scikit-learn vs. Alteryx
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | scikit-learn | Alteryx |
|---|---|---|
| Avg. rating | 4.8 | 4.6 |
| Total reviews | 60 | 1,130 |
| Review growth (QoQ) | — | -84.4% |
| Products on G2 | 1 | 2 |
| Categories covered | 1 | 15 |
| Best category rank | #25 in Machine Learning | #1 in Big Data Integration Platforms |
| Small Business | 28.3% | 20.4% |
| Mid-Market | 31.7% | 22.4% |
| Enterprise | 40.0% | 57.3% |