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Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents

Ollama vs LM Studio vs vLLM vs llama.cpp for coding agents: what each local runtime is for, where they overlap, and which to pick for your setup.

July 9, 2026•10 min read

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vLLM vs TGI vs SGLang: Which Inference Server to Self-Host

A fair comparison of vLLM, TGI, SGLang, TensorRT-LLM, llama.cpp, and LMDeploy for self-hosted LLM inference - batching, quantization, hardware, and ops.

Inference vLLM Self-Hosting

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VLLM

Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents

vLLM vs TGI vs SGLang: Which Inference Server to Self-Host

Keep exploring vLLM

VLLM

Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents

vLLM vs TGI vs SGLang: Which Inference Server to Self-Host

Keep exploring vLLM

VLLM

Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents

vLLM vs TGI vs SGLang: Which Inference Server to Self-Host

Keep exploring vLLM

Get Smarter About AI Dev

VLLM

Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents

vLLM vs TGI vs SGLang: Which Inference Server to Self-Host

Keep exploring vLLM

Get Smarter About AI Dev