VOL. XCIV, NO. 247
★ BEST INVESTING TOOLS COMPARISON ★
NO ADVICE
Monday, January 5, 2026
Tool Comparison
QuantRocket vs Reflexivity comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Comparison highlights
- Tool score: the chart below shows community vote sentiment over the last 8 weeks. Use it as a signal, not a verdict.
- Overlap: both cover Screeners, Quant, and Backtesting and 1 other categories.
- Coverage tilt: QuantRocket has 4 categories you won't get in Reflexivity; Reflexivity has 10 unique categories.
- Pricing: QuantRocket is Free, Subscription; Reflexivity is Subscription.
Category leaders
- Screeners: not enough category votes yet to call a leader.
- Portfolio: Reflexivity is tagged for this workflow; QuantRocket has no category votes yet.
- News: Reflexivity is tagged for this workflow; QuantRocket has no category votes yet.
Vote sentiment comparison
Cumulative positive vote share. Loading fresh totals...
Side-by-side metrics
| Attribute | QuantRocket | Reflexivity |
|---|---|---|
Asset types Supported asset classes and universes | Stocks, ETFs, Futures, Currencies, Options | Stocks, ETFs, Bonds, Commodities, Currencies |
Experience levels Who each product is built for | Beginner, Intermediate, Advanced | Intermediate, Advanced |
Platforms Where you can access the product | Web, API | Web, API |
Pricing High-level pricing models | Free, Subscription | Subscription |
Tested Verified by hands-on testing inside Find My Moat | Not yet | Not yet |
Editor pick Featured inside curated shortlists | Standard listing | Standard listing |
Coverage overlap
Shared categories
Categories where both tools offer overlapping coverage.
QuantRocket strengths
Categories covered by QuantRocket but not Reflexivity.
Reflexivity strengths
Categories covered by Reflexivity but not QuantRocket.
Frequently Asked Questions
Which workflows do QuantRocket and Reflexivity both support?
Both platforms cover Screeners, Quant, Backtesting, and Data APIs workflows, so you can research those use cases in either tool before digging into the feature differences below.
Which tool offers a free plan?
QuantRocket offers a free entry point, while Reflexivity requires a paid subscription. Review the pricing table to see how the paid tiers compare.
How can you access QuantRocket and Reflexivity?
Both QuantRocket and Reflexivity prioritize web or desktop access. Investors wanting a mobile-first workflow may need to rely on responsive web views.
What unique strengths set the two platforms apart?
QuantRocket differentiates itself with Includes survivorship-bias-free US minute-bar data (from 2007 onward) for Zipline backtests and live trading, with optional real-time feeds from brokers like IBKR and Alpaca., Supports point-in-time screening and ranking pipelines, and integrates with Alphalens and Pyfolio for in-notebook analysis inside Jupyter., and Global coverage through Interactive Brokers’ historical and real-time data across 60+ exchanges, plus optional feeds like EDI global EOD, Sharadar fundamentals, and Brain sentiment datasets., whereas Reflexivity stands out for Institutional-grade AI research environment with verified data from S&P Global, Refinitiv Datastream, Nasdaq, and Cboe-all included without the need for separate data contracts., Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports., and Document Intelligence to search and extract from SEC filings, transcripts, presentations, and central bank documents; includes OCR for charts and tables and custom ingestion for proprietary docs..
Other tools you might like
These profiles share overlapping coverage with both sides of this matchup.
- Fiscal.aiEditor's pickHands-on review
Overlap: Screeners, Portfolio, and Transcripts.
ScreenersPortfolioTranscripts - TradingViewEditor's pickHands-on review
Overlap: Screeners, Quant, and Portfolio.
ScreenersQuantPortfolio - GuruFocusEditor's pickHands-on review
Overlap: Screeners, Portfolio, and Backtesting.
ScreenersPortfolioBacktesting - YChartsHands-on review
Overlap: Screeners, Portfolio, and Performance Attribution.
ScreenersPortfolioPerformance Attribution - EPSMomentum
Overlap: Screeners, Portfolio, and Backtesting.
ScreenersPortfolioBacktesting - FeyEditor's pickHands-on review
Overlap: Screeners, Portfolio, and News.
ScreenersPortfolioNews
Curation & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.