The Best Quant Tools in 2026
We researched quant tools using vendors’ official websites, including pricing pages, plan tables and product documentation. Rankings focus on the category’s core job, value for money and verified features, helping buyers compare research, backtesting and trading capabilities across quant tools.
Our top picks
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Top ranked
QuantConnect#1 of 189.3/10A multi-asset research and trading workflow with backtesting, paper trading, and live deployment.
Free plan
-
Runner-up
ProRealTime#2 of 189.0/10Multi-platform charting, backtesting and automated trading through broker partners.
Free plan
-
Top-ranked free plan
Backtrader#3 of 188.8/10A free, open-source Python framework for strategy research and broker-connected trading.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 18 tools, best first
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Best forEnd-to-end multi-asset quant research and trading
A multi-asset research and trading workflow with backtesting, paper trading, and live deployment.
- Live trade execution
- Paper trading
- Strategy backtesting
9.3/10★★★★★Visit QuantConnect -
Best forMulti-platform charting and automated trading
Multi-platform charting, backtesting and automated trading through broker partners.
- Live trade execution
- Paper trading
- Strategy backtesting
9.0/10★★★★☆Visit ProRealTime -
Best forDevelopers backtesting strategies in Python
A free, open-source Python framework for strategy research and broker-connected trading.
- Live trade execution
- Strategy backtesting
- Historical data access
8.8/10★★★★☆Visit Backtrader -
Best forFutures traders who want to simulate and backtest
A futures-focused brokerage and trading platform with charting, backtesting and simulated trading.
- Paper trading
Free plan · 14-day trial Our NinjaTrader verdict → Visit NinjaTraderFor vendors Sponsor this spot · #4 · $69/mo →8.7/10★★★★☆Visit NinjaTrader -
Best forNo-code strategy creation for stocks and ETFs
A visual, no-code strategy builder with backtesting and automated trading for stocks and ETFs.
- Live trade execution
- Paper trading
- Strategy backtesting
8.6/10★★★★☆Visit Composer -
Best forInvestors building factor-based stock systems
A web-based toolkit for ranking, screening, backtesting, and trading stock strategies.
- Live trade execution
- Strategy backtesting
- Historical data access
8.5/10★★★★☆Visit Portfolio123 -
Best forMachine-learning quantitative research
A flexible Python toolkit for researching and backtesting stock strategies, run on your own infrastructure.
- Strategy backtesting
- Historical data access
8.4/10★★★★☆Visit Qlib -
Best forPortfolio analytics and allocation research
A web-based toolkit for portfolio backtesting, risk analysis, and allocation research.
8.3/10★★★★☆Visit site -
Best forOptions strategy backtesting
A Windows-focused options tool for historical backtests, position tracking, and broker orders.
- Live trade execution
- Strategy backtesting
- Historical data access
8.2/10★★★★☆Visit site -
Best forEnterprise buy-side portfolio operations
A broad enterprise system for portfolio operations, trading, compliance and post-trade workflows.
8.1/10★★★★☆Visit Bloomberg AIM -
Best forC# strategy research and trading
A Windows desktop suite for C# strategy research, testing and trading.
- Live trade execution
- Paper trading
- Strategy backtesting
8.0/10★★★★☆Visit Wealth-Lab -
Best forMarket-profile and paper-trading workflows
A desktop platform for chart analysis, Market Profile, backtesting, simulation and live trading.
- Live trade execution
- Paper trading
- Strategy backtesting
7.9/10★★★★☆Visit Linn Software -
Best forR-based multi-asset strategy research
A free R framework for researching signal strategies across multi-asset portfolios.
- Strategy backtesting
- Historical data access
7.8/10★★★★☆Visit quantstrat -
Best forPortfolio optimization workflows in Python
A free, open-source Python library for building and analyzing portfolio allocations.
7.7/10★★★★☆Visit PyPortfolioOpt -
Best forDesktop charting and order execution
A Windows platform for configurable market charts, market depth and order execution.
- Paper trading
7.6/10★★★★☆Visit Sierra Chart -
Best forLightweight Python backtesting
A local Python library for composing and comparing historical portfolio backtests.
- Strategy backtesting
- Historical data access
7.5/10★★★★☆Visit bt -
Best forBroker-connected FX/CFD trading
A free broker-connected FX/CFD terminal with charting and multi-device access.
- Paper trading
7.4/10★★★★☆Visit cTrader -
Best forDevelopers building financial models
A free modeling library for quantitative finance, not a trading or backtesting platform.
7.3/10★★★★☆Visit QuantLib
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Strategy backtesting | Live trade execution | Paper trading | Asset classes | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | QuantConnect | Yes | Yes | Yes | Yes | Multi-asset | 9.3 | |
| 2 | ProRealTime | Yes | Yes | Yes | Yes | Multi-asset | 9.0 | |
| 3 | Backtrader | Yes | Free | Yes | Yes | Multi-asset | 8.8 | |
| 4 | NinjaTrader | Yes | Yes | 8.7 | ||||
| 5 | Composer | Yes | $10/mo | Yes | Yes | Yes | Stocks | 8.6 |
| 6 | Portfolio123 | Yes | Yes | Yes | Stocks | 8.5 | ||
| 7 | Qlib | Yes | Free | Yes | Stocks | 8.4 | ||
| 8 | Portfolio Visualizer | Yes | $30/mo | 8.3 | ||||
| 9 | OptionNet Explorer | No | £165/mo | Yes | Yes | Stocks | 8.2 | |
| 10 | Bloomberg AIM | 8.1 | ||||||
| 11 | Wealth-Lab | Yes | Yes | Yes | Multi-asset | 8.0 | ||
| 12 | Investor/RT | Yes | Yes | Yes | Multi-asset | 7.9 | ||
| 13 | quantstrat | Yes | Free | Yes | No | Multi-asset | 7.8 | |
| 14 | PyPortfolioOpt | Yes | Free | No | No | No | Stocks | 7.7 |
| 15 | Sierra Chart | No | Yes | 7.6 | ||||
| 16 | bt | Yes | Free | Yes | No | No | 7.5 | |
| 17 | cTrader | Yes | Free | Yes | 7.4 | |||
| 18 | QuantLib | Yes | Free | No | No | No | 7.3 |
Head-to-head All 28 comparisons →
- QuantConnect vs ProRealTime
- QuantConnect vs Backtrader
- QuantConnect vs NinjaTrader
- QuantConnect vs Composer
- QuantConnect vs Portfolio123
- QuantConnect vs Qlib
- QuantConnect vs Portfolio Visualizer
- ProRealTime vs Backtrader
- ProRealTime vs NinjaTrader
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How we rank quant tools
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update