ScalaNLP vs Breeze

Side-by-side — pricing, strengths, tradeoffs, and fit.

ScalaNLP

Suite of machine learning and numerical computing libraries for Scala.

Breeze

Numerical processing library for Scala with Apache-2.0 license.

At a glance

Open SourceFree Tier
◌ Declining·From $0
Open SourceFree Tier
◌ Declining·From $0

Overview

One-liner

Suite of machine learning and numerical computing libraries for Scala.

One-liner

Numerical processing library for Scala with Apache-2.0 license.

Maturity

Declining

Maturity

Declining

Open source

✓ Yes

Open source

✓ Yes

Pricing

Free tier

✓ Available

Open source — free to use

Free tier

✓ Available

Open source — free to use

Starts at

$0

Starts at

$0

Model

Flat rate

Model

Flat rate

Enterprise

✕ None

Enterprise

✕ None

Best for

✓ Best for

Scala developers who need a robust set of ML and numerical computing libraries
Projects requiring high performance and scalability in machine learning tasks
Applications that benefit from tight integration with the Scala ecosystem

✓ Best for

Scala developers working on numerical computation-heavy projects
Research teams needing robust linear algebra support in their applications

Not ideal for

✕ Not for

Developers looking for cloud-based managed services
Teams preferring Python or other languages over Scala

✕ Not for

Projects requiring real-time data processing and analysis
Applications that require extensive GPU acceleration for computations

Strengths

↑ Strengths

Comprehensive suite of machine learning libraries
Support for numerical computing tasks
Integration with Scala ecosystem

↑ Strengths

Support for linear algebra operations
Numerical optimization algorithms
Random number generation utilities

Weaknesses

↓ Weaknesses

Limited community and support
Performance issues with large datasets
Limited language support beyond Scala
Complex setup and configuration

↓ Weaknesses

Limited language support, only available in Scala
Small community and limited third-party integrations
Performance may not match specialized libraries for specific tasks
Full ScalaNLP profile →Full Breeze profile →