Our smart checks skip unnecessary work, keeping your CI fast.
Every millisecond counts in CI. Here's how we optimize each layer.
Layer 1 - DOM Fingerprint: Near-instant. Pure string comparison. No rendering required.
Layer 2 - Layout Comparison: Very fast. Only runs if DOM differs. Uses element positions, not full screenshots.
Layer 3 - Perceptual Diff: Fast. SSIM algorithm optimized for early termination on high similarity.
Layer 4 - AI Analysis: Thorough. Only for edge cases. Parallel processing with AI.
Early exits mean most tests finish almost instantly.
Smart design decisions that keep your CI pipeline moving.
| Feature | TestivAI |
|---|---|
| Analysis speed | Fast — skips unnecessary layers |
| Early exit | 60–70% of tests exit at Layer 1 |
| Memory footprint | Lightweight — no full rendering needed |
| Parallel execution | ✓ Unlimited concurrency |
| False positive rate | <5% |
| CI integration | ✓ GitHub Actions, GitLab CI, and more |
Our dashboard shows detailed metrics for every test run.
Follow these practices to maximize speed and minimize CI time.
Try it free. See how fast visual testing can be.