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 3.18.0

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 3.18.0
File Size Uploaded
qubx-3.18.0.tar.gz 1.1 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for Qubx 3.18.0
File
qubx-3.18.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
qubx-3.18.0-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-3.18.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
qubx-3.18.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
qubx-3.18.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
qubx-3.18.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details

Total release size: 14.3 MB

Release files / qubx-3.18.0.tar.gz

Download URL qubx-3.18.0.tar.gz
Size 1.1 MB
Tags Source
SHA-256 checksum
How to use checksums
7468029d8db37ec57046bb9b33d4bbf90cbaf4572e5819300a0dcafb011fdb9c
BLAKE2b-256 checksum
How to use checksums
8aa8fe69bf33e18e291d49839aaf0b630f0264a8492e1190b39a49c7ffd7995d
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp313-cp313-win_amd64.whl

Download URL qubx-3.18.0-cp313-cp313-win_amd64.whl
Size 2.2 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
7a68149cb52b1ec08306bf86c2d6d63e83f1234876ef7ddb34057faf60f8a1e9
BLAKE2b-256 checksum
How to use checksums
94f0c546a68f8c02899005eca7db916ec285e863093a121f4376e5f1c95e8feb
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL qubx-3.18.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size 2.4 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
1cb008ddecdf40ed56472cba6e7bb1458288bf4e10dc5b167b6f694dce4050f4
BLAKE2b-256 checksum
How to use checksums
0e4a4ef5140255ebcfd64b28cf00b46c86d16255045ff555495879ae14a774c6
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL qubx-3.18.0-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
6255ed6f18d30d743072539695e1d36a741f1dba972b7017f7b0212cae8aa657
BLAKE2b-256 checksum
How to use checksums
4ddc0e6f3e096b738e24977f3f26d841b47d4db81094c14b53268383144b36ec
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp312-cp312-win_amd64.whl

Download URL qubx-3.18.0-cp312-cp312-win_amd64.whl
Size 2.2 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
4293191a9b96859d2dbf3997e17df54a6bc79fdae94a8251dfc3bdf5efdc609e
BLAKE2b-256 checksum
How to use checksums
3bf42952b662fb330d05d954de6e2821190b7c6ae7d2c65326484e8690e259fc
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL qubx-3.18.0-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
95d17689138d1ed4ad82493d40cb467321a32e60fa22fb89c580d398de9f542f
BLAKE2b-256 checksum
How to use checksums
28095709dfec48177e828c551362dbf34c2f6ab1a8009f06096bf8ebeee711e7
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 22, 2026.

Transparency log

Release files / qubx-3.18.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL qubx-3.18.0-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
cf4422ab6164480f39c54f132f4739814e894423e5d32d07623a975342c90d3c
BLAKE2b-256 checksum
How to use checksums
591cd62b6cbb07cd0164ef18f262fcd3b928a525ecc96ff8368be2871526560a
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 22, 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

This release

3.18.0 This release

7 release files

3.17.2

7 release files

3.17.1

7 release files

3.17.0

7 release files

3.16.0

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