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Any AI can make an image. Taste is what makes an ad.

8 leading image models. 59 real ad briefs across 4 brands and 5 languages. 1,371 blind reviews, scoring what an ad lives or dies on: your logo, your product, your words, your market. This is the homework behind every ad Omneky makes.

8
Image models tested
469
Ads generated
1,371
Blind judge reviews
5
Languages

Re-run as new models ship.

A pretty picture isn't an ad.

Most image benchmarks score beauty. The Omneky Ad Taste Bench scores taste: whether you could run the ad tomorrow.

Your logo, not a lookalike

Copied exactly. Not redrawn, recolored or swapped for something close.

Your product, exactly as it ships

The real pack, label and shape, not an AI guess at what it might look like.

Your headline, spelled right

Word for word when you give us copy. Short and clean when you don't.

Your language and script

Arabic reads right to left. Hindi is in Devanagari. Japanese stays Japanese.

No invented discounts, stats or reviews

A made-up "50% off" or a fake five-star quote is a compliance problem, not a creative choice.

Clear of the platform's buttons and captions

The logo, the copy and the product stay where Meta and TikTok won't cover them.

Miss any one and it's not an ad. It's a liability.

We don't just test for these. Omneky checks for all of them automatically, so you don't have to.

The leaderboard

Last updated:

Same brand kit. Same brief. One shot each. Scored blind by three judges.

Starting point
Language

59 briefs in this view. Click a row for the full breakdown.

Ad score
7.4
Ready to run
42%
Ad score
7.4
Ready to run
54%
Ad score
7.4
Ready to run
37%
Ad score
7.2
Ready to run
32%
Ad score
7.1
Ready to run
30%
Ad score
7.0
Ready to run
32%
Ad score
7.0
Ready to run
34%
Ad score
6.4
Ready to run
22%

These are raw, first-try results with Omneky's own review step switched off, so the models can be compared fairly.

Grok Imagine 2.0 couldn't run 3 briefs: they included more input images than it accepts.

No model wins every brief.

The model that nails a detailed brief stumbles on a blank one. The best at English copy isn't the best in Arabic. Keeping up is a full-time research job. It's ours, not yours.

Best by starting point

No prompt
GPT Image 2.5 FlareOpenAI
7.5 ad score43% ready to run
7 briefs
Quick idea
GPT Image 2OpenAI
7.7 ad score57% ready to run
7 briefs
Pasted prompt
GPT Image 2.5 FlareOpenAI
7.3 ad score29% ready to run
7 briefs
Detailed brief
GPT Image 2OpenAI
7.3 ad score29% ready to run
7 briefs
Exact copy
GPT Image 2.5 SunburstOpenAI
7.7 ad score57% ready to run
7 briefs
Image only
GPT Image 2OpenAI
7.7 ad score43% ready to run
7 briefs
Story & feed
GPT Image 2.5 SunburstOpenAI
7.3 ad score43% ready to run
14 briefs
Full brand kit
GPT Image 2.5 SunburstOpenAI
7.6 ad score33% ready to run
3 briefs

Best by language

Japanese
GPT Image 2.5 SunburstOpenAI
7.6 ad score50% ready to run
8 briefs
Arabic
GPT Image 2.5 FlareOpenAI
7.5 ad score50% ready to run
8 briefs
Hindi
GPT Image 2.5 SunburstOpenAI
7.7 ad score75% ready to run
8 briefs
Spanish
GPT Image 2OpenAI
7.6 ad score63% ready to run
8 briefs

That's why Omneky has no model dropdown. We make the call, and we re-make it every time a new model ships.

Want to see your brand in this grid? Start your 7-day free trial.

Start free trial

However you start, you get an ad.

Marketers come to Omneky with everything from nothing to a 300-word prompt. We tested every one.

Just your brand. Omneky writes the ad.

What the marketer typed

Nothing. Omneky started from the brand alone.

EnglishFormat 1:1

Click any ad to see how each judge scored it.

How we judge an ad

Blind

Judges never learn which model made the ad. Every image is renamed and stripped of anything that gives it away.

Three labs, not one

Three frontier AI models from three different labs, so no model grades its own homework.

Checks before taste

Hard pass/fail checks come first. Then quality scores from 1 (broken) to 10 (agency-grade).

Majority rules

An ad is ready to run only if it passes every check and most judges would run it as-is. A split vote counts as a fail.

What we keep to ourselves

We publish the scores, the ads and the verdicts. We don't publish the recipe: how Omneky reads your brand and turns it into art direction for the model. Every model here ran on that same recipe, so the only thing that changed was the model. That recipe is what you get with Omneky.

Always testing

When a new image model ships, it runs the Omneky Ad Taste Bench before it gets anywhere near your ads. This page always shows the latest edition.

Model names and logos are trademarks of their respective owners and are used here only to identify the models tested. Brands shown appear in Omneky's test set.

Skip the model shopping. Start making ads.

Bring your brand. Omneky handles the model, the art direction and the review, then helps you launch.