WarMAC is a command-line Python script that can calculate the average market price of items in Warframe.

WarMAC compiles orders from the fan website https://warframe.market/ and can be used to find the average prices of prime parts, tradeable parts, relics, mods, and arcane enhancements.

Features

• 🎮Target PC, PlayStation, XBOX, or Nintendo Switch platforms.
• 📈Calculate the median, mean, mode, harmonic mean, or geometric means of items.
• 🕜Restrict orders to specific time ranges.
• 💰Utilize either seller or buyer orders.
• ⛏️Find averages for intact or radiant relics.
• ✨Find averages for unranked or max-ranked mods and arcane enhancements.

Table of Contents

• Installation
• Usage
• Documentation
• Contributing
• Acknowledgements
• Licensing

Installation

WarMAC supports Python versions 3.11 to 3.14.

The primary method of installing WarMAC is by installing it through uv, though pipx may be used as well. This keeps WarMAC and its dependencies separate from your global Python packages. Installation can be done using one of the following commands:

Using uv (or uvx)

The most basic method of installation is by installing as a uv tool like so:

uv tool install warmac

You can ensure that you've installed WarMAC correctly by calling its help page like so:

warmac --version

Using pipx

An alternative to installing with uv is pipx:

pipx install warmac

You can ensure that you've installed WarMAC correctly by calling its help page like so:

warmac --version

Using pip

Using pip alone to install WarMAC will work just as well, though dependencies will not be isolated. Installation can be done using the following command:

If you're getting an error that python is not recognized as a command, try using the following instead:
python3 -m pip install warmac

You can ensure that you've installed WarMAC correctly by calling its help page like so:

warmac --version

Usage

General Usage

Full usage instructions as well as examples can be found in the official documentation.

WarMAC has a variety of commands for users to select from. Each command has its own unique options and arguments. Wherever possible, options that perform similar functions for different commands will share the same name.

Every WarMAC command is preceded by warmac. The general help section of the program can be viewed by running warmac --help.

To view a specific command's usage from the command line, simply run: warmac <command> --help

To view the usage for the average command, users should run: warmac average --help

Handling WarMAC Output

WarMAC accepts outgoing pipes just like any other tool:

$ warmac average -p=ps4 -t=5 -d "bite" | grep "Max Price"
Max Price:             65 platinum

WarMAC output can also be redirected to a file:

$ warmac average -p PC -t 2 -d "vengeful revenant" > warmacOut.txt
$ cat warmacOut.txt
Item:                  Vengeful Revenant
Time Range:            2 days
Median Price:          5.0 platinum
Max Price:             30 platinum
Min Price:             4 platinum
Number of Orders:      38 orders

Examples

Calculating the median price of the mod "Primed Continuity" on PS4. Note that the median is calculated as it's the default.

warmac average -p ps4 "primed continuity"

Calculating the mode price of the mod "Bite" when it's at max rank on PC. Note that the PC price is calculated as it's the default.

warmac average -s mode -m bite

Documentation

Full documentation for installation, usage, and contribution guidelines can be found on WarMAC's readthedocs page.

Contributing

Contributions are welcome. Please use the provided pre-commit hooks.

WarMAC is built using uv. Please use the provided uv.lock file.

To obtain the source code, you can clone the repository using git with the following command:

git clone https://github.com/Eutropios/WarMAC.git ./some/directory

WarMAC can then be built by navigating to the directory you cloned WarMAC into, and running the uv build and uv install commands.

Testing

Tests must be run before submitting a PR. Please use the provided test dependency group.

Acknowledgements

This project uses the tools listed in .pre-commit-config.yaml and pyproject.toml in its development.

Licensing

This project is NOT affiliated with Warframe, Digital Extremes, or Warframe Market

Copyright (C) 2023-2026 Noah Jenner under GNU GPL version 3.0-or-later

The full details of the license can be found at LICENSE.txt For licensing regarding any dependencies, please see `LICENSES/

Authors

WarMAC is authored by:

• @eutropios