# LiteLLM vs ZenML — Fit & Features

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

Compare LiteLLM and ZenML by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### LiteLLM
Access model providers through a shared API and configurable proxy gateway.
Best fit: Machine learning teams building, serving, and operating model workloads.
- Model proxy
- Provider integrations
- Spend tracking
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://www.litellm.ai/pricing
- [Read LiteLLM profile](https://trutool.co/tools/litellm): Read LiteLLM profile

### ZenML
Build reproducible machine learning pipelines across supported infrastructure.
Best fit: Machine learning teams building, serving, and operating model workloads.
- ML pipelines
- Artifact tracking
- Infrastructure integrations
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://www.zenml.io/pricing
- [Read ZenML profile](https://trutool.co/tools/zenml): Read ZenML profile