Based only on the facts in our directory. The right pick still depends on the job you need done.
Lower starting price
Not comparable
Not comparable: Ayfie does not list a price
Free plan
Onyx
Only Onyx has one
Higher rating
Onyx
4.0 against 4.2
Same job?
Yes
Both are Productivity tools
Side by side
Compared on
Ayfie
Onyx
Our rating
4.0
4.2Better
Starts at
Not listed
$20/mo
Free plan
No
YesBetter
Category
Productivity
Productivity
Plans
See pricing
From $20/mo
Key features
Unified index across document storage, email, collaboration tools, and databases
Answers grounded in a company's own indexed data to reduce hallucinated responses
GDPR-compliant, private-environment data handling with no external exposure
Integration coverage spanning SharePoint, OneDrive, Exchange, Teams, Slack, and Confluence
Legal-tech and fintech text-analytics heritage built into the underlying search engine
Hybrid search plus RAG chat over 40+ connected workplace applications
Self-hosted, MIT-licensed open-source core with full data control
MCP support for connecting external tools and agent workflows
Custom AI assistants configurable per team or use case
Deep research mode with built-in code interpreter and web search
Pros
Answers grounded strictly in company data cut down on the hallucination risk of open-model search
GDPR-compliant, private-environment handling matters for regulated European enterprises
Fifteen-plus years of operating history (since 2009) and 500+ customers back up product maturity
Free, license-unrestricted self-hosted option for teams that want to avoid sending data to a vendor
Broad connector library covers most common workplace tools out of the box
MCP support keeps the platform current with the wider agent-tooling ecosystem
Cons
No published pricing, every deployment requires a direct sales conversation
Best suited to enterprises with real data-sprawl problems, overkill for a small team
Deployment complexity scales with how numerous systems a company wants indexed
Self-hosting the open-source edition still requires infrastructure and maintenance effort
The 2024 rebrand from Danswer to Onyx means older tutorials and integrations still reference the old name
Per-seat Business pricing can add up for larger teams compared with a flat-rate tool
Company
ayfie Group AS, founded 2009
DanswerAI Inc. (operating as Onyx), founded 2023
Prices come from each vendor's pricing page, last checked 20260808. Check the vendor before you buy.
FAQ
Questions people ask
Is Ayfie better than Onyx?
In our reviews Ayfie scores 4.0 and Onyx scores 4.2. The better pick depends on the job. Ayfie: An enterprise AI search platform indexes a company's files, email, and systems to answer questions grounded in its own data. Onyx: Open-source AI chat and enterprise search that connects to a team's documents, apps, and people.
Onyx
Ayfie
