dbt vs Heap: Full Comparison (2026)
Pricing, features, scores, and a clear verdict on which one is right for you.
The bottom line
dbt positions itself as "transform data with confidence" while Heap goes after "automatically capture everything users do" — so the right pick depends on which problem you're actually solving. Both use freemium pricing, but dbt charges per seat while Heap charges custom — a meaningful difference for larger teams.
At a glance
| dbt | Heap | |
|---|---|---|
| Our score | 90/100 | 80/100 |
| Starting price | Free | Free |
| Free tier | Yes | Yes |
| Best for | Transform data with confidence | Automatically capture everything users do |
Pricing comparison
Calculate your cost
Feature comparison
core
| Feature | dbt | Heap |
|---|---|---|
| SQL transformations | Yes | No |
| Testing | Yes | No |
| Documentation | Yes | No |
| Lineage graphs | Yes | No |
| Version control | Yes | No |
| Auto-capture events | No | Yes |
| Funnel analysis | No | Yes |
| Retention analysis | No | Yes |
| User segmentation | No | Yes |
| Session replay | No | Yes |
Ratings breakdown
What the data tells us
Key capabilities you'd miss
Choosing dbt means going without Auto-capture events, Funnel analysis, Retention analysis (which Heap offers). Choosing Heap means losing SQL transformations, Testing, Documentation. These are the features that typically drive the final decision — check whether your workflow depends on any of them before committing.
Choose dbt if...
- You want a free tier to get started
- You value powerful features over simplicity
- Getting strong value for money is a priority
Choose Heap if...
- You want a free tier to get started
- You value an intuitive, easy-to-use interface
- You need enterprise-grade capabilities
Frequently asked questions
Is dbt or Heap better?
dbt scores 90/100 compared to Heap's 80/100 on VendorVS. However, the best choice depends on your needs — dbt excels at ease of use (7/10) while Heap scores 8/10.
How much does dbt cost compared to Heap?
dbt starts at free (free tier available). Heap starts at free (free tier available). dbt is the more affordable option.
Does dbt or Heap have a free plan?
Yes, both dbt and Heap offer free tiers, so you can try each before committing to a paid plan.
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