Best dbt Cloud Alternatives in 2026
The top dbt Cloud alternatives are QuerySurge, Datagaps ETL Validator and RightData: 7 ETL testing tools our editors would look at instead of dbt Cloud, in our ranking order.
dbt Cloud: Tests live next to the transformation SQL that produces the data, not in a separate tool. Where it falls short: it tests transformations you write in dbt, not a true black-box source-to-target reconciliation across arbitrary systems.
Switching from dbt Cloud? For most etl testing tools buyers the best dbt Cloud alternative is QuerySurge, built for enterprises validating data warehouses, big data, and BI reports at scale. On a budget, BiG EVAL starts at $89/mo, against $100/mo for dbt Cloud. Datagaps ETL Validator has a free plan.
Why People Look for a dbt Cloud Alternative
- It tests transformations you write in dbt, not a true black-box source-to-target reconciliation across arbitrary systems
- Row-level and cross-database comparison testing needs extra packages or a companion tool
- Starter plan pricing is per-seat, which adds up for larger analytics teams
- No source-to-target reconciliation — 6 of the alternatives below have it
- No no-code test authoring — 3 of the alternatives below have it
Quick Picks by What You Need
- Best overallQuerySurge9.2
Enterprises validating data warehouses, big data, and BI reports at scale
Visit QuerySurge - Lowest priceBiG EVAL8.4
Paid plans from $89/mo
Visit BiG EVAL - Best free optionDatagaps ETL Validator9.0
Has a free plan
Visit Datagaps ETL Validator - Best for source-to-target reconciliationQuerySurge9.2
Source-to-target reconciliation (dbt Cloud: no)
Visit QuerySurge
All 7 dbt Cloud Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forEnterprises validating data warehouses, big data, and BI reports at scale
- Better than dbt Cloud:
- Source-to-target reconciliation
- No-code test authoring
- Editor score 9.2 vs 8.0
The most widely deployed dedicated ETL test automation platform for large, mixed data estates.
- No-code test authoring
- Source-to-target reconciliation
9.2/10★★★★★Visit QuerySurge -
Best forTeams that want ETL validation up and running fast without a scripting-heavy setup
- Better than dbt Cloud:
- Source-to-target reconciliation
- No-code test authoring
- Editor score 9.0 vs 8.0
A low-code validator that leans on AI to suggest and self-heal comparison rules across a huge connector list.
- No-code test authoring
- Source-to-target reconciliation
9.0/10★★★★☆Visit Datagaps -
Best forTeams that want ETL validation, reconciliation, and governance tracked in one place
- Better than dbt Cloud:
- Source-to-target reconciliation
- No-code test authoring
- Editor score 8.7 vs 8.0
Positions ETL validation as one piece of a broader data quality and governance platform.
- No-code test authoring
- Source-to-target reconciliation
8.7/10★★★★☆Visit RightData -
Best forMid-size teams that want configurable ETL testing without enterprise-tier pricing
- Better than dbt Cloud:
- Source-to-target reconciliation
- Paid from: $89/mo vs $100/mo
- Editor score 8.4 vs 8.0
A flexible ETL testing framework with one of the lowest published entry prices in this category.
- Source-to-target reconciliation
8.4/10★★★★☆Visit BiG EVAL -
Best forEnterprises validating existing Informatica PowerCenter ETL workflows
- Better than dbt Cloud:
- Source-to-target reconciliation
- Editor score 8.2 vs 8.0
The default choice for shops already standardized on Informatica PowerCenter who need matching validation.
- Source-to-target reconciliation
8.2/10★★★★☆Visit Informatica -
Best forEngineering teams that want validation defined and versioned as code, for free
The default open-source choice for teams that want validation as Python code, not a GUI.
7.8/10★★★★☆Visit Great Expectations -
Best forBig-data teams on Spark/Hadoop who want validation with zero license cost
- Better than dbt Cloud:
- Source-to-target reconciliation
A no-cost, self-hosted option for teams already running Spark who want data quality checks in the same stack.
- Source-to-target reconciliation
7.3/10★★★★☆Visit Apache Griffin
dbt Cloud Alternatives: Common Questions
What is the best alternative to dbt Cloud?
QuerySurge: #1 in our ETL Testing Tools ranking, with an editor score of 9.2 out of 10. The most widely deployed dedicated ETL test automation platform for large, mixed data estates.
Is there a free alternative to dbt Cloud?
Yes. Datagaps ETL Validator, Great Expectations and Apache Griffin have a free plan or a free tier.
Why do people look for dbt Cloud alternatives?
It tests transformations you write in dbt, not a true black-box source-to-target reconciliation across arbitrary systems; Row-level and cross-database comparison testing needs extra packages or a companion tool; Starter plan pricing is per-seat, which adds up for larger analytics teams.
How do I switch from dbt Cloud?
Export your data from dbt Cloud (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel dbt Cloud.
How to Switch from dbt Cloud
- Export your data from dbt Cloud (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel dbt Cloud.
dbt Cloud vs Each Alternative
| # | Tool | Free plan | Paid from | Source-to-target reconciliation | No-code test authoring | CI/CD integration | Deployment model | Score |
|---|---|---|---|---|---|---|---|---|
| 6 | dbt Cloud | Yes | $100/mo | No | No | Yes | Cloud | 8.0 |
| 1 | QuerySurge | No | Yes | Yes | Yes | Hybrid | 9.2 | |
| 2 | Datagaps ETL Validator | No | Yes | Yes | Yes | Cloud | 9.0 | |
| 3 | RightData | No | Yes | Yes | Yes | Hybrid | 8.7 | |
| 4 | BiG EVAL | No | $89/mo | Yes | No | Yes | Hybrid | 8.4 |
| 5 | Informatica Data Validation | No | Yes | No | Yes | Hybrid | 8.2 | |
| 6 | Great Expectations | Yes | No | No | Yes | Self-hosted | 7.8 | |
| 7 | Apache Griffin | Yes | Free | Yes | No | No | Self-hosted | 7.3 |
Head-to-Head
- dbt Cloud vs QuerySurge
- dbt Cloud vs Datagaps ETL Validator
- dbt Cloud vs RightData
- dbt Cloud vs BiG EVAL
- dbt Cloud vs Informatica Data Validation
- dbt Cloud vs Great Expectations
Reviewed by iTechGuides Editors · Editorial team · Updated Nov 2026
Last updated · How we research and update