How Much Does AI Generation Actually Cost in 2026?
Real per-unit costs for AI images, video, voice and music — why subscriptions overcharge most people, how to budget a project, and where the money actually goes.
Nobody publishes a straight answer to this, because the honest one is unflattering to subscriptions: most people who pay $20 a month for an AI generator use a fraction of what they bought. This article gives the per-unit numbers, the arithmetic for a real project, and the three decisions that actually move your bill.
What a single generation costs
Underneath every pricing page is the same reality: a generation occupies a GPU for a period of time, and that time is what you pay for. A short video costs far more than a paragraph of text because it occupies far more of it. On WorkCrafter the costs are published directly, in credits. Credits are bought in packs — $5 buys 250, so a credit costs about $0.02, and the larger packs include bonus credits that bring it down to roughly $0.014:
- Text or code — 2 credits, about $0.04 per generation.
- Image — 10 credits, about $0.20.
- Voice-over — 10 credits, about $0.20.
- Music track — 15 credits, about $0.30.
- Video clip — 50 credits, about $1.00 — or $0.71 on the largest pack.
- Editing, trimming, sequencing, exporting — free, unlimited, forever.
Those ratios hold roughly across the whole market whatever the packaging. If a service does not show you per-unit pricing, it is not because the pricing is complicated — it is because a flat fee earns more from a light user than metered pricing would.
“A subscription is a bet that you will use less than you paid for. The house usually wins.”— WorkCrafter
Costing a real project
Abstract per-unit numbers are hard to reason about, so here is a concrete one: a 30-second product video, the sort of thing a small business posts monthly.
- Script, drafted and rewritten — 3 text generations = 6 credits.
- Four video clips, generated twice each because the first take rarely lands — 8 × 50 = 400 credits.
- One voice-over — 10 credits.
- One music bed — 15 credits.
- Two sound effects — 20 credits.
- Editing, sequencing and export — 0.
Total: **451 credits — about $9 at the starter rate, or $6.45 if you bought the $50 pack** — for a finished, publishable video. Do that every month and the year costs $78 to $108, against roughly $240 for a single mid-tier video subscription, before you add the separate voice and music tools most of those plans exclude.
The arithmetic flips if you generate video daily. At that volume a dedicated subscription can win, and it would be dishonest to pretend otherwise. The break-even is easy to check: $20 buys 1,300 credits, which is 26 video generations. If you reliably make more than about 25 videos a month, a flat $20 plan is the cheaper answer; below that, metered wins comfortably.
Three decisions that move your bill
Once you know that video dominates the cost, the levers become obvious — and they are all things you control, not plan features you have to buy.
1. Draft cheap, finish expensive
Explore an idea on a fast engine until the framing, motion and prompt are right, then re-run that exact prompt once on a premium engine. People who generate everything at flagship quality routinely spend three to five times more to reach an identical final clip. This single habit is worth more than any discount code.
2. Generate at the final aspect ratio
A clip generated 16:9 and then cropped for a vertical feed is a clip you will regenerate. Deciding the destination before the first prompt turns a two-generation mistake into a one-generation job — a straight 50% saving on the most expensive line item.
3. Keep clips short and cut in the editor
Longer generations cost more and hold together worse. Three short clips assembled in a free browser editor beat one long take on both quality and price, and the assembly step costs nothing.
Credits versus subscriptions, honestly
Neither model is universally better. What matters is the shape of your usage.
- **Irregular or project-based work** — credits win, and it isn't close. You pay for the busy month and nothing for the quiet one.
- **Daily high-volume generation in one modality** — a dedicated subscription in that modality is probably cheaper.
- **Mixed work across text, image, voice, music and video** — credits win again, because subscriptions are sold per modality and stacking four of them is where budgets actually go.
- **Testing whether AI fits your workflow at all** — credits, obviously. A subscription commits you before you know.
The trap is not the price of any one plan; it is accumulation. Four $20 plans is $960 a year, and almost nobody uses four tools evenly.
Costs that don't appear on any pricing page
- **Failed generations.** Ask whether they are refunded. On WorkCrafter they are, automatically — you should never pay for an error.
- **Regenerations from a vague prompt.** The real cost of a bad brief is three extra runs, and on video that is $3 you did not need to spend.
- **Seat minimums.** Some plans bill per user even when only one person generates.
- **Storage and export limits.** Paying to download work you already paid to create is a pattern worth checking for.
Budget by the deliverable, not by the month
The most useful habit here is to price the thing you are making rather than the time you are subscribing for. Before you start, write down what you need — four clips, one voice-over, one music bed — multiply by the per-unit costs, and add half again for second attempts. That figure is your budget, and it is knowable in advance.
Doing this once changes how you work. You stop generating idly because every run has a visible price, and you start writing better prompts because a vague brief is now a line item rather than an invisible loss. Metered pricing is not just cheaper for most people; it is the only model that makes the cost of carelessness legible.
Frequently asked questions
Why is video so much more expensive than images?
A video is dozens of coherent frames rather than one, and the model has to keep them consistent. That is far more GPU time per run, and the price reflects it everywhere in the market — not just here.
Do I pay for a generation that fails?
No. Failed generations are refunded to your balance automatically, so an error costs you time rather than money.
What is the cheapest way to make a finished video?
Draft on a fast engine, generate short clips at the final aspect ratio, and assemble them in the free browser editor. That combination typically lands a publishable 30-second piece under $10, and closer to $6 if you buy credits in a larger pack.
Is there a minimum spend?
New accounts get 30 credits free with no card. After that the smallest top-up is $5, and credits do not expire — so there is no monthly commitment to forget about cancelling.
Work out your own number
Take the project you actually want to make, count the generations honestly — including the second attempts — and multiply. If the total is under what a subscription costs, metered pricing is the cheaper answer, and you can find out for nothing with the free credits on a new account.
