Pique- Train better image generation models

An expert critic for your generated images, Pique explains what's off and exactly where it shows up.

Join our pilot — get early access, preferred pricing, and priority feature requests.

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Expert-grade insights on why your GenAI images look “off”

As if you had a 24/7 hotline to top photographers and designers.

Catch subtle flaws that >50% of human annotators miss

Small on their own, but together these flaws push an image into the uncanny valley.

Not just “what’s wrong”, but also “how to fix it”

We provide curated sets of real reference images that show how images should look, ready to feed back into your model development loop.

90%+ cheaper than human evaluation.

Faster too.

Frequently Asked Questions

What kind of feedback does Pique provide on generated images?

Pique goes beyond simplistic yes/no evaluations. It detects subtle visual issues that even most human annotators miss, pinpoints why an image may feel “off,” and improves your dataset with similar images without the flaws.

What kind of feedback does Pique provide on generated images?

Pique will draw bounding boxes on the original image for each detected issue and generate an explaination. Some examples of what Pique looks for are mis-aligned reflections, weak contact shadows, and consistent light sources.

How accurate or reliable is Pique compared to human review?

Pique is designed to spot nuanced flaws that only expert photographers and designers would be able to identify. Its automated approach ensures consistent, objective, and highly detailed evaluation—without the fatigue or subjectivity that can affect human reviewers.

How can I become a Pique design partner or get access early?

Pique is currently onboarding five design partners through its pilot program. Design partners receive early access, preferred pricing, and the opportunity to influence product features. You can book a demo or write to us on the contact page to learn more.Contact us to learn more.

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AI First Pass

Your Feedback

Continuous Learning

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Define Your Rubric

Define Your Rubric

AI First Pass

Your Feedback

Continuous Learning

Perfect Judge

Join Our Pilot

Join Our Pilot

We're looking for 5 design partners to shape Pique's offerrings. Design partners get early access, preferred pricing, and priority feature requests. Book a demo to learn more.

We're looking for 5 design partners to shape Pique's offerrings. Design partners get early access, preferred pricing, and priority feature requests. Book a demo to learn more.

Early Access

Early Access

Early Access

Preferred Pricing

Preferred Pricing

Preferred Pricing

Priority Feature Requests

Priority Feature Requests

Priority Feature Requests

Blog

Evaluating Visual Flaws by Use Case

Evaluating Visual Flaws by Use Case

Evaluating Visual Flaws by Use Case

Evaluating Visual Flaws by Use Case

Why AI images feel off

Why “Realistic” AI Images Often Feel Slightly Off

Why AI images feel off

Why “Realistic” AI Images Often Feel Slightly Off

Asset Evaluation

Measuring Asset Quality in AI Systems

Asset Evaluation

Measuring Asset Quality in AI Systems

Evaluating Visual Flaws by Use Case

Evaluating Visual Flaws by Use Case

Why AI images feel off

Why “Realistic” AI Images Often Feel Slightly Off

See all

See all

See all

FAQs

Why is continuous learning necessary?

Why is continuous learning necessary?

Why is continuous learning necessary?

Why is qualitative evaluation necessary at all? Why can't I just run automatic metrics?

Why is qualitative evaluation necessary at all? Why can't I just run automatic metrics?

Why is qualitative evaluation necessary at all? Why can't I just run automatic metrics?

Why not just call an LLM with a judge prompt?

Why not just call an LLM with a judge prompt?

Why not just call an LLM with a judge prompt?

How is this different from unit tests?

How is this different from unit tests?

How is this different from unit tests?

How is this different from standard evals?

How is this different from standard evals?

How is this different from standard evals?

Ready to get judged?

Contact us to become a design partner

Contact Us

Book A Demo

Ready to get judged?

Contact us to become a design partner

Contact Us

Book A Demo

Ready to get judged?

Contact us to become a design partner

Contact Us

Book A Demo