# SGLang vs TensorFlow — Fit & Features

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

Compare SGLang and TensorFlow by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### SGLang
Serve generative models with a high-performance inference framework.
Best fit: Machine learning teams building, serving, and operating model workloads.
- Model serving
- Inference optimization
- API integration
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://docs.sglang.io/
- [Read SGLang profile](https://trutool.co/tools/sglang): Read SGLang profile

### TensorFlow
Develop machine learning models and deploy them across supported environments.
Best fit: Machine learning teams building, serving, and operating model workloads.
- Model training
- Neural networks
- Model deployment
Before you choose: Benchmark your workload, verify model licenses and hardware requirements, and compare inference, hosting, and storage costs.
Pricing: https://www.tensorflow.org
- [Read TensorFlow profile](https://trutool.co/tools/tensorflow): Read TensorFlow profile