Calib - Calculated Interface Benchmarking

Calib is an automated visual regression testing tool that helps frontend engineers, QA teams, and product managers catch design drift and visual inconsistencies before they reach production. Calib automatically tests your live UI against design specs from Figma, validates design tokens, performs multi-breakpoint visual comparisons, and provides clear, actionable reports. No code changes required - simply connect your staging environment, Storybook, or preview URL. Built for teams that care about visual quality and want to maintain design system integrity across releases.

Now in Private Beta

Calib catches UI drift
before it hits production

Compare your live frontend to design specs across breakpoints, tokens, and releases — automatically.

No spam. We'll only email you when Calib is ready.

Multi-breakpoint visual checks
Figma & design token validation
Clear reports for dev, QA, and PMs

Built by frontend and UX engineers who were tired of chasing visual regressions manually.

The Problem

Why modern teams need better frontend QA

Frontend quality assurance is more critical than ever. As design systems evolve and UIs become more complex, teams struggle to maintain visual consistency across releases, breakpoints, and devices.

Design drift over time

UIs drift away from Figma and design systems, creating inconsistencies that compound with each release.

Manual checks are slow

Manual visual checks across breakpoints are time-consuming, error-prone, and don't scale with your team.

Unclear quality signals

QA and PM struggle to get clear, actionable visual quality signals that help prioritize fixes.

Last-minute surprises

Release confidence suffers due to UI surprises discovered late in the cycle or after deployment.

The Solution

How Calib works

Calib simplifies visual regression testing with a straightforward three-step process that requires no code changes and integrates seamlessly into your existing workflow.

Figma Design

Design specs & tokens

Live Frontend

Staging/preview URLs

Visual Diff

Automated comparison

See how Calib compares design vs live

1

Connect your environment

Point Calib to your staging environment, Storybook, or preview URL. No code changes required.

As we evolve Calib, you'll also be able to plug it into CI and existing test pipelines.

2

Automatic capture & comparison

Calib captures multi-breakpoint screenshots and compares them against baselines and design tokens automatically.

3

Clear, prioritized reports

Your team gets a clear visual quality report showing what changed, where, and how critical each issue is.

Built for frontend, QA, and product teams

Frontend Engineers

Ship pixel-perfect UI without manual screenshots. Calib alerts you when components drift from Figma and design tokens, across breakpoints.

QA Teams

Replace manual visual checks with automated, multi-breakpoint snapshots. Baselines per release, clear pass/fail states, and focused issues.

Product Managers

Get human-readable design quality reports. Use Calib as part of your release go/no-go checks and UX quality gates.

Early Access

Be the first to test Calib

We're inviting a small group of teams for the early pilot. Drop your email and we'll reach out.

Got Questions?

Frequently asked questions

Everything you need to know about Calib