What are the best LMDeploy alternatives in 2026?
The best open-source LMDeploy alternatives in 2026 are vLLM, SGLang, OpenLLM, Text Generation Inference, BentoML. These tools cover the same use cases as LMDeploy — efficient llm compression, deployment and serving toolkit — with the advantage of being open-source, free to self-host, and backed by active communities. Top picks are ranked by GitHub stars and community adoption, so you can find a drop-in replacement that fits your workflow.
High-throughput LLM serving with PagedAttention
Fast serving framework for large language and vision models
Run LLMs in production with BentoML
Production LLM serving toolkit by HuggingFace
Build, ship and run AI applications in the cloud
Easy GPTQ model quantization for LLM deployment
State-of-the-art ML models for NLP, vision and audio
Framework for building LLM-powered applications
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Last updated: Aug 28, 2026 · Curated by AI Tools Hub Editorial · About · Contact · Privacy