GPU & Compute

fastmath

A collection of mathematical and statistical functions wrapping JVM libraries.

Status
Generally available
Last checked
Checked · Oct 16, 2026
License
Open source
Pricing
Free tier · from $0

What it is

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.

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.

When it fits — and when it doesn’t

A good fit 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.

Look elsewhere if

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

  • Teams requiring real-time streaming analytics capabilities.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support beyond Java

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

  2. 02

    Performance overhead due to JVM abstraction

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

  3. 03

    Small community and limited third-party integrations

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

What it does well

  • Wraps several JVM libraries for mathematical and statistical computing.

  • Efficient numerical computation functions.

  • Open-source under MIT license.

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up fastmath

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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