Images

Images: how to choose

Image tools split into two families that are often listed together and rarely interchangeable. Generators produce an image from a text description. Editors work on an image you already have, removing a background, extending a frame, replacing an object, raising the resolution. Knowing which family you need narrows the field immediately.

What actually differentiates them

Control matters more than raw quality. Most current generators produce attractive images. Far fewer let you obtain the specific image you had in mind, then a variation of it with one element changed. Look for reference images, region editing, pose or composition guidance, and the ability to keep a character or a style consistent across several outputs.

Consistency across a series is the hard problem. A single striking image is easy. The same character, in the same style, across a dozen illustrations is where tools separate sharply, and it is exactly what most real projects need.

Text inside images remains uneven. If your use involves posters, mockups or anything with legible words, test it specifically. Quality here has improved but varies widely between tools, and a generator that renders faces beautifully can still produce unreadable lettering.

Resolution and output format decide whether the result is usable. A beautiful image at insufficient resolution is a mood board, not an asset. Check native output size, whether upscaling is included, and whether transparent backgrounds are supported when you need them.

What to check before committing

Commercial rights are the point to settle first, and they vary by vendor and by plan. Free tiers frequently exclude commercial use entirely. Some vendors publish generated images publicly by default unless a paid plan makes them private, which matters for anything under embargo.

Understand that ownership of generated images is legally unsettled in several jurisdictions. Vendor terms typically grant you a broad usage licence rather than a guarantee of copyright ownership, and those are not the same thing. For a logo or anything you need to defend, that distinction is worth a conversation with a lawyer.

Expect iteration, and budget for it. The gap between the first output and a usable one is typically several attempts, which matters when you are paying per generation.

How pricing usually works

Credits are the norm, with one generation consuming one or several credits depending on resolution and model. Subscriptions bundle a monthly allowance, and unused credits often expire.

Two costs are easy to miss. Higher resolutions and newer models consume more credits per image, sometimes several times more. And upscaling, background removal or variations are frequently billed separately from the initial generation, so the real cost per usable asset is a multiple of the advertised cost per generation.