nao vs Dagster Compass
Explore nao, the first open source analytics agent, as an alternative to Dagster Compass. Compare their context options, features, pricing, and more.
About Dagster Compass
Dagster Compass is a Slack bot: @compass in any channel to ask data questions. Connect your tables, add to Slack, and it scans your data. For teams who want answers in Slack, no separate app.
Why choose nao over Dagster Compass?
- Full analytics UI with charts, SQL transparency, and result exploration, not just Slack answers
- Open source: context lives as versioned files you own, inspect, and audit
- Built-in evaluation framework to measure and improve answer accuracy over time
Our review of Dagster Compass agent
Dagster Compass is very quick to set up: you connect tables, add it to Slack, and let it scan and sample your data. The context is intentionally light (metadata, sampling, and a system prompt) and, without dbt docs, it misunderstood our benchmark use case. The experience is a Slack bot with static charts and no standalone UI or SQL transparency, but having context versioned in Git is a nice governance touch.
Feature comparison
| Feature | nao | Dagster Compass |
|---|---|---|
| End user UX | Chat interface, transparent SQL, interactive charts | Slack bot only: @compass in any channel, no separate app or UI |
| Data team UX | Synchronized context, built-in evaluation | Automatic schema context retrieval, fast to set up |
| Reliability | Evaluation framework + context versioning | No evaluation framework |
| Context flexibility | File system context | Git repo context, no MCP integration |
| Monitoring | Audit logs, usage tracking, feedback loop | Slack conversation history only |
| Cost | Open source / self-hosted | Per question pricing |
Context options
| Context source | nao | Dagster Compass |
|---|---|---|
| Table sampling | ||
| dbt | ||
| Prompt | ||
| Rules | ||
| Skills | ||
| Any semantic layer | ||
| MCPs |
Why choose nao
- Full analytics UI with charts, SQL transparency, and result exploration, not just Slack answers
- Open source: context lives as versioned files you own, inspect, and audit
- Built-in evaluation framework to measure and improve answer accuracy over time
Why choose Dagster Compass
- Slack-native: no separate app or onboarding, adoption is instant
- Fast to set up for teams with minimal analytics needs, good for a quick POC
- Context versioned in git, governance built into the workflow
