Best list · Reviewed June 2026
Best Inference Servers for Open Models
Compare vLLM, SGLang, TGI, LocalAI, LiteLLM, and BentoML for serving open models and routing inference.
Editorial review
Reviewed byOpenSourcesAI EditorialLast updatedJune 2026SourcesOfficial docs, GitHub repositories, vendor documentation, model cards, and source links listed on this page.
AI tools, model releases, pricing, licenses, and platform terms can change quickly. Verify the official source before production or commercial use.
Top picks
- vLLM
- SGLang
- TGI
- LiteLLM
- LocalAI
- BentoML
Grouped recommendations
Best throughput baseline
vLLM
Best to test for modern models
SGLang
Best Hugging Face path
TGI
Best gateway layer
LiteLLM
How to choose
Benchmark serving stacks on your exact model, context length, quantization, and traffic pattern.
Related links
Related resources
Continue comparing tools, models, stacks, and guides related to this category.
Sources
Sponsorship note
Built an AI tool or open-source project? Submit it for review or sponsor a featured placement on OpenSourcesAI.
Sponsor or submit