Databricks Mosaic AI comparisons
Databricks Mosaic AI is compared head-to-head with Weights & Biases, ClearML and Comet and more: 7 head-to-heads in ML Experiment Tracking Software, each with the specs and prices we checked.
Databricks Mosaic AI head-to-head
- Databricks Mosaic AI vs Weights & Biases
- Databricks Mosaic AI vs ClearML
- Databricks Mosaic AI vs Comet
- Databricks Mosaic AI vs Amazon SageMaker Experiments
- Databricks Mosaic AI vs Valohai
- Databricks Mosaic AI vs Hopsworks AI Lakehouse
- Databricks Mosaic AI vs DVCLive
Databricks Mosaic AI vs each of them
| # | Tool | Free plan | Paid from | Run comparison | Artifact tracking | Model registry | Score |
|---|---|---|---|---|---|---|---|
| 5 | Databricks Mosaic AI | Yes | 8.5 | ||||
| 1 | Weights & Biases | Yes | $60/mo | Yes | 8.9 | ||
| 2 | ClearML | Yes | $15/user/mo | Yes | 8.8 | ||
| 3 | Comet | Yes | $19/user/mo | Yes | Yes | Yes | 8.7 |
| 4 | Amazon SageMaker Experiments | No | Yes | Yes | Yes | 8.6 | |
| 6 | Valohai | No | Yes | 8.3 | |||
| 7 | Hopsworks AI Lakehouse | Yes | Yes | Yes | Yes | 8.2 | |
| 8 | DVCLive | Yes | Free | Yes | Yes | 8.1 |
Compare Databricks Mosaic AI with any ML experiment tracking tool
These are the matchups our editors wrote up. The compare tool pairs Databricks Mosaic AI with any other product in ML Experiment Tracking Software — and up to four at once — from the same checked specs.
Compare Databricks Mosaic AI with any tool side by side →
Every ML experiment tracking software head-to-head →
Our full Databricks Mosaic AI verdict, pricing and fact sheet →
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Compared by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update