nao vs Looker

Explore nao, the first open source analytics agent, as an alternative to Looker. Compare their context options, features, pricing, and more.

About Looker

Looker is Google's enterprise BI. Define models in LookML, build dashboards. AI features available; typically requires sales contact. For enterprises.

Why choose nao over Looker?

Self-serve — try and deploy without a sales process
Built-in evaluation framework for reliable AI answers
Open source with no vendor lock-in — context is portable

Our review of Looker agent

We were not able to test Looker AI hands‑on because it is not self‑serve, but we spoke to teams already using Looker. Their feedback was that the AI features feel slower and less reliable than they would like, even though the core BI platform remains strong.

Feature comparison

Feature	nao	Looker
End user UX	Chat interface, transparent SQL, interactive charts	Enterprise dashboards + NL explore — a strong fit if curated BI is your main need
Data team UX	Synchronized context, built-in evaluation	Uses LookML layer — fast to set up if you are already on Looker
Reliability	Evaluation framework + context versioning	Governed LookML definitions — but no AI evaluation framework
Context flexibility	File system context	Mainly LookML semantics
Monitoring	Audit logs, usage tracking, feedback loop	No monitoring of agent usage or AI quality
Cost	Open source / self-hosted	Enterprise licensing (significant)