# DVC vs MLflow — Fit & Features

Canonical: https://trutool.co/compare/dvc-vs-mlflow
Author: Snehil (https://trutool.co/authors/snehil)

Compare DVC and MLflow by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### DVC
Version datasets and machine learning experiments alongside code.
Best fit: Machine learning teams building, serving, and operating model workloads.
- Data versioning
- Experiment tracking
- Reproducible pipelines
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://dvc.org
- [Read DVC profile](https://trutool.co/tools/dvc): Read DVC profile

### MLflow
Track experiments and manage the lifecycle of machine learning and generative AI applications.
Best fit: Machine learning teams building, serving, and operating model workloads.
- Experiment tracking
- Model registry
- AI evaluation
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://mlflow.org
- [Read MLflow profile](https://trutool.co/tools/mlflow): Read MLflow profile