machine-learning in Python vs. scikit-learn
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | machine-learning in Python | scikit-learn |
|---|---|---|
| Avg. rating | 4.6 | 4.8 |
| Total reviews | 50 | 60 |
| Review growth (QoQ) | -100.0% | — |
| Products on G2 | 1 | 1 |
| Categories covered | 1 | 1 |
| Best category rank | #12 in Machine Learning | #25 in Machine Learning |
| Small Business | 38.8% | 28.3% |
| Mid-Market | 26.5% | 31.7% |
| Enterprise | 34.7% | 40.0% |