Tool Comparison
Global Factor Data (JKP Factors) vs LIQN
- Paid from
- —
- Free plan
- Yes
- Platforms
- Web, Other
Best if
- You'd rather start free and only pay if you outgrow it
- You want APIs & data feeds.
- Paid from
- —
- Free plan
- No
- Platforms
- Web
Best if
- Delayed quotes won't cut it; you need real-time data
- You want money flow, risk metrics, and watchlist.
- You're newer to investing and want something approachable
Pick Global Factor Data (JKP Factors) instead if
Global Factor Data (JKP Factors)
Free · Web · Other
- You'd rather start free and only pay if you outgrow it
- You want APIs & data feeds.
Start here
LIQN
Other · Web
- Delayed quotes won't cut it; you need real-time data
- You want money flow, risk metrics, and watchlist.
- 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 LIQN 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. LIQN simply does more: 16 categories to Global Factor Data (JKP Factors)'s 4, including money flow, risk metrics, and watchlist. Global Factor Data (JKP Factors) counters by being completely free.
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Key differences at a glance
- Free plan
- Global Factor Data (JKP Factors)
- Broader coverage
- LIQN16 vs 4 categories
- Real-time data
- LIQN
- Global coverage
- Global Factor Data (JKP Factors)
- Beginner friendly
- LIQN
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 LIQN does best
- Track thematic factors in list, grid, and heatmap views, as observed in an earlier hands-on review.
- Use Macro Pulse to review the market regime, confidence, confirming factors, divergences, and current stories.
- Five analysis lenses for factor rotation with distribution tails, monthly-return heatmaps, long/short spreads, side-by-side factor comparison, and market-stress monitoring.
- Classified net and gross flows, short-interest context, and multi-period factor returns.
- Social IQ for daily X attention breakouts, post-volume surges relative to each ticker's baseline, co-mentions, and crowd sentiment context.
Side by side
Pricing comparison
See for yourself
Side by side
Price, platforms, data, and market coverage.ShowHide
Side by side
| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Free | Other |
Free tier | Yes | No |
Free trial | — | — |
Plan limits | Free (non-commercial license): license: CC BY-NC 4.0; commercial use requires separate permission. | — |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | No | No |
Broker sync | — | No |
Integrations | WRDS and GitHub | — |
| Audience & fit | ||
Experience level | Advanced | Beginner, Intermediate, Advanced |
Best for | Quants/Developers, Analysts +1 more | Retail Traders, Pro Retail +6 more |
Categories covered | 4 | 16 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America |
| Data & capabilities | ||
Data quality | Granularity: EOD | 4 signals: Latency: Streaming, Real-time, and End of Day, Granularity: Tick, Minute, and EOD +2 more |
Data partners | 3 partners: WRDS, CRSP +1 more | — |
Capabilities | — | Factor exposure |
| Try it | Visit Global Factor Data (JKP Factors) | Visit LIQN |
Standout features
The best features of Global Factor Data (JKP Factors) and LIQN.ShowHide
Standout features
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 LIQN does best
- Track thematic factors in list, grid, and heatmap views, as observed in an earlier hands-on review.
- Use Macro Pulse to review the market regime, confidence, confirming factors, divergences, and current stories.
- Five analysis lenses for factor rotation with distribution tails, monthly-return heatmaps, long/short spreads, side-by-side factor comparison, and market-stress monitoring.
- Classified net and gross flows, short-interest context, and multi-period factor returns.
- Social IQ for daily X attention breakouts, post-volume surges relative to each ticker's baseline, co-mentions, and crowd sentiment context.
All details
Every attribute we track for Global Factor Data (JKP Factors) and LIQN.ShowHide
All details
| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | Stocks | Stocks |
Experience | Advanced | BeginnerIntermediateAdvanced |
Target audience | Quants/DevelopersAnalystsStudents/Researchers | Retail TradersPro RetailSwing TradersAnalystsQuants/DevelopersInstitutional InvestorsAsset ManagersHedge Funds |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North America |
Coverage details | Not specified | Countries: USIdentifiers: Ticker |
| Data | ||
Data freshness | Not specified | StreamingReal-timeEnd of Day |
Data granularity | EOD | TickMinuteEOD |
Data partners | WRDSCRSPCompustat | Not specified |
| Access & integrations | ||
Import methods | Not specified | Manual |
Integrations | WRDSGitHub | Not specified |
| Plans & trust | ||
Capability signals | Not specified | Factor exposure |
Vendor & support | Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email | LIQN.AI Holdings, Inc.Support: Email |
Curation ratings | Not specified | Methodology 4/5Reliability 3/5UX 4/5 |
Green tags are exclusive to that tool in this comparison.
Pricing
Plans, billing, free trials, and monthly prices.ShowHide
Pricing
| Tier | ||
|---|---|---|
| Free plan | Free“Free (non-commercial license)”license: CC BY-NC 4.0; commercial use requires separate permission. | — |
Questions we keep getting
What's the difference between Global Factor Data (JKP Factors) and LIQN?
Global Factor Data (JKP Factors) leans toward APIs & data feeds, quant, and data visualizations, while LIQN puts more weight on data visualizations, quant, and money flow. They overlap in 3 categories, so for most people it comes down to workflow preference and price.
Is Global Factor Data (JKP Factors) or LIQN free to use?
Global Factor Data (JKP Factors) has a free tier, so you can get started without paying anything. LIQN is paid-only. If budget matters, start with Global Factor Data (JKP Factors) and see how far it takes you before opening your wallet.
Which is better for beginners: Global Factor Data (JKP Factors) or LIQN?
LIQN 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 LIQN?
It depends on what you're after. Pick Global Factor Data (JKP Factors) if APIs & data feeds matter to you; go with LIQN if you'd rather have money flow and risk metrics. And if you only need the basics both share, let price decide.
Does Global Factor Data (JKP Factors) or LIQN have real-time data?
LIQN offers real-time data, which matters if you trade actively. Global Factor Data (JKP Factors) runs on delayed or end-of-day data, which is perfectly fine for longer-term investors who don't live and die by the tick.
Which covers international markets: Global Factor Data (JKP Factors) or LIQN?
Global Factor Data (JKP Factors) has documented international coverage (North America, Europe, APAC, LatAm, and more), so it's the safer bet if you hold non-US stocks. LIQN is more region-specific, mainly North America.
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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.