BEST INVESTING TOOLS COMPARISON

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Checked September 24, 2026

Tool Comparison

Global Factor Data (JKP Factors) vs PortfoliosLab

Paid from
—
Free plan
Yes
Platforms
Web, Other

Best if

    Paid from
    $8.33/mo
    Free plan
    Yes
    Platforms
    Web, API

    Best if

    • You want an API so you can script or automate things
    • You want portfolio, watchlist, and backtesting.
    • You're newer to investing and want something approachable

    Pick Global Factor Data (JKP Factors) instead if

    Global Factor Data (JKP Factors) logo

    Global Factor Data (JKP Factors)

    jkpfactors.com

    Free · Web · Other

    • Go this way if it's completely free.
    Most versatile pick

    Start here

    PortfoliosLab logo

    PortfoliosLab

    portfolioslab.com

    Free • From $100/yr · Web · API

    • You want an API so you can script or automate things
    • You want portfolio, watchlist, and backtesting.
    • You're newer to investing and want something approachable

    Skip both if: Neither one clicks with how you research; there are strong third options.

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    Our take

    The bottom line

    Global Factor Data (JKP Factors) and PortfoliosLab cover a lot of the same ground (4 shared categories, including APIs & data feeds, quant, and data visualizations), so for the basics you won't go far wrong with either. PortfoliosLab simply does more: 17 categories to Global Factor Data (JKP Factors)'s 4, including portfolio, watchlist, and backtesting. Global Factor Data (JKP Factors) counters by being completely free.

    What readers say

    Global Factor Data (JKP Factors)

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    PortfoliosLab

    No votes yet. Cast the first one.

    Key differences at a glance

    Asset coverage
    PortfoliosLabAdds ETFs and mutual funds
    Broader coverage
    PortfoliosLab17 vs 4 categories
    API access
    PortfoliosLab
    Beginner friendly
    PortfoliosLab
    Free plan
    Both
    See the full side-by-side table
    Global Factor Data (JKP Factors) logo

    What Global Factor Data (JKP Factors) does best

    1. The download tool covers 153 factor portfolios in 13 themes, 93 countries, and four regions.
    2. Factor returns are excess returns in US dollars with daily or monthly frequency and multiple weighting methods where available.
    3. Downloads also include low, middle, and high sorted portfolios, GICS and Fama-French industry returns, breakpoints, cutoffs, and factor mappings.
    4. Analysis pages compare annualized return, volatility, Sharpe ratio, information ratio, alpha, beta, and cumulative performance.
    5. Monthly stock-level characteristics are distributed through WRDS and require an eligible institutional subscription.
    PortfoliosLab logo

    What PortfoliosLab does best

    1. Backtest portfolios and single instruments with configurable rebalancing, benchmark comparisons, and longer historical windows on paid plans.
    2. Analysis of performance, drawdowns, volatility, VaR, CVaR, Sharpe, Sortino, Omega, Calmar, Martin, Treynor, and related risk-adjusted ratios.
    3. Comparison tools for stocks, ETFs, mutual funds, funds, crypto, and currency instruments across performance, risk, drawdown, and diversification views.
    4. Correlation, alpha and beta, factor, diversification, and optimization tools, including mean-variance, risk parity, HRP, and HERC.
    5. Screening for stocks, ETFs, and mutual funds with daily-recalculated filters, then export results where the selected plan allows it.

    Side by side

    Pricing & plans
    Starting price
    Free
    Free • From $100/yr
    Free tier
    Yes
    Yes
    Free trial
    —
    —
    Platforms & access
    Web app
    Yes
    Yes
    Mobile app
    No
    No
    API access
    No
    Yes
    Broker sync
    —
    No
    Integrations
    WRDS and GitHub
    MCP, ChatGPT +1 more
    Coverage & data
    Asset types
    Stocks
    StocksETFsMutual FundsFundsCryptosCurrencies
    Target audience
    Quants/DevelopersAnalystsStudents/Researchers
    Retail TradersPro RetailInstitutional InvestorsLong-term InvestorsIndex/Passive InvestorsQuants/DevelopersAnalystsFinancial Advisors
    Data freshness
    Not specified
    End of Day
    Data granularity
    EOD
    EOD

    Pricing comparison

    Free plan
    Free“Free (non-commercial license)”
    Free
    Entry paid plan
    —
    $100/yr≈ $8.33/mo“Plus”
    Tier 2
    —
    $250/yr≈ $20.83/mo“Pro”
    Top plan
    —
    $900/yr≈ $75/mo“Max”

    See for yourself

    Side by side

    Price, platforms, data, and market coverage.
    Show
    Side-by-side comparison of Global Factor Data (JKP Factors) and PortfoliosLab
    Attribute
    Global Factor Data (JKP Factors) logo
    Global Factor Data (JKP Factors)
    PortfoliosLab logo
    PortfoliosLab
    Pricing & plans
    Starting price
    FreeFree • From $100/yr
    Free tier
    YesYes
    Free trial
    ——
    Plan limits
    Free (non-commercial license): license: CC BY-NC 4.0; commercial use requires separate permission.25 limits: Free: watchlists: 1, Free: watchlist symbols: 100 +23 more
    Platforms & access
    Web app
    YesYes
    Mobile app
    NoNo
    API access
    NoYes
    Broker sync
    —No
    Integrations
    WRDS and GitHubMCP, ChatGPT +1 more
    Audience & fit
    Experience level
    AdvancedBeginner, Intermediate, Advanced
    Best for
    Quants/Developers, Analysts +1 moreRetail Traders, Pro Retail +6 more
    Categories covered
    417
    Regions
    North America, Europe, APAC, LatAm, Middle East, AfricaNorth America, Europe
    Data & capabilities
    Data quality
    Granularity: EOD3 signals: Latency: End of Day, Granularity: EOD +1 more
    Data partners
    3 partners: WRDS, CRSP +1 more—
    Capabilities
    —6 signals: Factor exposure, VaR/ES +4 more
    Try itVisit Global Factor Data (JKP Factors)Visit PortfoliosLab

    Standout features

    The best features of Global Factor Data (JKP Factors) and PortfoliosLab.
    Show
    Global Factor Data (JKP Factors) logo

    What Global Factor Data (JKP Factors) does best

    1. The download tool covers 153 factor portfolios in 13 themes, 93 countries, and four regions.
    2. Factor returns are excess returns in US dollars with daily or monthly frequency and multiple weighting methods where available.
    3. Downloads also include low, middle, and high sorted portfolios, GICS and Fama-French industry returns, breakpoints, cutoffs, and factor mappings.
    4. Analysis pages compare annualized return, volatility, Sharpe ratio, information ratio, alpha, beta, and cumulative performance.
    5. Monthly stock-level characteristics are distributed through WRDS and require an eligible institutional subscription.
    PortfoliosLab logo

    What PortfoliosLab does best

    1. Backtest portfolios and single instruments with configurable rebalancing, benchmark comparisons, and longer historical windows on paid plans.
    2. Analysis of performance, drawdowns, volatility, VaR, CVaR, Sharpe, Sortino, Omega, Calmar, Martin, Treynor, and related risk-adjusted ratios.
    3. Comparison tools for stocks, ETFs, mutual funds, funds, crypto, and currency instruments across performance, risk, drawdown, and diversification views.
    4. Correlation, alpha and beta, factor, diversification, and optimization tools, including mean-variance, risk parity, HRP, and HERC.
    5. Screening for stocks, ETFs, and mutual funds with daily-recalculated filters, then export results where the selected plan allows it.

    All details

    Every attribute we track for Global Factor Data (JKP Factors) and PortfoliosLab.
    Show
    Attribute
    Global Factor Data (JKP Factors) logo
    Global Factor Data (JKP Factors)
    PortfoliosLab logo
    PortfoliosLab
    Coverage & fit
    Asset types
    Stocks
    StocksETFsMutual FundsFundsCryptosCurrencies
    Experience
    Advanced
    BeginnerIntermediateAdvanced
    Target audience
    Quants/DevelopersAnalystsStudents/Researchers
    Retail TradersPro RetailInstitutional InvestorsLong-term InvestorsIndex/Passive InvestorsQuants/DevelopersAnalystsFinancial Advisors
    Regions
    North AmericaEuropeAPACLatAmMiddle EastAfrica
    North AmericaEurope
    Coverage details
    Not specified
    Countries: US and GBIdentifiers: Ticker
    Data
    Data freshness
    Not specified
    End of Day
    Data granularity
    EOD
    EOD
    Data partners
    WRDSCRSPCompustat
    Not specified
    Access & integrations
    API protocols
    Not specified
    REST
    API auth & delivery
    Not specified
    Auth: NoneDocs
    Import methods
    Not specified
    ManualCSV
    Integrations
    WRDSGitHub
    MCPChatGPTClaude
    Plans & trust
    Capability signals
    Not specified
    Factor exposureVaR/ESPerformance attributionRebalancingPortfolio factor exposureCorrelation
    Vendor & support
    Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email
    PortfoliosLab Analytics FZCOCountry: United Arab EmiratesSupport: Email

    Green tags are exclusive to that tool in this comparison.

    Pricing

    Plans, billing, free trials, and monthly prices.
    Show
    Plan-by-plan pricing comparison of Global Factor Data (JKP Factors) and PortfoliosLab
    Tier
    Global Factor Data (JKP Factors) logo
    Global Factor Data (JKP Factors)Cheaper start
    PortfoliosLab logo
    PortfoliosLab
    Free plan
    Free“Free (non-commercial license)”license: CC BY-NC 4.0; commercial use requires separate permission.
    Freewatchlists: 1 · watchlist symbols: 100 · +4 more
    Entry paid plan—
    $100/yr≈ $8.33/mo“Plus”watchlists: 5 · private portfolios: 5 · +4 more
    Tier 2—
    $250/yr≈ $20.83/mo“Pro”watchlists: 10 · private portfolios: Unlimited · +4 more
    Top plan—
    $900/yr≈ $75/mo“Max”watchlists: 10 · watchlist symbols: 2,000 · +5 more

    Questions we keep getting

    What's the difference between Global Factor Data (JKP Factors) and PortfoliosLab?

    Global Factor Data (JKP Factors) leans toward APIs & data feeds, quant, and data visualizations, while PortfoliosLab puts more weight on portfolio, watchlist, and backtesting. They overlap in 4 categories, so for most people it comes down to workflow preference and price.

    How much do Global Factor Data (JKP Factors) and PortfoliosLab cost?

    Good news: both Global Factor Data (JKP Factors) and PortfoliosLab have free plans, so you can run them side by side and only pay if you hit a wall.

    Which is better for beginners: Global Factor Data (JKP Factors) or PortfoliosLab?

    PortfoliosLab is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.

    Does Global Factor Data (JKP Factors) or PortfoliosLab have an API?

    PortfoliosLab has an API for programmatic access and custom integrations. Global Factor Data (JKP Factors) doesn't, so you're working through its interface.

    Should I choose Global Factor Data (JKP Factors) or PortfoliosLab?

    It depends on what you're after. Pick Global Factor Data (JKP Factors) if you prefer its overall approach; go with PortfoliosLab if you'd rather have portfolio and watchlist. And if you only need the basics both share, let price decide.

    What asset classes do Global Factor Data (JKP Factors) and PortfoliosLab cover?

    Both cover stocks. PortfoliosLab adds ETFs, mutual funds, and funds on top.

    Which has a better stock screener: Global Factor Data (JKP Factors) or PortfoliosLab?

    PortfoliosLab has a stock screener for surfacing ideas; Global Factor Data (JKP Factors) doesn't, and focuses its energy elsewhere.

    Can I track my portfolio with Global Factor Data (JKP Factors) or PortfoliosLab?

    PortfoliosLab handles portfolio tracking. Global Factor Data (JKP Factors) is really a research tool; you'd track your portfolio elsewhere.

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    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.