💬Run the Model Yourself

ChatGPT is a conversational AI assistant for writing, coding, analysis and search, with file uploads, memory and custom tools.

// TAKE · Open WebUI is the closest to the hosted ChatGPT experience, with multi-user accounts, document chat and tool calling on top of Ollama or any OpenAI-compatible API. LibreChat is the stronger choice when you want to mix providers and keep tight admin control over who can use what, while Jan is for people who want everything running locally and will accept smaller models to get it.

Claude is a general-purpose AI assistant for chat, writing, analysis and coding, available through web, desktop and mobile apps.

// TAKE · Open WebUI and LibreChat come closest to the Claude experience, but both are front ends rather than models: Open WebUI is the most polished for self-hosting against Ollama or an API key, while LibreChat handles multiple providers, agents and enterprise login better. Jan is the one to pick if you want everything offline on your own hardware, accepting that the local models you can run are well short of Claude.

Gemini is Google's AI assistant, a multimodal chat interface backed by the Gemini models with web, document and image input.

// TAKE · Open WebUI is the closest self-hosted stand-in for the Gemini chat experience, with multimodal input, web search and a mature extension layer, and it can still call Google's models through an API key. LibreChat is the better choice for multi-user deployments, Jan and Fullmoon give up frontier model quality to run entirely on your hardware, and Zola is a lightweight model-switching UI.

Perplexity is an AI answer engine that searches the web and returns short, cited answers with suggested follow-up questions.

// TAKE · Morphic is the closest clone of the Perplexity experience, a search-grounded answer engine with citations and generated result UI, and Scira offers much the same thing with a cleaner interface. Open WebUI is a heavier general chat front end that can do web search as one feature among many, which makes it a better daily driver but a worse pure answer engine.

Grok is xAI's conversational assistant for questions, writing and image analysis, with access to live web and X data.

// TAKE · Open WebUI is the closest replacement for the chat experience, with model switching, web search and document chat once you point it at a backend. LibreChat suits teams that need authentication and multi-provider routing, while Jan runs models entirely on your own machine and trades answer quality for privacy.

Poe gives one chat app access to many hosted AI models, plus user-created bots built on custom prompts.

// TAKE · Open WebUI is the closest to Poe's model switching and custom bots, with by far the largest plugin ecosystem, though you have to run a server for it. LibreChat fits better if you want multi-user accounts across hosted providers, while Jan and cherry-studio are desktop apps that put local models first.

LM Studio is a desktop app for downloading and running local LLMs with a chat interface and an OpenAI-compatible local server.

// TAKE · Jan is the closest one-for-one replacement: a desktop app that browses models, downloads them and exposes a local API, all in the same window. Ollama is the better engine and almost everything else builds on it, but it is a CLI and daemon rather than a GUI, while cherry-studio and 5ire are polished chat clients that assume a backend such as Ollama is already running.

TypingMind is a paid front end for ChatGPT and other model APIs, adding chat folders, plugins and bring-your-own API keys.

// TAKE · LibreChat is the closest replacement: a polished multi-provider chat UI with presets, conversation branching and your own API keys, hosted wherever you like. Open WebUI has the bigger ecosystem and better local-model support but leans towards Ollama, cherry-studio is a desktop app rather than something a team shares, and Jan is the pick if everything must stay offline.

BoltAI is a native macOS desktop client for ChatGPT, Claude and other model APIs, with a prompt library and inline assistance.

// TAKE · cherry-studio is the nearest equivalent, a native desktop app for macOS and Windows that switches providers and keeps a prompt library, though it is heavier and less Mac-idiomatic than BoltAI. 5ire is a lighter desktop client with MCP support, Jan trades hosted models for fully local inference, and Open WebUI is a browser app you host rather than something living in your menu bar.

Msty Studio is a desktop app for chatting with local and cloud AI models, including side-by-side comparison and document chat.

// TAKE · Jan best reproduces the appeal of a desktop app that hides the server: install it, pull a model, start chatting. cherry-studio goes further on mixing providers and local knowledge bases, while Ollama paired with Open WebUI is the power-user route, giving you more control and a multi-user interface in exchange for setup work.

T3.chat is a fast multi-model AI chat app that switches between LLM providers in one browser interface with synced history.

// TAKE · LibreChat is the closest in spirit, with one web UI over many providers, conversation branching and shared prompts, and it is the easiest of these to hand to a team. Open WebUI is more capable overall with RAG, tools and user management but is a heavier install aimed at local models, while Jan and cherry-studio are desktop apps rather than the always-open browser tab T3.chat gives you.

Monica is an all-in-one AI assistant that puts chat, writing help and document Q&A from several models into your browser.

// TAKE · Open WebUI is the closest overall, giving you one polished chat interface over local and hosted models with document upload and web search. AnythingLLM is stronger if your main use is asking questions of your own files, and Jan is the pick when everything must run offline on your own machine, at the cost of the breadth Monica gets from frontier models.

Alice is a desktop AI assistant that puts several language models behind a keyboard shortcut, with saved prompts and tools.

// TAKE · cherry-studio is the closest desktop equivalent, with multi-provider chat, a prompt and assistant library and a native app on macOS and Windows. 5ire is more interesting if you want MCP tools and a local knowledge base wired in, and Jan is the fully offline option, while LibreChat is a self-hosted web app rather than something living in your menu bar.