Decision tools
Usable AI Video Budget Calculator
A usable AI video costs more than a successful generation’s sticker price when rejected variants also consume budget. This calculator estimates the generated clips needed for your accepted deliverables, multiplies billed seconds by an entered rate, then adds editing and other production costs. Its acceptance rate is a scenario input. The result is an expectation under constant independent attempts, not a guaranteed production budget or a claim about any model’s success rate.
Open the live Usable Video Budget calculator - Budget per usable clip →
Example scenario
An illustrative campaign needs ten accepted eight-second clips. At 25 percent acceptance, expected generations are 40. A hypothetical rate of 0.10 dollars per generated second produces 32 dollars of generation cost. Three editing minutes per accepted clip at 20 dollars per hour add 10 dollars, for an expected 42-dollar budget or 4.20 dollars per accepted clip.
What the inputs mean
- Campaign deliverables: Enter your own value in count. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Accepted variants per deliverable: Enter your own value in count. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Seconds per generated clip: Enter your own value in seconds. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Price per generated second: Enter your own value in USD / second. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Accepted share of generations: Enter your own value in %. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Editing per accepted clip: Enter your own value in minutes. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Editing labor rate: Enter your own value in USD / hour. The initial value is illustrative; replace it with measured usage or a documented assumption.
- Other production costs: Enter your own value in USD. The initial value is illustrative; replace it with measured usage or a documented assumption.
What the result means
Separate generation spend from accepted-clip editing, and compare rejection scenarios before committing a campaign budget. Audio, minimum billing, upscaling and storage need explicit additional costs.
Assumptions
- This is an expected-cost scenario with independent attempts and a constant acceptance rate, not a confidence bound or guaranteed budget. All generated seconds are assumed billed at the same rate. Add audio, upscaling, storage, minimum billing and other charges explicitly.
- Default inputs are original illustrative examples, not provider quotes or measured customer outcomes.
- Shared links preserve numeric assumptions and engine version; downloads do not include raw imported files.
Where the prices come from
Rates in this tool are editable user assumptions. No provider API is called and no input is refreshed automatically. Verify current billing units and terms separately before using the scenario for a purchasing decision.
Formula and methodology
Accepted clips = deliverables x accepted variants per deliverable. Expected generations = accepted clips / acceptance fraction. Generation cost = expected generations x seconds per clip x price per generated second. Editing cost = accepted clips x editing minutes / 60 x editing hourly rate. Total budget adds generation, editing and fixed production costs. Positive deliverables at zero acceptance have no finite estimate.
Interpretation guide
- Compare alternatives with the same workload assumptions.
- Stress-test output-heavy, retry-heavy, cache-miss, and power-user cases before committing budget.
- Verify source links and production logs before using the estimate for billing decisions.
Limitations before production billing decisions
Treat ByteCosts calculations as planning estimates, not final billing totals. Real invoices can differ because token mix, retry rate, cache hit rate, rate limits, taxes, gateway fees, regional pricing, and negotiated discounts change the effective cost.
Verify the provider source before production billing decisions, then compare the estimate with your own logs or invoice once production traffic is live.
Usable AI Video Budget Calculator. ByteCosts. https://bytecosts.com/tools/usable-video-budget/