fastmath

A collection of mathematical and statistical functions wrapping JVM libraries.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is fastmath?

Fastmath provides a suite of mathematical and statistical computing functions by leveraging various JVM libraries, making it an efficient tool for developers working with numerical computations in Java-based environments.

Key differentiator

Fastmath stands out as an efficient, open-source library that provides direct access to JVM libraries for mathematical and statistical computing, making it ideal for developers who need high-performance numerical functions without the complexity of external dependencies.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Wraps several JVM libraries for mathematical and statistical computing.medium

Efficient numerical computation functions.medium

Open-source under MIT license.medium

↓ Weaknesses

Limited language support beyond Javahigh

Fastmath is primarily designed for the JVM, limiting its utility in non-Java environments.

Performance overhead due to JVM abstractionmedium

While efficient, the JVM's abstraction layer can introduce performance overhead compared to native code solutions.

Small community and limited third-party integrationshigh

The open-source nature of Fastmath is mitigated by a relatively small developer community and fewer third-party tools integrating with it.

Fit analysis

Who is it for?

✓ Best for

Java developers needing efficient mathematical and statistical functions for their applications.

Projects that require leveraging JVM libraries for numerical computations without the overhead of external dependencies.

✕ Not a fit for

Developers looking for a comprehensive machine learning framework with built-in models.

Teams requiring real-time streaming analytics capabilities.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with fastmath

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →