Dremio vs Teradata Data Lab comparison

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Dremio Logo
2,693 views|2,048 comparisons
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481 views|403 comparisons
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Dremio and Teradata Data Lab based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: March 2024).
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Featured Review
Vidyasagar Duvvuri
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Everyone uses Dremio in my company; some use it only for the analytics function.""Dremio enables you to manage changes more effectively than any other data warehouse platform. There are two things that come into play. One is data lineage. If you are looking at data in Dremio, you may want to know the source and what happened to it along the way or how it may have been transformed in the data pipeline to get to the point where you're consuming it.""Dremio allows querying the files I have on my block storage or object storage.""Dremio gives you the ability to create services which do not require additional resources and sterilization.""We primarily use Dremio to create a data framework and a data queue.""The most valuable feature of Dremio is it can sit on top of any other data storage, such as Amazon S3, Azure Data Factory, SGFS, or Hive. The memory competition is good. If you are running any kind of materialized view, you'd be running in memory."

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"It has increased the speed of reporting.""In Data Lab, you can schedule any testing you want to do in production. You can take a small subset of data from production, copy it there, and run all your tests. It reduces your testing costs because it's all in the lab."

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Cons
"Dremio takes a long time to execute large queries or the executing of correlated queries or nested queries. Additionally, the solution could improve if we could read data from the streaming pipelines or if it allowed us to create the ETL pipeline directly on top of it, similar to Snowflake.""They have an automated tool for building SQL queries, so you don't need to know SQL. That interface works, but it could be more efficient in terms of the SQL generated from those things. It's going through some growing pains. There is so much value in tools like these for people with no SQL experience. Over time, Dermio will make these capabilities more accessible to users who aren't database people.""Dremio doesn't support the Delta connector. Dremio writes the IT support for Delta, but the support isn't great. There is definitely room for improvement.""We've faced a challenge with integrating Dremio and Databricks, specifically regarding authentication. It is not shaking hands very easily.""It shows errors sometimes.""I cannot use the recursive common table expression (CTE) in Dremio because the support page says it's currently unsupported."

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"​The initial setup was complex as we had to rewrite a lot of the code.​""​Their level of technical support is adequate. It could be better.​""If I want to implement an upgrade, I'd like to see how it will be different. Ideally, Data Lab should help me test production items and also do future things. Future releases should be downloadable and testable in Data Lab."

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Pricing and Cost Advice
  • "Right now the cluster costs approximately $200,000 per month and is based on the volume of data we have."
  • "Dremio is less costly competitively to Snowflake or any other tool."
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  • "​I would advise others to look into migration and setup as a fixed price and incorporate a SaaS option for other Teradata services​."
  • "​When looking into implementing this product, pricing is the main issue followed by technical expertise​."
  • More Teradata Data Lab Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:Dremio allows querying the files I have on my block storage or object storage.
    Top Answer:Every tool has a value based on its visualization, and the pricing is worth its value.
    Top Answer:Dremio's interface is good, but it has a few limitations. I cannot do a lot of things with ANSI SQL or basic SQL. I cannot use the recursive common table expression (CTE) in Dremio because the support… more »
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    Ranking
    8th
    Views
    2,693
    Comparisons
    2,048
    Reviews
    6
    Average Words per Review
    530
    Rating
    8.7
    Views
    481
    Comparisons
    403
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    Comparisons
    Also Known As
    Data Lab
    Learn More
    Dremio
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    Overview

    Dremio is a data lake query engine tool that creates PDSs and VDSs on top of S3 buckets. It is used for managing simple ad-hoc queries and as a greater layer for ad-hoc queries. The most valuable features of Dremio include its ability to sit on top of any data storage, generate refresh reflections and create visuals, manage changes effectively through data lineage and data providence capabilities, use open-source, and address the problem of data transfer when working with large datasets. The use cases are broad, allowing for high-performance queries from a data lake.

    A Teradata Data Lab lets you explore and examine new ideas by combining new data with existing data so its easy to identify new trends and insight or react to immediate business issues.
    Sample Customers
    UBS, TransUnion, Quantium, Daimler, OVH
    Volvo, Station Casinos, Network Solutions LLC, Telef‹nica de Argentina S.A., Bouygues Telecom
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm31%
    Computer Software Company11%
    Manufacturing Company8%
    Retailer5%
    VISITORS READING REVIEWS
    Financial Services Firm20%
    Healthcare Company10%
    Computer Software Company9%
    Government8%
    Company Size
    VISITORS READING REVIEWS
    Small Business15%
    Midsize Enterprise11%
    Large Enterprise74%
    VISITORS READING REVIEWS
    Small Business13%
    Midsize Enterprise9%
    Large Enterprise78%
    Buyer's Guide
    Data Science Platforms
    March 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: March 2024.
    765,386 professionals have used our research since 2012.

    Dremio is ranked 8th in Data Science Platforms with 6 reviews while Teradata Data Lab is ranked 31st in BI (Business Intelligence) Tools. Dremio is rated 8.6, while Teradata Data Lab is rated 8.6. The top reviewer of Dremio writes "Quick database capabilities but sometimes shows minor errors". On the other hand, the top reviewer of Teradata Data Lab writes "You can schedule any testing you want to do in production". Dremio is most compared with Databricks, Snowflake, Starburst Enterprise, Amazon Redshift and Microsoft Azure Synapse Analytics, whereas Teradata Data Lab is most compared with Databricks, Teradata Vantage, Microsoft Power BI, Tableau and Oracle DataScience.com Platform.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.