Validio vs. Cloudera
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | Validio | Cloudera |
|---|---|---|
| Avg. rating | 5.0 | 4.2 |
| Total reviews | 16 | 205 |
| Review growth (QoQ) | — | +6300.0% |
| Products on G2 | 1 | 1 |
| Categories covered | 6 | 17 |
| Best category rank | #19 in Data Observability | #6 in Machine Learning Data Catalog |
| Small Business | 25.0% | 34.3% |
| Mid-Market | 62.5% | 27.5% |
| Enterprise | 12.5% | 38.2% |