PrivacyTools.io

Private AI Chat: Local & Open-Source LLM Tools in 2026

Private alternatives to ChatGPT, Google Gemini, Microsoft Copilot, vetted against our public criteria.

#1
Ollama logo

Ollama

Ollama lets you download and run large language models locally via a simple CLI and REST API. Supports a growing library of open models including Llama, Mistral, and Gemma on Windows, Mac, and Linux with no data sent to the cloud.

Open Source Win Mac Linux
Visit site →
#2
llamafile logo

llamafile

A Mozilla project that packages a complete LLM and its runtime into a single executable file. Download one file, run it on Windows, Mac, or Linux with no installation, no dependencies, and no network connection required.

Open Source Win Mac Linux
Visit site →
#3
KoboldCpp logo

KoboldCpp

KoboldCpp is a self-contained local AI inference tool with a built-in web UI. It runs GGUF text, image, and speech models with no installation beyond a single binary, primarily aimed at creative writing and roleplay workflows.

Open Source Win Mac Linux For Experts
Visit site →

Cloud AI assistants log your prompts, can train on your conversations, and tie everything to your account. These tools run open models directly on your own machine, so the chat never leaves your computer, and they work with no account and no internet connection.

What to look for in a local AI tool

The key trait is that inference happens on your device, not on a company’s servers. Look for tools that run open-weight models offline, are themselves open source, and do not phone home. Hardware matters too: bigger models need more RAM and a capable GPU, so pick one that matches your machine and lets you start with smaller models.

Why cloud chatbots cannot be made private

A hosted assistant has to receive your prompt in readable form to answer it, so privacy rests entirely on the provider’s promises and retention settings. Running the model yourself removes that trust requirement: there is no server to log, leak, or train on what you type.

How to switch

Start with a one-click runner, download a small model, and use it for everyday questions. Keep a cloud tool only for tasks your hardware cannot handle, and you will be surprised how much runs comfortably on a normal laptop.

Frequently asked

Do these work without internet?
Yes. Once you have downloaded a model, everything runs locally on your machine, so you can use them fully offline. Nothing you type is sent anywhere.
Are local models as good as ChatGPT?
The largest hosted models are still ahead for the hardest tasks, but open models have closed much of the gap and are more than capable for everyday writing, coding help, and questions, with none of the data tradeoffs.