Detailed comparison across 10 dimensions
Winner: Weights Biases Weave
Weights & Biases Weave clearly comes out ahead of MLflow on Staquest's weighted six-dimension score. Both offer a free tier.
| Overview | ||
|---|---|---|
| Type | hybrid | ai tool |
| Company | Databricks | Weights & Biases |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | DevelopmentData & AnalyticsEducation & EdTechAI & Machine LearningSaaS & Cloud | DevelopmentMarketingAI & Machine LearningSales & CRMSaaS & Cloud |
| Categories | ai-agents-frameworks | ai-chatbotai-agents-frameworks |
| Website | Visit | Visit |
Weights Biases Weave
open source
freemium
per seat
custom
| Feature | mlflow | weights-biases-weave |
|---|---|---|
| Experiment Tracking | ||
| 100Gb Free Cloud Storage | ||
| Hyperparameter Tuning | ||
| Ai Application Evaluations | ||
| Model Deployment | ||
| Ai Application Scorers | ||
| Model Registry | ||
| Ai Application Tracing | ||
| Model Versioning | ||
| Ai Assets Registry & Lineage Tracking | ||
| Ai Model Experiment Tracking | ||
| Ci/Cd Automations | ||
| Community Support | ||
| Customizable Usage Limits For Weave Data Ingestion And Storage | ||
| Enterprise-Grade Security, Governance, And Support | ||
| Full W&B Platform Access | ||
| Higher Usage Limits | ||
| Includes All Free Tier Features | ||
| Professional Features For Teams And Individuals | ||
| Slack And Email Alerts |
Showing 20 of 20 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Weights & Biases Weave comes out ahead overall, though MLflow can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Both MLflow and Weights & Biases Weave offer a free tier.
MLflow is open source. The feature comparison and dimension scores above cover the full breakdown.
