Best for
Best for people who work inside Microsoft 365 and Windows.
- 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 who work inside Microsoft 365 and Windows.
Best for
Best for teams that want one self-hosted chat front end over local and cloud models, with the data staying on their own infrastructure.
Cataleo does not name a winner. Both statements come from the vendors themselves.
| Criterion | Microsoft Copilot | Open WebUI |
|---|---|---|
| Starting price | Free in Windows and Edge; Copilot Pro ~$20 / month Microsoft 365 Copilot around $30 per user per month. | Free, self-hosted; enterprise licence quoted The community edition is free to deploy as-is with the Open WebUI branding kept. An enterprise licence is required to white-label or rebrand it or to use enterprise-only features, and is quoted against the number of seats. |
| Free trial | Free in Windows and Edge | Free community edition, self-hosted |
| Commercial use | Yes | Not stated |
| Output | Assistant with access to Office files, email and calendar | A self-hosted chat interface over local and cloud models |
| API | N/A | Yes, a REST API with an OpenAI-compatible chat completions endpoint and Anthropic-compatible messages endpoints |
| Hosting | Not stated | Self-hosted by pip, uv, Docker or Kubernetes; runs fully offline and in air-gapped environments |
| Ecosystem | Microsoft 365 and Windows, with Edge integration | Self-hosted web interface with a plugin and tool marketplace, plus companion projects Open Terminal for code execution, oikb for knowledge-base sync and mcpo for MCP-to-OpenAPI proxying |
| Live web search and sources | Yes, web search built in | Yes, through dozens of providers including SearXNG, Google PSE, Brave Search, Kagi, Mojeek, Tavily, Perplexity and Firecrawl, with results injected into the conversation |
| Files and long documents | Yes, direct access to Office files, email and calendar | Yes, local retrieval backed by nine vector databases, with several content-extraction engines and hybrid BM25 plus vector search with reranking |
| Images, voice and video | Yes, image generation via Designer, plus Copilot Voice and Copilot Vision | Image generation through DALL-E, Gemini, ComfyUI and AUTOMATIC1111, plus hands-free voice and video calls with a choice of speech-to-text and text-to-speech engines |
| Coding help | Can help with code, but general-purpose rather than a coding tool | Open Terminal adds sandboxed files, a shell, code execution, previews and artifacts inside the chat |
| Model choice | No model selector; runs on OpenAI models with a Think Deeper mode | Yes, and it is the point: Ollama for local models and any OpenAI-compatible API, including LM Studio, GroqCloud, Mistral, OpenRouter and vLLM, mixed locally or in the cloud |
| Deployment | Cloud (SaaS), Browser-based | Browser-based, On-premise |
| Support | Not stated | Community forum |
| Onboarding | Not stated | Documentation and knowledge base |
| Company size | Small and mid-sized, Enterprise | more entries Freelancers, Small and mid-sized, Enterprise |
| Integrations | Not stated | Ollama, OpenAI, Anthropic, LM Studio, GroqCloud, Mistral, OpenRouter, vLLM, ComfyUI, AUTOMATIC1111, SearXNG, Brave Search, Kagi, Tavily, Firecrawl, Docker, Kubernetes |
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
Microsoft Copilot
Strengths
Limitations
Open WebUI
Strengths
Limitations
Plans
Microsoft Copilot
Open WebUI
What users say
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.
Open WebUI
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
Microsoft Copilot https://copilot.microsoft.com · no check date recorded yet
Open WebUI https://openwebui.com · checked against the official source on 2026-09-13
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.