★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Tool details checked August 23, 2026
Tool Comparison
Global Factor Data (JKP Factors) vs Portfolio Visualizer
Pick Global Factor Data (JKP Factors) instead if
Global Factor Data (JKP Factors)
Free · Web · Other
- You care about APIs & data feeds, something Portfolio Visualizer doesn't offer
Start here
Portfolio Visualizer
Free • From $360/yr · Web
- You care about backtesting, monte carlo, and correlation, things Global Factor Data (JKP Factors) doesn't offer
- 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 Portfolio Visualizer cover a lot of the same ground (3 shared categories, quant, data visualizations, and factor exposure), so for the basics you won't go far wrong with either. Portfolio Visualizer simply does more: 10 categories to Global Factor Data (JKP Factors)'s 4, including backtesting, monte carlo, and correlation. Global Factor Data (JKP Factors) counters by being completely free.
What readers say
Global Factor Data (JKP Factors)
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Portfolio Visualizer
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Key differences at a glance
- Asset coverage
- Portfolio VisualizerAdds ETFs and mutual funds
- Free trial
- Portfolio Visualizer14 days
- Broader coverage
- Portfolio Visualizer10 vs 4 categories
- Beginner friendly
- Portfolio Visualizer
- Free plan
- Both
See for yourself
How they stack up
The side-by-side table: pricing, platforms, data, and coverage at a glance.ShowHide
How they stack up
The side-by-side table: pricing, platforms, data, and coverage at a glance.| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Free | Free • From $360/yr |
Free tier | Yes | Yes |
Free trial | — | 14 days |
Plan limits | Free (non-commercial license): license: CC BY-NC 4.0; commercial use requires separate permission. | 6 limits: Free: max assets per portfolio: 15, Free: history: Limited history; pricing snippet says the free tier excludes current-... +4 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | No | No |
Integrations | WRDS and GitHub | — |
| Audience & fit | ||
Experience level | Advanced | Beginner, Intermediate, Advanced |
Best for | Quants/Developers, Analysts +1 more | — |
Categories covered | 4 | 10 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | — |
| Data & capabilities | ||
Data quality | Granularity: EOD | — |
Data partners | 3 partners: WRDS, CRSP +1 more | — |
Capabilities | — | 7 signals: Universe builder, Factor exposure +5 more |
| Try it | Visit Global Factor Data (JKP Factors) | Visit Portfolio Visualizer |
Where each one shines
What Global Factor Data (JKP Factors) and Portfolio Visualizer each do best.ShowHide
Where each one shines
What Global Factor Data (JKP Factors) and Portfolio Visualizer each do best.What Global Factor Data (JKP Factors) does best
- The download tool covers 153 factor portfolios in 13 themes, 93 countries, and four regions.
- Factor returns are excess returns in US dollars with daily or monthly frequency and multiple weighting methods where available.
- Downloads also include low, middle, and high sorted portfolios, GICS and Fama-French industry returns, breakpoints, cutoffs, and factor mappings.
- Analysis pages compare annualized return, volatility, Sharpe ratio, information ratio, alpha, beta, and cumulative performance.
- Monthly stock-level characteristics are distributed through WRDS and require an eligible institutional subscription.
What Portfolio Visualizer does best
- Backtest portfolios built from mutual funds, ETFs, stocks, and asset-class allocations.
- Tools for running Monte Carlo simulations to test long-term portfolio growth, withdrawal sustainability, and portfolio survival scenarios.
- Testing tools for tactical asset-allocation models based on moving averages, momentum, market valuation, and target volatility.
- Optimization tools such as Efficient Frontier, Portfolio Optimization, Black-Litterman Model, and Rolling Optimization.
- Analysis of factor exposure with Factor Regression, Risk Factor Allocation, Fund and ETF Factor Regressions, and Factor Performance Attribution.
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and Portfolio Visualizer, side by side.ShowHide
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and Portfolio Visualizer, side by side.| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | Stocks | StocksETFsMutual FundsFunds |
Experience | Advanced | BeginnerIntermediateAdvanced |
Target audience | Quants/DevelopersAnalystsStudents/Researchers | Not specified |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | Not specified |
Coverage details | Not specified | Identifiers: Ticker |
| Data | ||
Data granularity | EOD | Not specified |
Data partners | WRDSCRSPCompustat | Not specified |
| Access & integrations | ||
Import methods | Not specified | CSVManual |
Integrations | WRDSGitHub | Not specified |
Export formats | Not specified | ExcelCSVPDF |
| Plans & trust | ||
Capability signals | Not specified | Universe builderFactor exposureVaR/ESPerformance attributionMonte CarloPortfolio factor exposureCorrelation |
Vendor & support | Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email | SRL Global Ltd.Country: United Kingdom |
Green tags are exclusive to that tool in this comparison.
What you'll actually pay
Plans, billing, trials, and per-month pricing for both tools.ShowHide
What you'll actually pay
Plans, billing, trials, and per-month pricing for both tools.| Tier | ||
|---|---|---|
| Free plan | Free“Free (non-commercial license)”license: CC BY-NC 4.0; commercial use requires separate permission. | Freemax assets per portfolio: 15 · history: Limited history; pricing snippet says the free tier excludes current-... |
| Entry paid plan | — | $360/yr≈ $30/mo“Basic”max assets per portfolio: 150 · billing notes: Pricing shown as $/month but billed annually. |
| Top plan | — | $660/yr≈ $55/mo“Pro”max assets per portfolio: 150 · billing notes: Pricing shown as $/month but billed annually. |
| Free trial | — | 14 days |
Questions we keep getting
What's the difference between Global Factor Data (JKP Factors) and Portfolio Visualizer?
Global Factor Data (JKP Factors) leans toward APIs & data feeds, quant, and data visualizations, while Portfolio Visualizer puts more weight on backtesting, monte carlo, and correlation. They overlap in 3 categories, so for most people it comes down to workflow preference and price.
How much do Global Factor Data (JKP Factors) and Portfolio Visualizer cost?
Good news: both Global Factor Data (JKP Factors) and Portfolio Visualizer 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 Portfolio Visualizer?
Portfolio Visualizer is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.
Should I choose Global Factor Data (JKP Factors) or Portfolio Visualizer?
It depends on what you're after. Pick Global Factor Data (JKP Factors) if APIs & data feeds matter to you; go with Portfolio Visualizer if you'd rather have backtesting and monte carlo. And if you only need the basics both share, let price decide.
What asset classes do Global Factor Data (JKP Factors) and Portfolio Visualizer cover?
Both cover stocks. Portfolio Visualizer adds ETFs, mutual funds, and funds on top.
Can I export data from Global Factor Data (JKP Factors) and Portfolio Visualizer?
Portfolio Visualizer exports to Excel and CSV. Global Factor Data (JKP Factors) is stingier about getting data out.
Which has a better stock screener: Global Factor Data (JKP Factors) or Portfolio Visualizer?
Portfolio Visualizer has a stock screener for surfacing ideas; Global Factor Data (JKP Factors) doesn't, and focuses its energy elsewhere.
Keep researching
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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.