Shaip vs. CVAT.ai
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | Shaip | CVAT.ai |
|---|---|---|
| Avg. rating | 4.3 | 4.5 |
| Total reviews | 22 | 63 |
| Review growth (QoQ) | — | +127.3% |
| Products on G2 | 1 | 1 |
| Categories covered | 3 | 1 |
| Best category rank | #23 in Data Labeling | #5 in Data Labeling |
| Small Business | 36.4% | 79.4% |
| Mid-Market | 22.7% | 11.1% |
| Enterprise | 40.9% | 9.5% |