★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Tool comparison edition
Tool Comparison
Global Factor Data (JKP Factors) vs SentiSense
Pick Global Factor Data (JKP Factors) instead if
Global Factor Data (JKP Factors)
Free · Web · Other
- You care about factor exposure, something SentiSense doesn't offer
Start here
SentiSense
Free • From $15/mo · Web · API
- Delayed quotes won't cut it; you need real-time data
- You want an API so you can script or automate things
- You care about stock ideas, screeners, and watchlist, things Global Factor Data (JKP Factors) doesn't offer
Skip both if: Neither one clicks with how you research; there are strong third options.
See alternativesOutbound links may include affiliate or sponsor codes.
Our take
The bottom line
Global Factor Data (JKP Factors) and SentiSense cover a lot of the same ground (3 shared categories, APIs & data feeds, quant, and data visualizations), so for the basics you won't go far wrong with either. SentiSense simply does more: 22 categories to Global Factor Data (JKP Factors)'s 4, including stock ideas, screeners, and watchlist. Global Factor Data (JKP Factors) counters by being completely free.
What readers say
Global Factor Data (JKP Factors)
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SentiSense
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Key differences at a glance
- Real-time data
- SentiSense
- Broader coverage
- SentiSense22 vs 4 categories
- API access
- SentiSense
- Global coverage
- Global Factor Data (JKP Factors)
- Asset coverage
- SentiSenseAdds ETFs and bonds
- 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 $15/mo |
Free tier | Yes | Yes |
Free trial | — | — |
Plan limits | Free (non-commercial license): license: Academic research + personal non-commercial only; other use/redistrib... | 16 limits: Free: api requests per month: 1,000, Free: rate limit per min: 30 +14 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | No | Yes |
Broker sync | — | No |
Integrations | WRDS and GitHub | SentiSense REST API, SentiSense Python SDK +9 more |
| Audience & fit | ||
Experience level | Advanced | Intermediate, Advanced |
Best for | Quants/Developers, Analysts +1 more | Retail Traders, Pro Retail +7 more |
Categories covered | 4 | 22 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America |
| Data & capabilities | ||
Data quality | Granularity: EOD | Latency: Real-time and 15-min Delayed and Pricing: Vendor |
Data partners | 3 partners: WRDS, CRSP +1 more | 6 partners: TradingView, Polygon.io +4 more |
Capabilities | — | Universe builder and AI summaries: News |
Security | — | 3 signals: Data residency: US, Encryption at rest +1 more |
| Try it | Visit Global Factor Data (JKP Factors) | Visit SentiSense |
Where each one shines
What Global Factor Data (JKP Factors) and SentiSense each do best.ShowHide
Where each one shines
What Global Factor Data (JKP Factors) and SentiSense each do best.What Global Factor Data (JKP Factors) does best
- Study global equity factor returns tied to "Is There a Replication Crisis in Finance?" from the Journal of Finance.
- Explore 153 analyzed factors across 13 themes and 93 countries, with broader documentation referencing 406 characteristics and associated factor portfolios.
- Use daily and monthly factor-return series with equal-weighted, value-weighted, and capped-value-weighted options where available.
- Compare excess returns in USD across countries, regions, themes, factors, frequencies, and weighting schemes in the web interface.
- Use analysis pages for factors to watch, advanced filters, cumulative performance charts, and metrics such as Sharpe ratio, average return, volatility, information ratio, alpha, and beta.
What SentiSense does best
- Use the web app and REST API to combine market data, social sentiment, news clustering, institutional flow, insider trading, congressional trading, and AI analysis.
- Track SentiSense Score, a per-ticker sentiment signal blending news, Reddit, and X/Twitter context for stock discovery and crowd-conviction monitoring.
- Use Documents & News APIs for sentiment metrics across news articles, social posts, and AI-curated stories, subject to source-content restrictions.
- Review AI-curated story clusters with generated titles, sentiment, ticker badges, source aggregation, and impact scores.
- Use Market Mood as a 0-100 fear/greed-style index built from internal signals with historical views.
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and SentiSense, side by side.ShowHide
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and SentiSense, side by side.| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | Stocks | StocksETFsBondsOptions |
Experience | Advanced | IntermediateAdvanced |
Target audience | Quants/DevelopersAnalystsStudents/Researchers | Retail TradersPro RetailDay TradersSwing TradersAlgo TradersAnalystsQuants/DevelopersHedge Funds+1 more |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North America |
Coverage details | Not specified | Countries: USIdentifiers: Ticker and CIK |
| Data | ||
Data freshness | Not specified | Real-time15-min Delayed |
Data granularity | EOD | Not specified |
Pricing sources | Not specified | Vendor |
Data partners | WRDSCRSPCompustat | TradingViewPolygon.ioSEC EDGARFINRACongressional STOCK Act disclosuresNews, Reddit, X/Twitter, Substack, Discord, and public social sources |
| Access & integrations | ||
API protocols | Not specified | REST |
API auth & delivery | Not specified | Auth: APIKeySDKs: Python and TSDocs |
Import methods | Not specified | Manual |
Integrations | WRDSGitHub | SentiSense REST APISentiSense Python SDKSentiSense JavaScript/TypeScript SDKSentiSense GitHub SDK repositoriesAI Agent SkillClaude CodeCodexOpenClaw+3 more |
Export formats | Not specified | JSON |
| Plans & trust | ||
Security & compliance | Not specified | Data residency: USEncryption at restEncryption in transit |
Capability signals | Not specified | Universe builderAI summaries: News |
Vendor & support | Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email | Compass AI Data Services, LLCSupport: Email |
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: Academic research + personal non-commercial only; other use/redistrib... | Freeapi requests per month: 1,000 · rate limit per min: 30 · +6 more |
| Entry paid plan | — | $15/mo“PRO”api requests per month: 100,000 · rate limit per min: 200 · +6 more |
Questions we keep getting
What's the difference between Global Factor Data (JKP Factors) and SentiSense?
Global Factor Data (JKP Factors) leans toward APIs & data feeds, quant, and data visualizations, while SentiSense puts more weight on stock ideas, screeners, and data visualizations. 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 SentiSense cost?
Good news: both Global Factor Data (JKP Factors) and SentiSense have free plans, so you can run them side by side and only pay if you hit a wall.
Does Global Factor Data (JKP Factors) or SentiSense have an API?
SentiSense 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 SentiSense?
It depends on what you're after. Pick Global Factor Data (JKP Factors) if factor exposure matter to you; go with SentiSense if you'd rather have stock ideas and screeners. And if you only need the basics both share, let price decide.
What asset classes do Global Factor Data (JKP Factors) and SentiSense cover?
Both cover stocks. SentiSense adds ETFs, bonds, and options on top.
Does Global Factor Data (JKP Factors) or SentiSense have real-time data?
SentiSense 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 SentiSense?
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. SentiSense is more region-specific, mainly North America.
Is Global Factor Data (JKP Factors) or SentiSense better for day trading?
SentiSense is the one positioned more for active traders. Global Factor Data (JKP Factors) is the better fit if you care less about fast trading workflows and more about a calmer research process.
Which has a better stock screener: Global Factor Data (JKP Factors) or SentiSense?
SentiSense has a stock screener for surfacing ideas; Global Factor Data (JKP Factors) doesn't, and focuses its energy elsewhere.
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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.