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Top 23 Python Backtesting Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Project mention: 7 Best Open-Source Crypto Trading Bots 2025 (Ranked & Reviewed) | dev.to | 2025-03-19
Hummingbot is great for traders who want to provide liquidity and profit from bid-ask spreads. It’s highly customizable and supports advanced trading strategies.
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21 -
vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21 -
Project mention: 7 Best Open-Source Crypto Trading Bots 2025 (Ranked & Reviewed) | dev.to | 2025-03-19
Octobot is a solid choice if you want an automated bot that’s easy to set up. It offers a simple UI and can run trading strategies without much manual intervention.
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SaaSHub
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Empyrial
AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
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algo-trader
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
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basana
A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.
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Binance-Futures-Trading-Bot
A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.
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qf-lib
Modular Python library that provides an advanced event driven backtester and a set of high quality tools for quantitative finance. Integrated with various data vendors and brokers, supports Crypto, Stocks and Futures.
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gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
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investing-algorithm-framework
Framework for developing, backtesting, and deploying automated trading algorithms and trading bots.
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SaaSHub
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Backtesting discussion
Python Backtesting related posts
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Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples
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pybroker: NEW Other Models - star count:1362.0
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pybroker: NEW Other Models - star count:1362.0
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pybroker: NEW Other Models - star count:1362.0
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pybroker: NEW Other Models - star count:1362.0
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pybroker: NEW Other Models - star count:1362.0
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pybroker: NEW Other Models - star count:1362.0
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A note from our sponsor - SaaSHub
www.saashub.com | 17 May 2025
Index
What are some of the best open-source Backtesting projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | backtrader | 17,145 |
| 2 | hummingbot | 12,589 |
| 3 | stock | 8,875 |
| 4 | backtesting.py | 6,473 |
| 5 | vectorbt | 5,197 |
| 6 | OctoBot | 4,035 |
| 7 | zvt | 3,567 |
| 8 | pybroker | 2,557 |
| 9 | pycryptobot | 2,026 |
| 10 | AlphaPy | 1,506 |
| 11 | optopsy | 1,111 |
| 12 | lumibot | 1,024 |
| 13 | Empyrial | 997 |
| 14 | algo-trader | 827 |
| 15 | basana | 720 |
| 16 | Binance-Futures-Trading-Bot | 607 |
| 17 | qf-lib | 584 |
| 18 | gym-mtsim | 474 |
| 19 | fast-trade | 453 |
| 20 | investing-algorithm-framework | 431 |
| 21 | OptionSuite | 257 |
| 22 | TSCV | 254 |
| 23 | TAcharts | 155 |
Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com