★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Tool details checked August 23, 2026
Tool Comparison
Global Factor Data (JKP Factors) vs OpenBB
Pick Global Factor Data (JKP Factors) instead if
Global Factor Data (JKP Factors)
Free · Web · Other
- You care about quant and factor exposure, things OpenBB doesn't offer
Start here
OpenBB
Free • From $500/yr · Web · Desktop · Mobile
- You do a lot of your research from your phone
- You want an API so you can script or automate things
- You care about sheets / excel add-ins, custom dashboards, and AI research, 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 OpenBB cover a lot of the same ground (2 shared categories, APIs & data feeds and data visualizations), so for the basics you won't go far wrong with either. OpenBB simply does more: 12 categories to Global Factor Data (JKP Factors)'s 4, including sheets / excel add-ins, custom dashboards, and AI research, plus a mobile app. Global Factor Data (JKP Factors) counters by being completely free.
What readers say
Global Factor Data (JKP Factors)
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OpenBB
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Key differences at a glance
- Mobile app
- OpenBB
- Broader coverage
- OpenBB12 vs 4 categories
- Desktop app
- OpenBB
- API access
- OpenBB
- Asset coverage
- OpenBBAdds ETFs and cryptos
- 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 $500/yr |
Free tier | Yes | Yes |
Free trial | — | — |
Plan limits | Free (non-commercial license): license: CC BY-NC 4.0; commercial use requires separate permission. | 12 limits: Workspace Community: copilot queries per day: 20, Workspace Community: excel add in: No (per plan comparison) +10 more |
| Platforms & access | ||
Web app | Yes | Yes |
Desktop app | No | Yes |
Mobile app | No | Yes |
API access | No | Yes |
Integrations | WRDS and GitHub | OpenBB Skills, Workspace MCP server +2 more |
| Audience & fit | ||
Experience level | Advanced | Intermediate, Advanced |
Best for | Quants/Developers, Analysts +1 more | Institutional Investors, Analysts +2 more |
Categories covered | 4 | 12 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | — |
| Data & capabilities | ||
Data quality | Granularity: EOD | — |
Data partners | 3 partners: WRDS, CRSP +1 more | — |
Capabilities | — | IV surface and Yield curves |
Security | — | 6 signals: SOC2, SSO: SAML and OIDC +4 more |
| Try it | Visit Global Factor Data (JKP Factors) | Visit OpenBB |
Where each one shines
What Global Factor Data (JKP Factors) and OpenBB each do best.ShowHide
Where each one shines
What Global Factor Data (JKP Factors) and OpenBB 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 OpenBB does best
- The open-source Open Data Platform locally under AGPL for combined financial and economic data access through provider connectors.
- Work across Python, REST API, notebooks, Workspace, and Excel-oriented workflows depending on whether you are coding, analyzing, or building dashboards.
- Connections for third-party data providers and your own API keys; OpenBB does not host or redistribute production market data for you.
- Tools for building Workspace dashboards with customizable UI components, apps, widgets, and firm-specific data integrations.
- Support for adding proprietary or internal data by exposing an API plus a widgets.json definition for custom Workspace widgets.
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and OpenBB, side by side.ShowHide
Every detail we compared
Every tracked attribute for Global Factor Data (JKP Factors) and OpenBB, side by side.| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | Stocks | StocksETFsCryptosCurrenciesCommoditiesBondsOptionsFutures |
Experience | Advanced | IntermediateAdvanced |
Target audience | Quants/DevelopersAnalystsStudents/Researchers | Institutional InvestorsAnalystsQuants/DevelopersStudents/Researchers |
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 | ||
API protocols | Not specified | REST |
API auth & delivery | Not specified | Auth: NoneSDKs: PythonDocs |
Integrations | WRDSGitHub | OpenBB SkillsWorkspace MCP serverMCP serversExcel Add-in |
Export formats | Not specified | CSVExcel |
| Plans & trust | ||
Security & compliance | Not specified | SOC2SSO: SAML and OIDCStatus pageEncryption at restEncryption in transitRole-based access |
Capability signals | Not specified | IV surfaceYield curves |
Vendor & support | Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email | OpenBB Inc.Founded 2021Support: Email and Forum |
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. | Free“Workspace Community”copilot queries per day: 20 · excel add in: No (per plan comparison) · +1 more |
| Entry paid plan | — | $500/yr≈ $41.67/mo“Snowflake Native App” |
| Top plan | — | $1200/yr≈ $100/mo“Workspace Lite”team size: Designed for teams under 10 · regular price: $2,400/year · +3 more |
| Custom / enterprise | — | Contact sales“Workspace Pro”pricing model: Custom team license (contact sales) · support: 8 hours/day, 5 days/week (EST) |
Questions we keep getting
What's the difference between Global Factor Data (JKP Factors) and OpenBB?
Global Factor Data (JKP Factors) leans toward APIs & data feeds, quant, and data visualizations, while OpenBB puts more weight on APIs & data feeds, sheets / excel add-ins, and data visualizations. They overlap in 2 categories, so for most people it comes down to workflow preference and price.
How much do Global Factor Data (JKP Factors) and OpenBB cost?
Good news: both Global Factor Data (JKP Factors) and OpenBB have free plans, so you can run them side by side and only pay if you hit a wall.
Can I use Global Factor Data (JKP Factors) or OpenBB on my phone?
OpenBB lists a dedicated mobile app, so it travels better. Global Factor Data (JKP Factors) doesn't list a dedicated mobile app; its documented access is web and other.
Does Global Factor Data (JKP Factors) or OpenBB have an API?
OpenBB 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 OpenBB?
It depends on what you're after. Pick Global Factor Data (JKP Factors) if quant and factor exposure matter to you; go with OpenBB if you'd rather have sheets / excel add-ins and custom dashboards. And if you only need the basics both share, let price decide.
What asset classes do Global Factor Data (JKP Factors) and OpenBB cover?
Both cover stocks. OpenBB adds ETFs, cryptos, and currencies on top.
Can I export data from Global Factor Data (JKP Factors) and OpenBB?
OpenBB exports to CSV and Excel. Global Factor Data (JKP Factors) is stingier about getting data out.
Which has a better stock screener: Global Factor Data (JKP Factors) or OpenBB?
OpenBB 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.