Lightly vs. Roboflow
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | Lightly | Roboflow |
|---|---|---|
| Avg. rating | 4.4 | 4.7 |
| Total reviews | 14 | 160 |
| Review growth (QoQ) | — | -42.9% |
| Products on G2 | 1 | 1 |
| Categories covered | 2 | 4 |
| Best category rank | #42 in Data Preparation | #1 in Active Learning Tools |
| Small Business | 28.6% | 77.5% |
| Mid-Market | 57.1% | 13.8% |
| Enterprise | 14.3% | 8.8% |