Real ChatGPT answer · index seedxgKF3P8Z58UcompleteB2B software · AI and automation toolsinformational
Are there any open source alternatives to Microsoft Copilot that avoid heavy per-user licensing costs for small teams?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source alternatives to Microsoft Copilot that avoid heavy per-user licensing costs for small teams?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
open source alternatives to Microsoft Copilot for small teams self hosted AI coding assistant office productivity 2026 Google ↗
open source Microsoft 365 Copilot alternatives self hosted team knowledge assistant licensing costs Google ↗
- AnythingLLM · anythingllm.com
- Open WebUI · openwebui.com
- Alternatives to Open WebUI / Open WebUI · docs.openwebui.com
- Workspace / Open WebUI · docs.openwebui.com
- Open WebUI License / Open WebUI · docs.openwebui.com
- Onyx · onyx.app
- Onyx AI | Open Source Enterprise Search & AI Assistant · onyx.app
- Onyx AI | Open Source Enterprise Search & AI Assistant · onyx.app
- LibreChat · librechat.ai
- GitHub - LibreChat-AI/LibreChat: Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active · github.com
- Open Source GitHub Copilot Alternatives: Self-Hosted AI · openappscout.com
- 6 Best Open Source GitHub Copilot Alternatives in 2026 · ossalternatives.org
- Open-Source AI coding assistants: 6 Options Compared (2026) · toolalternatives.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source alternatives to Microsoft Copilot for small teams self hosted AI coding assistant office productivity 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
open source Microsoft 365 Copilot alternatives self hosted team knowledge assistant licensing costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |