Onyx (Danswer) vs Drift AI
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) is the stronger all-round choice, scoring 4.5/5 versus 4.3/5 for Drift AI, 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 Drift AI if its pricing or specific features 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.
Drift AI
AI-powered conversational marketing platform — qualify leads and book meetings with AI chatbots.
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
🎯 Best for — Onyx (Danswer)
🏷️ Tags — Onyx (Danswer)
Our Verdict
After comparing ratings, pricing and features, Onyx (Danswer) comes out ahead with a 4.5/5 rating. It is the better choice for most users.
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.
❓ Frequently Asked Questions
Which is better: Onyx (Danswer) or Drift AI?
Onyx (Danswer) has the higher user rating (4.5/5 vs 4.3/5), making it the stronger overall pick. That said, Drift AI can still be the better fit depending on your budget and specific needs — see the full comparison above.
Is Onyx (Danswer) or Drift AI cheaper?
Onyx (Danswer) (Free (open source) / cloud plans) is generally more budget-friendly than Drift AI ($2,500/mo). If cost is your main concern, Onyx (Danswer) is worth trying first — but compare the feature sets above to confirm it covers what you need.
Can I switch from Onyx (Danswer) to Drift AI?
Yes — switching between Onyx (Danswer) and Drift AI is usually straightforward since both are chatbots tools with similar core workflows. Most users can export their data and get started with Drift AI within a day; just check Drift AI's free plan before committing to a paid tier.