NumFOCUS vs. python sql
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | NumFOCUS | python sql |
|---|---|---|
| Avg. rating | 4.7 | 4.1 |
| Total reviews | 26 | 40 |
| Review growth (QoQ) | — | — |
| Products on G2 | 1 | 1 |
| Categories covered | 1 | 1 |
| Best category rank | #22 in Component Libraries | #40 in Component Libraries |
| Small Business | 36.0% | 35.0% |
| Mid-Market | 12.0% | 45.0% |
| Enterprise | 52.0% | 20.0% |