Almost every comparison in this category earns a commission on your click

Search for the best tool in this category and you land on a list. That list is almost always affiliate content: whoever wrote it earns money if you buy through their link.

There is nothing dishonourable about it. It is how this entire category is written about, and we are part of it — our own affiliate programme is published openly. What matters is what it does to the list.

What commission distorts

Not the verdict. The shortlist. A product with no affiliate programme appears in no comparison, however good it is. What you are reading is not a ranking of the best tools, it is a ranking of the best tools *that pay*.

The second effect is quieter: the order often tracks commission rate rather than quality. That is why ten different articles show the same top three in the same order.

What separates a useful comparison

Does it say what the source photos were? Fifteen from one afternoon and fifteen spread over three years produce completely different results. A test that omits this has an uncontrolled variable sitting in the middle of it.

Does it show a failure? Every one of these systems fails on particular faces: strong prescription glasses, tightly curled hair, darker skin tones, pronounced asymmetry. A comparison with no bad run has not tested, it has curated.

Is it dated? These models change every few months. A 2024 test describes products that no longer exist in that form.

The honest ones do exist

Our review of Aragon is a comparison we wrote about a direct competitor, which means you should read it with the same suspicion you would apply to theirs about us. Read it for the test method and ignore the conclusion.

The same applies to the portrait generator roundup, which covers the wider category beyond the professional context.

The comparison nobody publishes

Generated portraits against an actual photographer, priced honestly. The budget comparison attempts it, and the finding that surprises people is that the interesting number is not the invoice — it is the two or three hours of travel, session and waiting that never appear on any quote.

The questions that keep repeating

They repeat because they are real. Five or six specific uncertainties that almost everyone has, collected in the FAQ and the follow-up set.

The test that beats any list

Take the face you are least sure about — yours, or a colleague with thick glasses — and run it through the free tier of two products. Twenty minutes, and you will know more than ten articles can tell you.

Related: Four words to search for before uploading your face

A longer comparison, with eleven tools side by side: The best AI headshot generator in 2026: four tests that actually decide it