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Kategorie

Model serving

Serve trained machine learning models behind an API, with batching, scaling and versioning.

Im Vergleich

Model serving
ToolSterneLizenzBedingungenSelbst hostbarSpracheNeuestes ReleaseLetzter Push
Triton Inference Server11kBSD-3-ClauseOpen SourceJaPythonv2.73.02026-10-06
BentoML8.9kApache-2.0Open SourceJaPythonv1.4.392026-10-05
KServe6.1kApache-2.0Open SourceJaGov0.21.02026-10-06
MLServer900Apache-2.0Open SourceJaPython1.7.12026-10-05

4 Tools

BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Sprache
Python
Lizenz
Apache-2.0
Sterne
8.9k
Neuestes Release
v1.4.39
Letzter Push
2026-10-05
KServe

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

Sprache
Go
Lizenz
Apache-2.0
Sterne
6.1k
Neuestes Release
v0.21.0
Letzter Push
2026-10-06
MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

Sprache
Python
Lizenz
Apache-2.0
Sterne
900
Neuestes Release
1.7.1
Letzter Push
2026-10-05

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