How does Apache Samza compare to competitors?

Lunoo provides objective, AI-powered comparisons. Use the comparison tool to see Apache Samza side-by-side with any alternative.

zoom_in Click to enlarge

Apache Samza

8.0

Very Good

Free Plan

language

description Apache Samza Overview

Apache Samza is a distributed stream processing framework that was originally developed at LinkedIn. It is designed to work closely with Apache Kafka and Apache YARN, providing a robust and scalable way to process streams. Samza is known for its strong state management and ability to handle large-scale data processing tasks. While it has a smaller community than Flink or Spark, it remains a powerful choice for organizations that are already using the Kafka/YARN stack and need a battle-tested solution for stateful stream processing.

recommend Best for: Ideal for enterprises requiring scalable and fault-tolerant real-time data processing solutions.

info Apache Samza Specifications

Api	RESTful APIs for integration with other systems
Platform	Java, Scala
Languages	Java, Scala
Integration	Apache Hadoop ecosystem tools

balance Apache Samza Pros & Cons

thumb_up Pros

check Supports fault-tolerant data processing
check Flexible deployment options
check Integrates well with Apache Hadoop ecosystem tools
check Offers low-latency stream processing

thumb_down Cons

close Steep learning curve for new users
close Limited community support compared to some competitors
close Resource-intensive, may require significant infrastructure investment

help Apache Samza FAQ

What is Apache Samza used for?

Apache Samza is primarily used for stream processing tasks in real-time data applications.

Is Apache Samza free to use?

Yes, Apache Samza is open-source and available under the Apache License 2.0.

Does Apache Samza support multiple programming languages?

Apache Samza supports Java and Scala for stream processing tasks.

What is Apache Samza?

Apache Samza is a distributed stream processing framework that was originally developed at LinkedIn. It is designed to work closely with Apache Kafka and Apache YARN, providing a robust and scalable way to process streams. Samza is known for its strong state management and ability to handle large-scale data processing tasks. While it has a smaller community than Flink or Spark, it remains a powerful choice for organizations that are already using the Kafka/YARN stack and need a battle-tested solution for stateful stream processing.

How good is Apache Samza?

Apache Samza scores 8.0/10 (Very Good) on Lunoo, making it a well-rated option in the Database category. Apache Samza scores 6.5/10 due to its robust stream processing capabilities and integration with the Hadoop ecosystem, but it faces challenges such as...

How much does Apache Samza cost?

Free Plan. Visit the official website for the most up-to-date pricing.

What are the best alternatives to Apache Samza?

See our alternatives page for Apache Samza for a ranked list with scores. Top alternatives include: Apache Kafka Streams, Alation, Amazon Aurora.

What is Apache Samza best for?

Ideal for enterprises requiring scalable and fault-tolerant real-time data processing solutions.

How does Apache Samza compare to Apache Kafka Streams?

See our detailed comparison of Apache Samza vs Apache Kafka Streams with scores, features, and an AI-powered verdict.

Is Apache Samza worth it in 2026?

With a score of 8.0/10, Apache Samza is highly rated in Database. See all Database ranked.

What are the key specifications of Apache Samza?

API: RESTful APIs for integration with other systems
Platform: Java, Scala
Languages: Java, Scala
Integration: Apache Hadoop ecosystem tools

swap_horiz

Looking for Apache Samza alternatives? Compare top competitors ranked & scored

arrow_forward

explore Explore More

emoji_events Best Database Rankings arrow_forward compare Apache Samza vs Apache Flink arrow_forward compare Apache Samza vs Confluent Cloud arrow_forward compare Apache Samza vs Kafka Streams arrow_forward

Similar to Apache Samza

See all arrow_forward

Reviews & Comments

Write a Review

lock

Please sign in to share your review

rate_review

Be the first to review

Share your thoughts with the community and help others make better decisions.

8.0

Very Good

Your Rating Rate now arrow_forward

Why this score

Apache Samza scores 8.0/10 due to its robust stream processing capabilities and integration with the Hadoop ecosystem, but it faces challenges such as a steep learning curve and limited community support.

Agree with this score?