Skip to main content

Qubx - Quantitative Trading Framework

CI

⠀⠀⡰⡖⠒⠒⢒⢦⠀⠀
⠀⢠⠃⠈⢆⣀⣎⣀⣱⡀  QUBX | Quantitative Backtesting Environment
⠀⢳⠒⠒⡞⠚⡄⠀⡰⠁         (c) 2026, by xLydian
⠀⠀⠱⣜⣀⣀⣈⣦⠃⠀⠀⠀

Qubx is a next-generation quantitative trading framework designed for efficient backtesting and live trading. Built with Python, it offers a robust environment for developing, testing, and deploying trading strategies.

Qubx is under active development. We are continuously improving the framework and will update our documentation in the coming days/weeks. This will include comprehensive end-to-end examples for running simulations and live trading.

Supported Data Types

Qubx supports a wide range of market data:

  • OHLC (candlestick data)
  • L2 Orderbook
  • Liquidations
  • Funding rates
  • And more...

Quick Start

1. Install Dependencies

just install

2. Create a Strategy

# Create a simple strategy template (default)
uv run qubx init

# Or specify a name and symbols
uv run qubx init --name my_strategy --symbols BTCUSDT,ETHUSDT

3. Run Your Strategy

cd my_strategy

# Run in paper trading mode
uv run qubx run config.yml --paper

# Or run in Jupyter mode for interactive development
./jpaper.sh

Available Templates

# List available strategy templates
uv run qubx init --list-templates

# Create strategy with full project structure and MACD example
uv run qubx init --template project --name my_project

Strategy Development Workflow

  1. Initialize: uv run qubx init - Create strategy from template
  2. Develop: Edit strategy.py to implement your trading logic
  3. Test: uv run qubx run config.yml --paper - Run in paper mode
  4. Debug: ./jpaper.sh - Use Jupyter for interactive development
  5. Deploy: Configure for live trading when ready

Features

  • High-performance backtesting engine
  • Live trading support
  • Advanced data analysis tools
  • Integration with multiple exchanges
  • Comprehensive strategy development toolkit
  • Detailed performance analytics

Documentation

For detailed documentation, visit Qubx Documentation

Prerequisites

To build and run Qubx, you need:

  • Python 3.11 or higher
  • C/C++ compiler for Cython compilation
  • uv for dependency management

Installation

Using pip

pip install qubx

Development Setup

  1. Clone the repository
  2. Install dependencies using uv:
uv sync --all-extras

Example trading strategies can be found in the examples/ directory.

CLI Usage

Qubx comes with a command-line interface that provides several useful commands:

qubx --help  # Show all available commands

Available commands:

  • qubx init - Create a new strategy from template
  • qubx run - Start a strategy with given configuration
  • qubx simulate - Run strategy simulation
  • qubx ls - List all strategies in a directory
  • qubx release - Package a strategy into a zip file
  • qubx deploy - Deploy a strategy from a zip file
  • qubx browse - Browse backtest results using interactive TUI

Development

Running Tests

Run the test suite:

just test

Additional Commands

  • Check code style: just style-check
  • Build package: just build
  • Run verbose tests: just test-verbose

In Production

Qubx powers the AllegedAlpha public pool on Lighter. Public pools allow users to deposit funds from their blockchain wallet into a smart contract. The pool operator manages the trading strategy, and a performance fee is taken from profits (X: @allegedalpha).

About xLydian

Qubx is developed by xLydian.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.

Metadata

Release files for Qubx 3.16.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for Qubx 3.16.0
File Size Uploaded
qubx-3.16.0.tar.gz 1.0 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for Qubx 3.16.0
File
qubx-3.16.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
qubx-3.16.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
qubx-3.16.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
qubx-3.16.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
qubx-3.16.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
qubx-3.16.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details

Total release size: 14.2 MB

Release files / qubx-3.16.0.tar.gz

Download URL qubx-3.16.0.tar.gz
Size 1.0 MB
Tags Source
SHA-256 checksum
How to use checksums
cf04bed35f331ec1ca449e101636486c753a3adf8641d6b4547d3c5f9c39a8c0
BLAKE2b-256 checksum
How to use checksums
2c74958c4590fbc0bb4f26ee8ec3667836fe4cef87ac8be7c84c3411167e10c4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp313-cp313-win_amd64.whl

Download URL qubx-3.16.0-cp313-cp313-win_amd64.whl
Size 2.2 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
915caee74bc3de3aa432d7f266d44e12f02a19537b834f8ab5d66b7f35bd7909
BLAKE2b-256 checksum
How to use checksums
4d1db2788e2cc096ef3ccd729f927b0502fff69b88f5af8ed4f5590408096e4c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL qubx-3.16.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size 2.3 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
111677d54157d565729a0e15885a85bcd5f670f7b63086ba39c7cf6c9b10a526
BLAKE2b-256 checksum
How to use checksums
b31f1a4aa3f3967bbf53aaf0473ce113807fca7a8e43594bab7cb617ef9b81ba
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL qubx-3.16.0-cp313-cp313-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
f2c74cae140dddd197b321c35a442db8230d8cf3f19ea06699810d63877dd1e5
BLAKE2b-256 checksum
How to use checksums
06fb60a76825d071ed9cd0fb582fc30391a95eed403b59e97a6897ddadc6b12c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp312-cp312-win_amd64.whl

Download URL qubx-3.16.0-cp312-cp312-win_amd64.whl
Size 2.2 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
ca918584e0617c27d999c658f50248eb8b16ce099d852b6c2e7caceca072255c
BLAKE2b-256 checksum
How to use checksums
a0548637a4662cbc8c797b02affaf5700f1bea233214c91bd9686170e6b9e88e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL qubx-3.16.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size 2.4 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
4cbfca535ad2cee58bd502d489fb3c90b413f2a5d456e9b1e16e7fb8a59f6369
BLAKE2b-256 checksum
How to use checksums
3606ef3dffd7b47619ee7580928126c9d9980010923b5c256ae65283b1893aee
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release files / qubx-3.16.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL qubx-3.16.0-cp312-cp312-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
e4f67b86ca181ed6d4abb974d47b5a41f00b818d44c130eb406571dabf2262a1
BLAKE2b-256 checksum
How to use checksums
adcd070ed0439e7fc3d8a5f4c5408f4390a7c7bb53530143ffc116ac8116167d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 16, 2026.

Transparency log

Release history Release notifications | RSS feed

4.2.1

7 release files

4.2.0

7 release files

4.1.1

7 release files

4.1.0

7 release files

4.0.1

7 release files

4.0.0

7 release files

3.22.1

7 release files

3.22.0

7 release files

3.21.0

7 release files

3.20.0

7 release files

3.19.2

7 release files

3.19.1

7 release files

3.19.0

7 release files

3.18.0

7 release files

3.17.2

7 release files

3.17.1

7 release files

3.17.0

7 release files

This release

3.16.0 This release

7 release files

3.15.0

7 release files

3.14.1

7 release files

3.14.0

7 release files

3.9.0

7 release files

3.8.0

7 release files

3.7.0

7 release files

3.6.1

7 release files

3.6.0

7 release files

3.5.6

7 release files

3.5.5

7 release files

3.5.4

7 release files

3.5.3

7 release files

3.5.2

7 release files

3.5.1

7 release files

3.5.0

7 release files

3.4.0

7 release files

3.3.1

7 release files

3.3.0

7 release files

3.2.2

7 release files

3.2.1

7 release files

3.2.0

7 release files

3.1.0

7 release files

3.0.0

7 release files

2.0.2

7 release files

2.0.1

7 release files

2.0.0

7 release files

1.13.8

7 release files

1.13.7

7 release files

1.13.6

7 release files

1.13.5

7 release files

1.13.4

7 release files

1.13.3

7 release files

1.13.2

7 release files

1.13.1

7 release files

1.13.0

7 release files

1.12.0

7 release files

1.11.9

7 release files

1.11.8

7 release files

1.11.7

7 release files

1.11.6

7 release files

1.10.0

7 release files

1.9.5

7 release files

1.9.4

7 release files

1.9.3

7 release files

1.9.2

7 release files

1.9.1

7 release files

1.9.0

7 release files

1.8.1

7 release files

1.8.0

7 release files

1.7.0

7 release files

1.6.0

7 release files

1.5.1

7 release files

1.5.0

7 release files

1.4.5

7 release files

1.4.4

7 release files

1.4.3

7 release files

1.4.2

7 release files

1.4.1

7 release files

1.4.0

7 release files

1.3.6

7 release files

1.3.5

7 release files

1.3.4

7 release files

1.3.3

7 release files

1.3.2

7 release files

1.3.1

7 release files

1.3.0

7 release files

1.2.2

7 release files

1.2.1

7 release files

1.2.0

7 release files

1.1.2

7 release files

1.1.1

7 release files

1.1.0

7 release files

1.0.5

7 release files

1.0.3

7 release files

1.0.1

7 release files

0.7.38

2 release files

0.7.37

2 release files

0.7.36

2 release files

0.7.35

2 release files

0.7.34

2 release files

0.7.33

2 release files

0.7.32

2 release files

0.7.31

2 release files

0.7.27

2 release files

0.7.26

2 release files

0.7.25

2 release files

0.7.24

2 release files

0.7.23

2 release files

0.7.22

2 release files

0.7.13

2 release files

0.7.12

2 release files

0.7.9

2 release files

0.7.8

2 release files

0.7.7

2 release files

0.7.6

2 release files

0.7.5

2 release files

0.7.4

2 release files

0.7.3

2 release files

0.6.95

2 release files

0.6.94

2 release files

0.6.93

2 release files

0.6.85

2 release files

0.6.84

2 release files

0.6.78

2 release files

0.6.73

2 release files

0.6.68

2 release files

0.6.67

2 release files

0.6.66

2 release files

0.6.65

2 release files

0.6.64

2 release files

0.6.61

2 release files

0.6.60

2 release files

0.6.59

2 release files

0.6.58

2 release files

0.6.57

2 release files

0.6.56

2 release files

0.6.47

2 release files

0.6.44

2 release files

0.6.43

2 release files

0.6.42

2 release files

0.6.40

2 release files

0.6.38

2 release files

0.6.37

2 release files

0.6.36

2 release files

0.6.35

2 release files

0.6.32

2 release files

0.6.31

2 release files

0.6.30

2 release files

0.6.29

2 release files

0.6.27

2 release files

0.6.23

2 release files

0.6.21

2 release files

0.6.20

2 release files

0.6.19

2 release files

0.6.18

2 release files

0.6.17

2 release files

0.6.16

2 release files

0.6.14

2 release files

0.6.13

2 release files

0.6.12

2 release files

0.6.11

2 release files

0.6.10

2 release files

0.6.9

2 release files

0.6.8

2 release files

0.6.7

2 release files

0.6.6

2 release files

0.6.4

2 release files

0.6.3

2 release files

0.6.1

2 release files

0.6.0

2 release files

0.5.8

2 release files

0.5.7

2 release files

0.5.6

2 release files

0.5.5

2 release files

0.5.3

2 release files

0.5.1

2 release files

0.5.0

2 release files

0.4.3

2 release files

0.4.2

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.82

2 release files

0.2.81

2 release files

0.2.80

2 release files

0.2.79

2 release files

0.2.78

2 release files

0.2.77

2 release files

0.2.76

2 release files

0.2.75

2 release files

0.2.74

2 release files

0.2.73

2 release files

0.2.72

2 release files

0.2.65

2 release files

0.2.64

2 release files

0.2.63

2 release files

0.2.62

2 release files

0.2.61

2 release files

0.2.6

2 release files

0.2.5

2 release files

0.2.4

2 release files

0.2.2

2 release files

0.1.90

2 release files

0.1.89

2 release files

0.1.88

2 release files

0.1.87

2 release files

0.1.86

2 release files

0.1.85

2 release files

0.1.84

2 release files

0.1.83

2 release files

0.1.82

2 release files

0.1.81

2 release files

0.1.8

2 release files

0.1.7

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.0

2 release files

0.0.1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page