AI face analysis apps compared: QOVES, FaceIQ, SoftMaxx, and the rest

The quick comparison table

Here is the high-level view. Specifics are unpacked in the sections that follow.

The pattern stands out quickly. The two ends of the market are well served: free TikTok apps for casual curiosity at one end, and a paid human consultation at the other. The middle, where you want real measurements and a plan you can execute without a $200 report, is what SoftMaxx is built for.

What you are actually buying when you buy a face analysis app

It helps to separate a face analysis product into three components, because different apps invest in different parts and that is most of what drives the price differences in the category.

The score. A single number or a category breakdown that says how attractive the AI thinks your face is. This is the part that goes viral on TikTok and gets people to download. It is also the part most likely to be inflated for retention, because a low number drives uninstalls and a high number drives shares.

The measurement layer. The objective data underneath the score: facial thirds, fifths, phi ratios, Ricketts E-line for lip projection, gonial angle for jaw definition, intercanthal and pupillary distances, symmetry indices. These are clinical measurements that orthodontists and maxillofacial surgeons have used for decades, and you can compute them from a photo with modern computer vision. A real measurement layer is what makes scores reproducible between scans of the same face.

The protocol. What you actually do about the result. A category-by-category action plan with skincare routines, grooming guidance, hair recommendations, body composition advice, sleep and posture work. Without this, a score is just a number you cannot act on. The protocol is also where the rescan loop closes, because new actions produce new measurements which produce a new score eight weeks later.

Every product on the comparison list does some of these well and skips others. QOVES leans hard into measurement and narrative but skips ongoing protocol execution. FaceIQ leans into the score and writes around it. Free TikTok apps lean into the score and nothing else. SoftMaxx is built around all three working together, with rescans so the protocol has a feedback loop you can watch month over month.

QOVES: pros and cons

QOVES has been around since roughly 2019 and effectively created the modern category of paid online facial analysis. Their reports are produced by trained human analysts and read more like clinical documents than app outputs. If you are weighing rhinoplasty, jaw surgery, or another significant procedure, this is the most useful private-sector tool for organizing your thinking before a surgeon consultation.

FaceIQ: pros and cons

FaceIQ is the polished version of the wave of AI face apps that launched in 2023 and 2024. The interface is clean, sharing is easy, and the output reads well. The main caveat is structural: it leans heavily on a vision model to interpret the photo qualitatively, without an explicit geometric measurement layer feeding ratio data into the score. The result is fast and useful as commentary, but harder to use as a tracking baseline.

SoftMaxx: pros and cons

SoftMaxx is the product we make, so take the framing with that in mind. We tried to build it around the gap the rest of the category leaves open: a measurement-based score that is honest enough to be useful for tracking, combined with a personalized protocol you can actually execute, all at a price that does not gate the basics behind a paywall. The front scan is genuinely free. Pro at $19.99 per month is the cheapest tier that includes a real measurement layer plus an actionable protocol, side profile, and rescans.

On the methodology side, we use 478-point landmark detection to extract roughly 50 anthropometric ratios (facial thirds, fifths, phi ratios across multiple features, Ricketts E-line, gonial angle, symmetry indices) and feed those into a scoring model calibrated against averaged human-rater consensus. Average lands at 5 out of 10, not 8. That calibration is the single biggest reason a SoftMaxx score is more useful for tracking change over time. The trade-off is that scores feel lower at first compared to the apps you may have used before. We think the honest number is the more useful number, and our methodology page walks through how that calibration works.

Telegram bots and free apps (Umax, Glow, and similar)

The viral TikTok face rating apps are a category of their own. They are free, they have huge install counts, and they have done genuine work introducing younger users to the idea of looksmaxxing. Crediting that is fair. The honest version of the trade-off is also fair: most of these apps are AI vision wrappers without a measurement layer, scores tend to skew high to keep retention up, and recommendations are necessarily generic since the analysis pipeline is shallow.

How to pick the right app for you

A short decision framework. Pick the row that matches what you actually want, not what sounds most interesting.

• You are weighing plastic surgery. Get a QOVES report, then bring it into an in-person surgical consultation. The detailed narrative is exactly what you want to anchor that conversation.
• You want a quick AI hit and do not need rigor. A free TikTok face app, or FaceIQ if you want a nicer interface. Just do not anchor on the score.
• You want measurement, a protocol, and rescan tracking on a monthly budget. SoftMaxx Pro at $19.99 per month, or the free tier if you only want the front scan and the top three priorities. See the 11 facial metrics breakdown for what the categories actually mean.
• Money is no object and you want all of it. Run SoftMaxx for ongoing scoring and protocol execution, get a QOVES report once a year for the deep narrative, and skip the rest.

The pattern under those four rows is that the products are not strict substitutes. A QOVES report and a SoftMaxx subscription do different jobs. So does a free TikTok app and a measurement-based tool. The frustration in the category mostly comes from people buying one expecting it to do the other product's job.

Why the brutal honesty matters

This is the structural reason the category looks the way it does. Most consumer face apps inflate scores because users churn when scored low. If you tell a new user they are a 4, they uninstall. If you tell them they are an 8, they share the result with friends and stay subscribed. The economics of the consumer app market push every product toward the same comfortable lie.

SoftMaxx is calibrated so that an average man lands at 5 out of 10, because that is what genuine average means. Most users on our free tier score between 4 and 6. The first reaction is sometimes to bounce. The benefit of staying with a calibrated score is that the deltas between rescans actually mean something. If you start at 5.2 and rescan eight weeks later at 5.9, that 0.7 point movement is real, because the scale underneath it was honest from day one. Inflated scores hide progress under noise.

Honest calibration also forces the recommendation engine to be useful. If everyone is an 8, the protocol can only suggest cosmetic polish. If someone lands at a 4.8 in skin quality, a real plan has to follow, because the score is telling the truth about a category with room to move. The result is a tool that is useful instead of flattering. More on the trade-offs and what the AI can and cannot tell you in our FAQ and on the methodology page.

If you want the deeper background on the underlying methodology and the literature it draws from, the science page walks through the anthropometric research, the cephalometric frameworks, and the human-rater calibration datasets we benchmark against.

Frequently asked questions