Friendli AI vs. Liminal
Side-by-side across both vendors’ full G2 portfolios — reviews, ratings and category coverage aggregated to the company, not a single product.
| Metric | Friendli AI | Liminal |
|---|---|---|
| Avg. rating | 4.3 | 4.2 |
| Total reviews | 22 | 25 |
| Review growth (QoQ) | — | — |
| Products on G2 | 1 | 1 |
| Categories covered | 1 | 1 |
| Best category rank | #25 in Generative AI Infrastructure | #33 in Generative AI Infrastructure |
| Small Business | 54.5% | 56.0% |
| Mid-Market | 31.8% | 44.0% |
| Enterprise | 13.6% | 0.0% |