What users are saying about
127 Ratings
127 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 8.7 out of 100
55 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 9 out of 100

Likelihood to Recommend

Apache Spark

The software appears to run more efficiently than other big data tools, such as Hadoop. Given that, Apache Spark is well-suited for querying and trying to make sense of very, very large data sets. The software offers many advanced machine learning and econometrics tools, although these tools are used only partially because very large data sets require too much time when the data sets get too large. The software is not well-suited for projects that are not big data in size. The graphics and analytical output are subpar compared to other tools.
Thomas Young | TrustRadius Reviewer

Teradata Vantage

Teradata is the premier analytic platform. If you need to enable real-time access to multiple terabytes/petabytes of your organization's data to help you make real-time decisions in a way that translates into real dollars in sales and strengthened customer relationships then there is no better choice. Teradata is NOT an OLTP appropriate database and it may not be the best place to process all your data but as far as enabling your Analytic enterprise Teradata is always going to provide the best ROI for medium and large enterprises and now with new cloud integration even small enterprises can have the advantages of Teradata that used to be only available to the larger enterprises.
Anonymous | TrustRadius Reviewer

Pros

Apache Spark

  • Rich APIs for data transformation making for very each to transform and prepare data in a distributed environment without worrying about memory issues
  • Faster in execution times compare to Hadoop and PIG Latin
  • Easy SQL interface to the same data set for people who are comfortable to explore data in a declarative manner
  • Interoperability between SQL and Scala / Python style of munging data
Nitin Pasumarthy | TrustRadius Reviewer

Teradata Vantage

  • Very capable enterprise data warehouse platform leveraging the MPP architecture. One of the leaders in the market in MPP space today
  • High performance data ingestion and query engine
  • Utilities like QueryGrid allows for data federation, BTEC and FastLoad etc allow for high performance data ingestion and processing
  • Ideally being used for ELT type data integration, with push down optimisation where complex logic is processed using the power of Teradata appliance than the ETL server
Anonymous | TrustRadius Reviewer

Cons

Apache Spark

  • Memory management. Very weak on that.
  • PySpark not as robust as scala with spark.
  • spark master HA is needed. Not as HA as it should be.
  • Locality should not be a necessity, but does help improvement. But would prefer no locality
Anson Abraham | TrustRadius Reviewer

Teradata Vantage

  • Expensive (why go with it when you have similar setup thru big data technologies like Hadoop?)
  • No concept of Unstructured Data; everything is inline to what Oracle provides.
Bharadwaj (Brad) Chivukula | TrustRadius Reviewer

Usability

Apache Spark

Apache Spark 8.7
Based on 3 answers
Apache integrates with multiple big data frameworks. It does not exert too much load on the disks. Moreover, it is easy to program and use. It reduces the headache of using different applications separately through its high-level APIs. Big data processing has never been as easy as it is with Apache Spark.
Partha Protim Pegu | TrustRadius Reviewer

Teradata Vantage

No score
No answers yet
No answers on this topic

Support Rating

Apache Spark

Apache Spark 8.3
Based on 6 answers
1. It integrates very well with scala or python.2. It's very easy to understand SQL interoperability.3. Apache is way faster than the other competitive technologies.4. The support from the Apache community is very huge for Spark.5. Execution times are faster as compared to others.6. There are a large number of forums available for Apache Spark.7. The code availability for Apache Spark is simpler and easy to gain access to.8. Many organizations use Apache Spark, so many solutions are available for existing applications.
Yogesh Mhasde | TrustRadius Reviewer

Teradata Vantage

No score
No answers yet
No answers on this topic

Alternatives Considered

Apache Spark

Spark in comparison to similar technologies ends up being a one stop shop. You can achieve so much with this one framework instead of having to stitch and weave multiple technologies from the Hadoop stack, all while getting incredibility performance, minimal boilerplate, and getting the ability to write your application in the language of your choosing.
Anonymous | TrustRadius Reviewer

Teradata Vantage

Teradata is the leader in Data Warehousing bar none based on independent experts like Gartner and our experience aligns with this.
Anonymous | TrustRadius Reviewer

Return on Investment

Apache Spark

  • It has had a very positive impact, as it helps reduce the data processing time and thus helps us achieve our goals much faster.
  • Being easy to use, it allows us to adapt to the tool much faster than with others, which in turn allows us to access various data sources such as Hadoop, Apache Mesos, Kubernetes, independently or in the cloud. This makes it very useful.
  • It was very easy for me to use Apache Spark and learn it since I come from a background of Java and SQL, and it shares those basic principles and uses a very similar logic.
Carla Borges | TrustRadius Reviewer

Teradata Vantage

  • Excellent performance on reports
  • We were able to report on all the different large amounts of data across departments with the help of Teradata Enterprise Data Warehousing
Hemant Prabhakar Patil | TrustRadius Reviewer

Pricing Details

Apache Spark

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Teradata Vantage

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Add comparison