Best Scala

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Best 1 Gatling
Gatling
Free Plan Available

Gatling is a powerful, open-source load testing tool built on Scala, offering a code-based approach to test creation. Its architecture is designed for high performance and scalability, allowing it to...

9.4 Excellent
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2 Mill
Mill

Mill is a modern build tool for Scala, designed to be faster and simpler than SBT. It uses a clean, imperative configuration style that is much easier to understand and maintain. Mill focuses on perfo...

8.4 Very Good
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3 SBT
SBT

SBT (Scala Build Tool) is the standard build tool for the Scala ecosystem. It is built on top of the JVM and uses a powerful, functional DSL for configuration. SBT is highly capable, supporting increm...

8.0 Very Good
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4 Akka Streams
Akka Streams

Akka Streams is a library for building reactive stream processing applications on the JVM. It is based on the Reactive Streams specification, providing a way to handle backpressure and asynchronous da...

8.0 Very Good
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5 Play Framework
Play Framework

Play Framework is a high-velocity web framework for Scala and Java. Its built on the Akka toolkit, enabling non-blocking I/O and reactive programming. Play is well-suited for building scalable and rea...

6.8 Fair
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6 Apache Spark Streaming
Apache Spark Streaming
Free Plan Available

Apache Spark Streaming, specifically Structured Streaming, is a micro-batch processing engine built on top of the Spark SQL engine. It provides a unified API for both batch and stream processing, allo...

6.1 Fair
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