Are image-generator limits published?
Three numbers decide what a plan is worth — a daily cap, a credit balance and a queue. Most pricing pages in this category print one of them.
The question
Stills are the cheap end of this category and the place most work actually happens, which makes the subscription maths unusually simple: how many usable images per month, at what wait, for what money. Simple, and obstructed by pricing pages that publish a single flattering figure.
What we checked
- Pricing pageAre the limits stated in units a buyer can count?
- Satisfied by
- Clip length in seconds, resolution in pixels, generations per day as a number, queue priority described in words that mean something.
- Usually found
- A credit balance with no stated conversion, and the word unlimited somewhere above a fair-use clause that contradicts it.
- At stake
- This is the difference between a subscription that finishes work and one that runs out on a Tuesday.
- Privacy policyHow long are prompts and generations kept, and can they be deleted?
- Satisfied by
- A retention period in days or months, a deletion route that removes rather than flags, and a plain statement about training use.
- Usually found
- No period at all, deletion described as account closure, and training use addressed in a sentence that could mean either thing.
- At stake
- Prompts in this category are the most sensitive record a consumer service can hold. Indefinite retention turns one breach into a permanent problem.
- Terms of serviceWho holds rights in what the tool produces?
- Satisfied by
- An explicit grant of output rights to the user, and a narrow, stated licence back to the vendor for operating the service.
- Usually found
- Silence about the user's rights and a broad perpetual licence to the vendor covering promotion and model training.
- At stake
- Publishing anything made with the tool depends entirely on this paragraph, and it is never on the pricing page.
- Support channelCan a question be asked before any money moves?
- Satisfied by
- A channel that answers a pre-sales question — anything from a ticket form to a staffed chat — with a human reply.
- Usually found
- A form that routes to nothing, or a help centre whose articles were written for a different product.
- At stake
- The channel that will not answer before payment is the channel that will not answer about a renewal.
The three numbers, and why one is never enough
| Number | What it limits | Hidden when |
|---|---|---|
| Daily cap | How many generations in twenty-four hours | Appears only in the terms, as fair use |
| Credits | Total work purchased | Published without a conversion rate |
| Queue | How long each one takes at peak | Described as priority, with no figure |
The practical consequence for a buyer: treat an unpublished number as the restrictive case. That is not cynicism, it is what the unpublished number turns out to be, because a generous one is a selling point and gets printed.
Verdict
Completeness beats generosity
A plan with modest numbers that are all published is a better purchase than a plan with one impressive number and two silences. The first can be budgeted; the second is a surprise with a date on it. Where a vendor also names its model line-up and prints a retention period, the paperwork is in better order than most of this category manages.
Paid placement
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Questions
- Three numbers, and vendors print one. Which one?
- Whichever flatters the plan. A generous credit balance appears when the daily cap is tight; a high cap appears when credits are short; queue behaviour is described in adjectives when both are modest. The check is simply whether all three are present.
- Does it matter which model a service runs?
- For output, enormously. For a documentation check, what matters is whether the service names it at all. A vendor that publishes its model line-up has committed to something a buyer can verify; one that calls it proprietary has reserved the right to change the product without telling anyone.
- What does a good retention paragraph look like?
- A period in days or months, a statement about whether generations are used for training, and a deletion route described as deletion rather than as closing the account. Three sentences. It is striking how rarely all three appear.