CVAT.ai vs. Prolific
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | CVAT.ai | Prolific |
|---|---|---|
| Avg. rating | 4.5 | 4.6 |
| Total reviews | 63 | 281 |
| Review growth (QoQ) | +127.3% | +3500.0% |
| Products on G2 | 1 | 2 |
| Categories covered | 1 | 5 |
| Best category rank | #5 in Data Labeling | #2 in Conversational AI Survey Platforms |
| Small Business | 79.4% | 43.8% |
| Mid-Market | 11.1% | 19.7% |
| Enterprise | 9.5% | 36.5% |