Fireworks AI 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 | Fireworks AI | scikit-learn |
|---|---|---|
| Avg. rating | 4.2 | 4.8 |
| Total reviews | 34 | 60 |
| Review growth (QoQ) | — | — |
| Products on G2 | 1 | 1 |
| Categories covered | 2 | 1 |
| Best category rank | #14 in Machine Learning | #25 in Machine Learning |
| Small Business | 41.2% | 28.3% |
| Mid-Market | 47.1% | 31.7% |
| Enterprise | 11.8% | 40.0% |