dbt
FullStory
| Feature | dbt | FullStory |
|---|---|---|
| Pricing | Free / from $100/mo | Free only |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.4 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | product-teams, ux-designers, enterprise-apps, conversion-optimization |
| Founded | 2016 | 2014 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Session Replay | ✗ | ✓ |
| Heatmaps | ✗ | ✓ |
| Product Analytics | ✗ | ✓ |
| Error Tracking | ✗ | ✓ |
| Frustration Signals | ✗ | ✓ |
| User Journeys | ✗ | ✓ |
| Data Export | ✗ | ✓ |
✓ dbt Pros
- Industry standard for data transformation in warehouses
- SQL-based (accessible to analysts, not just engineers)
- Excellent testing and documentation framework
- dbt Core is fully open-source and free
✗ dbt Cons
- dbt Cloud pricing can be steep for large teams
- Requires a data warehouse (does not store data)
- Learning curve for software engineering practices
✓ FullStory Pros
- High-fidelity session replay with DOM rendering
- AI-powered insights surface frustration signals
- Combines qualitative and quantitative analytics
- Privacy-first with PII exclusion controls
✗ FullStory Cons
- Expensive for high-traffic sites
- Free plan limited to 1,000 sessions/month
- Can slow page performance with full recording
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. FullStory targets product teams and ux designers and leads with session-replay and heatmaps.
FullStory uses custom enterprise pricing, while dbt starts at $100/mo — a tangible advantage for teams with a fixed budget.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.