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Datafold

By Datafold

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4.5 out of 5 stars

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Datafold Reviews & Product Details

Value at a Glance

Averages based on real user reviews.

Perceived Cost

$$$$$

Datafold Media

Datafold Demo - Data Catalog
Datafold Demo - Column-level Lineage
Datafold Demo - Data Diff
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Datafold Reviews (24)

Reviews

Datafold Reviews (24)

4.5
24 reviews

Review Summary

Generated using AI from real user reviews
Users consistently praise the user-friendly interface and data quality monitoring capabilities of Datafold, which simplify the process of tracking data changes and ensuring accuracy. Many appreciate how it automates testing, reducing manual effort and errors, although some note a steep learning curve and limited integration options as common challenges.
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G2 reviews are authentic and verified.
Verified User in Automotive
IA
Mid-Market (51-1000 emp.)
"Unfold data quality and consistency, use Datafold"
What do you like best about Datafold?

1. Simple and user friendly UI

2. Complete end to end data tracking

3. Real time updates

4. Rich library of reusable prebuilt functions Review collected by and hosted on G2.com.

What do you dislike about Datafold?

1. Handling of NoSQL Data is not supported comprehensively.

2. Integration options are not limited. Review collected by and hosted on G2.com.

Sushil K.
SK
Data Scientist
Enterprise (> 1000 emp.)
"Datafold experience"
What do you like best about Datafold?

Easy to use, some task is easily doable. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

some time it takes more time, need to resolve Review collected by and hosted on G2.com.

Verified User in Online Media
IO
Small-Business (50 or fewer emp.)
"A cheap Data Observing tool"
What do you like best about Datafold?

It helped to fix issues which gave insight to correct practices. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

It's a relatively new tool and doesn't have a vast community. Still a WIP. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
II
Small-Business (50 or fewer emp.)
"A great tool for automation testing."
What do you like best about Datafold?

Automated testing tool for data engineers Review collected by and hosted on G2.com.

What do you dislike about Datafold?

It is somewhat costly to use for freshers. Review collected by and hosted on G2.com.

Andrew B.
AB
CTO
Consulting
Mid-Market (51-1000 emp.)
"DataFold fills a core gap in your modern data stack"
What do you like best about Datafold?

The Data Diff feature enables data teams to push new code with confidence. Combined with the Column Lineage feature, bugs and regressions are greatly reduced. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Data catalog discovery needs more attention Review collected by and hosted on G2.com.

Rommel John P.
RP
Associate Analyst
Mid-Market (51-1000 emp.)
"Easy to use for comparing queries for updates"
What do you like best about Datafold?

I like how I can easily see the output differences of two queries, how many duplicates, and how many nulls there are. It makes it easier to drill down to the source of discrepancy. The lineage tool is also beneficial to see dependencies. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Not a dislike, but just a suggestion if we can also go down to the per-field view of the lineage tool so we know which tables our metrics are coming from. This is particularly useful for tables with aggregated data and metrices from multiple tables. Review collected by and hosted on G2.com.

Verified User in Internet
UI
Mid-Market (51-1000 emp.)
"Fantastic product for data quality and cataloging"
What do you like best about Datafold?

Datafold has a simple UI and navigation with powerful features underneath. The lineage product allows users to deeply explore how tables and data assets relate to each other, and easily see the dependency graph for a given table or column. This makes understanding the impact of data issues or outages very straightforward. Their datadiff product has been critical for data migrations that require careful orientation to detail. Their cataloging product is in its early stages, but is already helping us search and document the data assets we have, which makes onboarding new data scientists or data-saavy teammembers easier. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

There's ripe opportunity for datafold to continue to increase the integrations that they support. I'd love to see both Mode and Tableau integrations added as downstream asset integrations. Search on the catalogue is sometimes slow and clunky. The alerts functionality is pretty basic today and could use with more granular controls anda nd desintations. They're still early on in product development so I expect all of these things to improve over the next year! Review collected by and hosted on G2.com.

Zack B.
ZB
Senior Data Analyst
Mid-Market (51-1000 emp.)
"Datafold shines a light on the changes you might now know you are making to your data"
What do you like best about Datafold?

Datafold makes it easy to see how the changes you make impact your data through easy-to-understand visualizations and tooling. Their integration with DBT helps make this incredible easily. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Datafold does an excellent job for its intended purpose. Obviously, when you are deliberately making changes to your data, you need to be thoughtful about if the changes you are seeing are what you intended. It can require a bit of work to do this, but that is unavoidable. Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
EH
Mid-Market (51-1000 emp.)
"Great potential to transform your operations"
What do you like best about Datafold?

Datafold has a broad set of features, and the support team has been very responsive. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Setup is not as easy as it was billed to be. We've also encountered a fair number of bugs, and UI performance is slow at times. Review collected by and hosted on G2.com.

Alyce G.
AG
Machine Learning Engineer
Mid-Market (51-1000 emp.)
"Simple but powerful tool"
What do you like best about Datafold?

1) UI is very intuitive; it took me a few hours to figure out how to use the tool

2) The option to input queries creates a lot of flexibility for data quality monitoring, which is an unsolved problem by other tools

3) Alerting available through anomaly detection & setting bounds, which allows for domain knowledge & automated detection

4) Support team is very responsive to feedback Review collected by and hosted on G2.com.

What do you dislike about Datafold?

No integration with Datadog / Pagerduty yet (alerting only available through email) Review collected by and hosted on G2.com.

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Datafold Features
Data Integration
Metadata
Dasboard visualizations
Data Observability
Testing capabilities
Real-time Analytics
Data quality monitoring
Automation
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