What are the key differences between AWS Glue and Apache Spark?

Compare AWS Glue and Apache Spark side by side on Lunoo to see detailed feature differences, AI scores, and expert analysis.

How are AWS Glue and Apache Spark scored?

AWS Glue has an AI score of 8.5/10 and Apache Spark has an AI score of 9.2/10. Scores are based on category fit, feature coverage, pricing signals, public reception, and recency.

AWS Glue vs Apache Spark 2026 — Compared

AWS Glue

Apache Spark

WINNER Apache Spark

Apache Spark edges ahead with a score of 9.2/10 compared to 8.5/10 for AWS Glue. While both are highly rated in their re...

AWS Glue

8.5 Very Good

Aw Get AWS Glue open_in_new

emoji_events WINNER

Apache Spark

9.2 Excellent

Data Analysis Get Apache Spark open_in_new

AWS Glue Pricing not available

payments

Apache Spark Free plan available

psychology AI Verdict

Apache Spark edges ahead with a score of 9.2/10 compared to 8.5/10 for AWS Glue. While both are highly rated in their respective fields, Apache Spark demonstrates a slight advantage in our AI ranking criteria. A detailed AI-powered analysis is being prepared for this comparison.

emoji_events Winner: Apache Spark

verified Confidence: Low

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description Overview

AWS Glue

AWS Glue is a fully managed ETL (extract, transform, load) service that simplifies data integration and preparation. It provides a data catalog, code generation, and scheduling capabilities. Glue is essential for building data lakes and enabling data-driven decision-making. Its serverless nature reduces operational overhead.

Apache Spark

Apache Spark is the industry standard for large-scale data processing. While it is a general-purpose engine, its SQL module (Spark SQL) is a powerful query engine capable of handling petabyte-scale datasets. Spark is designed for distributed computing, making it the primary choice for heavy ETL pipelines and complex batch analytics. Its ability to integrate with various data sources and its massiv...