BentoML

Place

#5 of 25

Chart

Score

6.1

The facts below are what the maker publishes about BentoML, checked and dated. Our editors have not written about it yet.

Plans and prices

From BentoML's own pricing page, checked 29 Sep 2026.

Plan	Price	What it gives you
BentoML Open-Source	Free	Open-source model serving framework · install via pip · Free
BentoCloud	Priced on request	Free trial mentioned · manages AI inference deployments · Pricing not stated on BentoML’s opened pages

Each one read from BentoML's own pages, with the date it was checked.

Community support: BentoML directs users to its community forum, GitHub project, and release notes for updates and support resources.checked 29 Sep 2026
Deployment: The platform supports deployment to BentoCloud and deployment in a user’s cloud environment.checked 29 Sep 2026
GPU support: BentoML documentation describes running model inference on GPUs.checked 29 Sep 2026
Integrations: Documented integrations include PyTorch, Transformers, TensorFlow, MLflow, XGBoost, Ray, and ONNX.checked 29 Sep 2026
Model serving: BentoML packages and serves custom models as online API services.checked 29 Sep 2026
Monitoring: BentoML documentation includes monitoring, logging, metrics, and tracing topics.checked 29 Sep 2026
OpenAI compatibility: A featured example serves large language models with OpenAI-compatible APIs and a vLLM inference backend.checked 29 Sep 2026
Purpose: BentoML is a unified inference platform for deploying and scaling AI models with production-grade reliability.checked 29 Sep 2026
Scaling: BentoCloud documentation includes concurrency configuration and autoscaling.checked 29 Sep 2026
Security controls: BentoCloud documentation includes managing secrets and API tokens, and administering users.checked 29 Sep 2026
Serving capabilities: The documentation lists adaptive batching, model composition, async task queues, streaming responses, and WebSocket endpoints.checked 29 Sep 2026

Trial: The documentation says users can sign up for BentoCloud to get a free trial; it does not state the trial duration.checked 29 Sep 2026