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Ollama vs SGLang

Our take

Pick Ollama if developers and privacy-sensitive teams who have RAM/VRAM and want Llama/Gemma/DeepSeek without a per-seat chat plan. Pick SGLang if inference engineers who already have GPUs and will run sglang serve (or the Cookbook one-click recipe), not a team looking for a $20 chat plan. Skip Ollama if someone who wants a polished hosted chat with browsing and image gen and will not download a 4–70B weight file.

Ollama

Ollama

Run open large language models locally

Best for

Ollama Keeping weights and prompts on hardware you control

SGLang Serve tokens (or diffusion frames) on GPUs you already own

Free plan

Ollama $0 · no license fee. You pay electricity, disk, and GPU. The desktop app and CLI are free to download

SGLang $0

Lowest paid

Ollama

SGLang Not published by the vendor

Coding agent

Ollama Claude Code

SGLang

Runs where

Ollama Local or hosted

SGLang Hosted

Watch out

Ollama Hardware is the bill

SGLang You bring the GPU

Last checked

Ollama 2026-10-19 · ollama.com

SGLang 2026-10-22 · github.com/sgl-project/sglang/blob

Which one, then?

Pick Ollama if

developers and privacy-sensitive teams who have RAM/VRAM and want Llama/Gemma/DeepSeek without a per-seat chat plan.

Read the Ollama page

Pick SGLang if

inference engineers who already have GPUs and will run sglang serve (or the Cookbook one-click recipe), not a team looking for a $20 chat plan.

Read the SGLang page

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