Best for
Best for people and small teams who want an AI assistant over their own documents that runs locally by default.
- Freelancers
- Small and mid-sized
- Enterprise
No tools match
Press / to search, arrow keys to move, Enter to open
AI Chatbots & Assistants Comparison
At a glance
Best for
Best for people and small teams who want an AI assistant over their own documents that runs locally by default.
Best for
Best for people who work inside Microsoft 365 and Windows.
Cataleo does not name a winner. Both statements come from the vendors themselves.
| Criterion | AnythingLLM | Microsoft Copilot |
|---|---|---|
| Starting price | Free desktop app; Cloud from $50 / month The desktop app is free. AnythingLLM Cloud is $50 a month for Basic and $99 a month for Pro, each a private instance with a custom subdomain; Enterprise is quoted. Cloud plans expect you to bring your own LLM API key. | Free in Windows and Edge; Copilot Pro ~$20 / month Microsoft 365 Copilot around $30 per user per month. |
| Free trial | Free desktop app for macOS, Windows and Linux | Free in Windows and Edge |
| Commercial use | Not stated | Yes |
| Output | A private AI assistant answering over your own documents | Assistant with access to Office files, email and calendar |
| API | Yes | N/A |
| Hosting | Desktop app on macOS, Windows and Linux, self-hosted with Docker, or AnythingLLM Cloud | Not stated |
| Ecosystem | Desktop app for macOS, Windows and Linux, Docker for multi-user self-hosting, AnythingLLM Cloud and mobile apps, with a plugin framework for custom agent skills | Microsoft 365 and Windows, with Edge integration |
| Live web search and sources | Yes, agents can browse and scrape the web | Yes, web search built in |
| Files and long documents | Yes, documents are embedded into workspaces for retrieval, with configurable chunking and a choice of local or cloud embedding models and vector databases including LanceDB, Chroma, Milvus, Pinecone, Weaviate, Qdrant and AstraDB | Yes, direct access to Office files, email and calendar |
| Images, voice and video | A meeting assistant transcribes and summarises meetings locally with action items and transcripts, plus dictation and context-aware autocomplete | Yes, image generation via Designer, plus Copilot Voice and Copilot Vision |
| Coding help | No code execution skill and no coding mode of its own, so code answers depend on the model you connect. The default agent skills cover RAG search, web browsing and scraping, SQL queries against a database, file system access, chart and document generation and scheduled jobs, and custom skills are written in JavaScript | Can help with code, but general-purpose rather than a coding tool |
| Model choice | Yes, Anthropic, OpenAI, Google Gemini and Vertex AI, Azure OpenAI, AWS Bedrock, Groq and Mistral in the cloud, or Ollama, LM Studio, LocalAI, KoboldCPP and oMLX locally | No model selector; runs on OpenAI models with a Think Deeper mode |
| Deployment | more entries Cloud (SaaS), Browser-based, On-premise | Cloud (SaaS), Browser-based |
| Support | Community forum | Not stated |
| Onboarding | Documentation and knowledge base | Not stated |
| Company size | more entries Freelancers, Small and mid-sized, Enterprise | Small and mid-sized, Enterprise |
| Integrations | Ollama, LM Studio, OpenAI, Anthropic, Google Gemini, Azure OpenAI, AWS Bedrock, Groq, Mistral AI, LanceDB, Chroma, Milvus, Pinecone, Weaviate, Qdrant, AstraDB, Gmail, Google Calendar, Outlook | Not stated |
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
Every line is one datapoint from the table above, picked automatically. Nothing here is written text.
The trade-offs
AnythingLLM
Strengths
Limitations
Microsoft Copilot
Strengths
Limitations
Plans
AnythingLLM
Microsoft Copilot
What users say
AnythingLLM
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
Microsoft Copilot
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
Where this comes from
AnythingLLM https://anythingllm.com · checked against the official source on 2026-09-13
Microsoft Copilot https://copilot.microsoft.com · no check date recorded yet
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.