Tools for training, fine-tuning, deploying, and monitoring ML models — 6 tools reviewed and compared.
| Tool | Rating | Pricing | Starting Price | Free Tier |
|---|---|---|---|---|
| Chroma | ★ 4.5 | freemium | $0 + usage | Yes |
| Databricks AI | ★ 4.5 | paid | $0.07/DBU | No |
| Evidently AI | ★ 4.5 | freemium | — | Yes |
| MLflow | ★ 4.5 | open-source | — | Yes |
| Modal | ★ 4.5 | freemium | $30/month | Yes |
| Weights & Biases | ★ 4.5 | freemium | — | Yes |