OllamamacOS · Linux · Windows
Run open models locally with one command, exposing an OpenAI-compatible API
We deliberately put “not for” on the same screen — a review that only lists strengths carries no information.
Entirely free and open source; your only cost is hardware and electricity.
Editorial opinion, not an aggregated user rating. Data last verified: 2026-09-29.
Each scenario is a full recipe: pain point → tool stack → steps → outcome.
Sensitive data cannot go to a cloud API, yet you still need AI to process it — a seeming dead end.
You used a framework but do not understand the mechanics, so when retrieval quality drops you do not know what to tune.
Ollama lets you run open source models like Llama, Mistral, and Qwen on Mac/Windows/Linux with one click. It is completely offline, free, and privacy safe.
An in-depth comparison of three major local LLM inference frameworks: llama.cpp (GGUF), Apple MLX, and ExLlamaV2, covering installation, performance, and use cases.
面對眼花撩亂的 AI 工具清單，逐個試用是最貴的選型方式。這篇給你五個篩選問題——資料敏感度、容錯度、整合需求、使用規模、失敗代價——每個問題對應該選哪一類工具，最後用一張決策流程表帶你走完整個判斷。
員工把客戶個資貼進免費 AI 工具，是企業最常見也最難防的資料外洩路徑。這篇給你一套四分法的資料分級標準、一份「絕對不能上傳」的紅線清單、企業版與消費版的條款差異對照，以及本地部署選項和該問 IT 與法務的問題清單。
LM Studio
GUI to download, manage, and run local models; supports GGUF and MLX
Free for personal use; commercial use requires a licence. See the official site for current terms.
開源社群（源於 UC Berkeley）
High-throughput LLM inference server — the default choice for self-hosted production
Open source and free (Apache-2.0); cost is GPU hardware or cloud rental. This site publishes deployment tests and performance numbers.
開源社群
Open-source desktop app for local LLMs, emphasising offline use and privacy
Entirely free and open source; your only cost is hardware.
開源社群
A pure C/C++ inference engine — the layer most local solutions build on
Entirely free and open source; your only cost is hardware.
This page is an editorial summary, not an official page. Trademarks and product names belong to their respective owners. If anything here is wrong or out of date, tell us and we will correct it. Last verified: 2026-09-29.