Onyx (Danswer) vs Quivr
An open-source enterprise AI assistant and search (formerly Danswer) that connects to your company's apps — Slack, Drive, Confluence, GitHub — to answer questions over internal knowledge. Self-hostable, secure and free.
🧠 Expert verdict
Our expert verdict: Onyx (Danswer) and Quivr are very evenly matched at 4.5/5, so the right pick comes down to your priorities, and it stands out for "Connects 40+ company apps". Choose Onyx (Danswer) if you want the best chatbots tool overall, especially for internal knowledge search; pick Quivr if "Chat with all your files (RAG)" matters more for your workflow.
Onyx (Danswer)
An open-source enterprise AI assistant and search (formerly Danswer) that connects to your company's apps — Slack, Drive, Confluence, GitHub — to answer questions over internal knowledge. Self-hostable, secure and free.
Quivr
An open-source 'second brain' that lets you chat with all your files and knowledge using RAG. Quivr ingests documents, notes and links, then answers questions over them with the model of your choice — self-hostable and free.
Onyx (Danswer)
✅ Pros
- +Connects 40+ company apps
- +Self-hostable (data stays yours)
- +Open-source alternative to Glean
- +Secure with permissions
- +Free to run yourself
❌ Cons
- −Setup for connectors/IT
- −Hosted cloud plan is paid
- −Best for teams, not individuals
- −Requires maintenance
Quivr
✅ Pros
- +Chat with all your files (RAG)
- +Bring your own model
- +Self-hostable and private
- +Open source and free
- +Hosted option available too
❌ Cons
- −Self-hosting needs setup
- −Answer quality depends on data
- −Hosted plan for convenience is paid
- −Developer-leaning
🎯 Best for — Onyx (Danswer)
🎯 Best for — Quivr
🏷️ Tags — Onyx (Danswer)
🏷️ Tags — Quivr
Our Verdict
Onyx (Danswer) and Quivr are equally matched — your choice depends on your specific use case and budget.
Expert take on each tool
📌 Onyx (Danswer)
Onyx (formerly Danswer) is the leading open-source alternative to Glean: connect your company apps and get a secure, self-hosted AI assistant over internal knowledge. Ideal for teams that want enterprise search without sending data to a vendor cloud.
📌 Quivr
Quivr is a top open-source "second brain": upload your files and chat with your own knowledge via RAG, self-hosted and private, with any model you like. Great for individuals and teams who want a searchable, conversational memory of everything.
❓ Frequently Asked Questions
Which is better: Onyx (Danswer) or Quivr?
Onyx (Danswer) and Quivr are rated equally (4.5/5), so the better choice depends on your specific use case, pricing preference, and feature needs — see the full comparison above for details.
Is Onyx (Danswer) or Quivr cheaper?
Onyx (Danswer) (Free (open source) / cloud plans) and Quivr (Free (open source) / hosted plans) sit at a similar price point. The best way to compare actual cost is to check each tool's plans for the specific features and usage limits you need.
Can I switch from Onyx (Danswer) to Quivr?
Yes — switching between Onyx (Danswer) and Quivr is usually straightforward since both are chatbots tools with similar core workflows. Most users can export their data and get started with Quivr within a day; just check Quivr's free plan before committing to a paid tier.