Generation | Model attempts, image preparation, upscales | Usage or credit log |
| Post-production | Editing, sound, subtitles, grading | Timeline and work log |
| Quality assurance | Technical decode checks, accuracy, accessibility | QC checklist |
| Publishing | Final formats, captions, thumbnails, delivery | Export checklist |
Treat a no-cost tool as a zero license cost, not zero labor cost. A creator's time remains a real business expense when deciding whether a project is profitable.
Example budget with assumptions visible
The following invented numbers describe a 90-second paid explainer, not an observed production or a published industry average:
| Cost bucket | Hypothetical allowance |
|---|---|
| Script/research | $45 |
| Reference rights | $20 |
| Model generation | $38 |
| Editing and sound | $90 |
| Captions and QA | $32 |
| Publishing/export | $15 |
| Subtotal | $240 |
A 15% contingency policy would add 240 × 0.15 = $36, making a $276 planning budget. The percentage is your planning choice. Do not present it as a universal rule or a guarantee that delays remain within that allowance.
Make rights clearance an explicit gate
“Available on the internet” does not mean free to reuse. Track the media creator, original source, applicable license, permitted usage, modifications, attribution requirements, and any third-party content. For educational explainers, identify whether a visual is a genuine record, a scientific animation, or an illustrative reconstruction. Mislabeling a visualization as actual footage can mislead even when the animation itself is permitted.
Likewise, commercial video generation permissions do not automatically cover copyrighted input images, logos, recognizable people, or music. When a rights question is unresolved, put the deliverable on hold or replace the uncertain asset. The cheapest workflow is not the one that accumulates hidden legal risk.
Separate cash from opportunity cost
If you already pay for an editing subscription, you may not incur an additional cash charge for this particular project. Still log the hours required. In a client quote, distinguishing incremental cash cost from total economic cost prevents an unprofitable job from looking profitable solely because software was pre-paid.
Decision rule: compare estimated client revenue against the full stack, not just generation credits. Use the credit calculator for one bucket, then add your real labor and licensed assets to the project quote.
Check the source and keep your inputs
Our examples show a decision-making method, not a live price quotation. Before purchasing credits, verify the provider’s billing method and current plan rules in its official credit documentation or the equivalent official page for the tool you use. Keep your calculations reproducible with our total cost CSV worksheet. See the methods and sources page for limitations and a full cost ledger.