The open-source Copilot alternative that works across your entire stack
Onyx connects your entire tool stack: Slack, Google Drive, Confluence, and 40+ more, not just Microsoft 365. Get reliable, permission-aware answers across everything your team uses, with any LLM you choose.
Feature | Onyx | Copilot |
|---|---|---|
Integrated Company Knowledge | +33 more 40+ indexed enterprise connectors | Microsoft 365 apps only 1 |
Open-source & self-hostable | Yes | No |
Reliable answer quality | Ramp: "none had the same answer reliability" | 3% "significant value" (Gartner) |
Model-agnostic (100+ LLMs) | Yes | Mostly OpenAI models and few other proprietary models from major providers |
Transparent, predictable pricing | $20/user/month | $30/user + M365 license = $42-87/user |
No oversharing security risk | Permission-aware from the start | Major oversharing concern 2 |
1Copilot searches Word, Excel, Outlook, and Teams. If your team uses Slack, Google Drive, Confluence, Jira, or GitHub, those are invisible to it. Onyx indexes all of them continuously.
2Copilot inherits SharePoint and OneDrive permissions as-is. In most orgs, these are over-permissioned: 67% of enterprise security teams report concerns, and 15%+ of business-critical files are accessible to more people than intended. Copilot will surface that data to anyone who asks.
Pricing Comparison
Onyx
$20/user/month
Microsoft 365 Copilot
~$55/user/month
14-day free trial. No credit card required. No minimum seats. No minimum contract.
$30/user Copilot fee plus a required M365 license ($12.50-$57/user). Copilot Studio agents billed separately. Annual commitment, no free trial.
Total Cost of Ownership
Estimated annual cost comparison based on per-user pricing.
Team size
100 users
10
1,000
Onyx
$24,000
$20/user/month
Copilot
$66,000
~$55/user/month
Annual Savings
$42,000
64% less with Onyx
Detailed Comparison
Click each section to expand the full comparison.
Onyx
Onyx connects to 40+ tools natively: Slack, Google Drive, Confluence, Jira, GitHub, Salesforce, Notion, HubSpot, and more. Every connector continuously syncs and indexes your data. Search works across your entire tech stack, not just one vendor's ecosystem.
Microsoft 365 Copilot
Copilot's strength is deep Microsoft 365 integration: it's embedded in Word, Excel, PowerPoint, Outlook, and Teams. It has 100+ connectors via Microsoft Graph for non-Microsoft sources, but the experience outside Microsoft apps is significantly weaker. Partner-built connectors for Slack, Google Drive, etc. require additional setup and maintenance, and the retrieval quality through Graph connectors is inconsistent.
Which is Right for You?
Onyx is best for
Teams using a mix of tools beyond Microsoft (Slack, Google Drive, Confluence, etc.)
Organizations frustrated with Copilot's answer quality and looking for reliability
Companies needing self-hosted or air-gapped deployment
Cost-conscious teams. Onyx is 50-75% cheaper than Copilot + M365
Security-conscious organizations concerned about oversharing risks
Microsoft 365 Copilot is best for
Organizations 100% committed to the Microsoft ecosystem (M365, Teams, SharePoint, Azure)
Teams primarily needing in-app AI assistance in Word, Excel, and PowerPoint
Companies that value meeting summarization (Copilot's strongest feature at 90-95% accuracy)
Existing Power Platform users who want Copilot Studio for agent building
Frequently Asked Questions
Get Started
Today
Start your 14-day free trial of Onyx (no credit card required)
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