--- title: Unravel Data Reviews meta_title: 'Unravel Data Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 36 reviews by the users' company size, role or industry to find out how Unravel Data works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 36 scale: '5' date_modified: '2026-09-28' parent_category: name: IT Management url: https://www.g2.com/categories/it-management ---

Unravel Data Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the ease of access and user-friendly interface of Unravel Data, enhancing their data analysis experience. (2 mentions)
Users enjoy the easy setup of Unravel Data, finding it intuitive to add AI agents effortlessly. (1 mentions)
Users value the efficiency of Unravel Data, enabling quick data analysis and effective issue diagnosis. (1 mentions)
Users value the clear performance insights from Unravel Data, enabling quick analysis and efficient issue diagnosis. (1 mentions)
Users appreciate the installation ease of Unravel Data, enjoying its user-friendly interface and straightforward AI agent integration. (1 mentions)
Users find limited features in Unravel Data, affecting its usability with large datasets and advanced performance metrics. (2 mentions)
Users find the complex configuration of advanced features challenging, making it difficult to interpret some insights effectively. (1 mentions)
Users find the complex setup for advanced features challenging, often needing extra context for insights interpretation. (1 mentions)
Users find the configuration difficulty of advanced features in Unravel Data frustrating and challenging to manage. (1 mentions)
Users dislike the configuration challenges in Unravel Data, especially when tuning detailed metrics and interpreting insights. (1 mentions)

5 Pros or Advantages of Unravel Data

5 Cons or Disadvantages of Unravel Data

Pradyumn G.
PG
Pradyumn G.
Project Engineer
Enterprise (> 1000 emp.)
"Performance Insights with Managing Data Workloads"
4/5
What do you like best about Unravel Data?

The best thing about Unravel Data application is to provide me a clear performance of insights. This application helps me to quickly analyze the data and then diagnose the issues quickly. It optimizes the data workloads as expected with its simple monitoring. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, few advanced features feel harder to configure. Review collected by and hosted on G2.com.

Dev Saran S.
DS
Dev Saran S.
Science Tutor
Enterprise (> 1000 emp.)
"Effortless Access and Intuitive Interface with Easy AI Agent Integration"
4/5
What do you like best about Unravel Data?

The platform offers ease of access and a user-friendly interface. Adding AI agents is straightforward and simple. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Compared to Qlik Sense, it struggles to manage very large datasets. Review collected by and hosted on G2.com.

Kunal B.
KB
Kunal B.
Senior Growth Marketing Manager
Mid-Market (51-1000 emp.)
"Data Observability and AI insights Simplified, Thank you Unravel Data"
5/5
What do you like best about Unravel Data?

Unravel Data has become my go-to tool to "Unravel" the large chunks of data and useful insights. We were able to ease off our computing loads by migrating metadata and performance data from the BigQuery. Implementing Unravel was straightforward. The setup process was quite easy and our existing data slack was integrated quite easily. It helps us continuously monitor our data pipelines, and have real-time insights every time we need it, throughout the day, 24X7. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

The number of features and options in Unravel were a bit overwhelming, it requires a learning curve to understand and make use of all the capabilities. Review collected by and hosted on G2.com.

Atul A.
AA
Atul A.
Cyber Security Consultant - Cybersecurity & Risk Services
Small-Business (50 or fewer emp.)
"Unravel- optimizing too"
4.5/5
What do you like best about Unravel Data?

Unravel data gives us an easy to understand insight and actionable recommendations about the full stack of data sources. It enables team to Optimize and automatically troubleshoot and control the costs of data pipelines and applications. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

The most negative aspect of this platform is that, the data stack is in bulk and it's complex so due to its complexity it becomes harder to untangle the wires to figure out what went wrong and how we can fix it. Time complexity is there in this. Review collected by and hosted on G2.com.

BT
Brahmaiah T.
Senior Cloud Engineer
Enterprise (> 1000 emp.)
"Excellent Monitoring Tool"
5/5
What do you like best about Unravel Data?

Unravel is an excellent tool that provides more insights on the usage of Azure Databricks and Kubernetes. Based on the recommendations that Unravel provides, we can save cloud costs. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Everything looks good except the cost of the product has increased recently. Review collected by and hosted on G2.com.

Akash T.
AT
Akash T.
Senior Business Technology Analyst
Enterprise (> 1000 emp.)
"Full fledged satisfaction"
4.5/5
What do you like best about Unravel Data?

They helped us in our business intelligence work, where we needed to create data pipelines for our project reports. Unravel Data's support and services helped us sail through our business. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Nothing much, everything has been taken care of. Review collected by and hosted on G2.com.

Sathwick K.
SK
Sathwick K.
Senior Specialist Data and ML/AI Platform
Enterprise (> 1000 emp.)
"Unravel - for Enterprise data observability"
5/5
What do you like best about Unravel Data?

1. Best in-class built algorithms which are capable of handling observability for Enterprise scale products like Databricks, Snowflake and multiple other products.

2. Its ability to handle the vasticity as it never fails to work over with 10's of 1000's of jobs in an enterprise scale organisations on each day.

3. The great team who is entusiatic to work with the techinical people from various organisations and the response time from the team is very quick.

4. Unravel leadership people are down to earth , they are more intrested to listen from the tech people and work towards the goals what custumers are expecting from the product.

5. They are more visionary how the product should evolve in future to meet the needs from customers. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

1. Unravel has to come with SAAS models approach, so that customers can merely take the advantage without going for patch based approach. This will save the efforts from both Unravel and customers and features are quickly embedded to product. Review collected by and hosted on G2.com.

Aditi D.
AD
Aditi D.
Data Engineering Sr. Analyst
Enterprise (> 1000 emp.)
"Very useful and fast-growing tool for better visibility into DataOps and cost savings"
4/5
What do you like best about Unravel Data?

It gives you a very good picture of your Data Platforms, and highlights exactly where you can optimise and might be unnecessarily wasting resources and cost.

It is fast-growing, improving day by day, by bringing many new features which come handy in Data Engineering optimization and cost effectiveness journey. They have a very good support as well.

I would highly recommend this to anyone who wants better visibility into their Data platforms & resources and those who want to optimize and save their DataOps costs. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

As the Data volumes increase day by day, the tool has to scale up and be able to handle the large volumes of data it will be processing, esp. in UI. Review collected by and hosted on G2.com.

Verified User in Semiconductors
AS
Verified User in Semiconductors
Enterprise (> 1000 emp.)
"Partners in the true sense!"
5/5
What do you like best about Unravel Data?

The product that we use is a single plane of glass that provides the information we need, when we need it. It is extremely intuitive and responsive! Unravel Data support team is seemingly always around to help us utilize their product and even troubleshoot issues in our environment or application. When new versions of the product are available, they help us upgrade and fix all issues related to the upgrade in a timely fashion. They are also very responsive in fixing issues with the product. Finally, they are receptive in allowing us to request new features. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

I really don't have anything negative to say about Unravel. I feel the way they support the customer is a template for others to mimic! Review collected by and hosted on G2.com.

Sarath M.
SM
Sarath M.
AVP(Assistant vice president)
Small-Business (50 or fewer emp.)
"Master metric collector and auto recommendations"
5/5
What do you like best about Unravel Data?

Unravel is a great tool in serving the metrics collection and providing achievable recommendations. It has many other great features to leverage. Supports Presto, AWS, S3, and GCP, with great vendor support. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Need more recommendations, sometimes the tool doesn't give accurate recommendations, hope this will be corrected in next releases. Review collected by and hosted on G2.com.