DeepSeek V3
671B MoE
Access: Open-source software
Setup: self-host
Functional replacements with a real free or open-source path, described in plain terms.
671B MoE
Access: Open-source software
Setup: self-host
Open-source multi-provider AI chat app with local and cloud model integrations. You provide the model or API credentials; it does not include paid ChatGPT, Claude, Gemini, or Grok subscriptions.
Setup: self-host
Desktop app for downloading and running open models locally with a chat UI and local OpenAI-compatible server. Model files and your own hardware are required; hosted model access is not included.
Setup: desktop app + local model
Private desktop chat app for running open language models on consumer hardware. It is a local ChatGPT-style workspace; model downloads and available performance depend on your machine.
Setup: desktop app + local model
Local-first document chat and retrieval workspace that keeps the knowledge base under your control. Bring your own model backend and compute; it is not a hosted ChatGPT subscription.
Setup: self-host
Modern design AI chat framework supporting multiple AI providers, one click install MCP Marketplace and Artifacts / Thinking. ⊘ Proprietary Nodejs/Docker
Access: Open-source software
Setup: self-host
Gradio web UI for running LLMs locally with LoRA training.
Access: Free or open-source project
Setup: self-host
Run your AI models locally and generate images and audio.
Access: Free or open-source project
Setup: self-host
Some current card descriptions mention document, retrieval, or research workflows. Compare each card’s notes about model and backend setup.
Some current card descriptions mention local or self-hosted workflows. Your device and chosen model determine what you can run.
Some current card descriptions mention a provider, API, endpoint, or backend connection. A free client does not include free model access; provider plans, quotas, and charges are separate.
These are keyword signals in catalog descriptions, not a verified feature count or feature checklist. Confirm capabilities and terms on each project’s own site.