★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Tool comparison edition
Tool Comparison
Fiscal.ai vs Global Factor Data (JKP Factors)
Start here
Fiscal.ai
Free • From $39/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 stock comparison, things Global Factor Data (JKP Factors) doesn't offer
Pick Global Factor Data (JKP Factors) instead if
Global Factor Data (JKP Factors)
Free · Web · Other
- You care about quant and factor exposure, things Fiscal.ai 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
Fiscal.ai and Global Factor Data (JKP Factors) cover a lot of the same ground (2 shared categories, data visualizations and APIs & data feeds), so for the basics you won't go far wrong with either. Fiscal.ai simply does more: 29 categories to Global Factor Data (JKP Factors)'s 4, including stock ideas, screeners, and stock comparison. Global Factor Data (JKP Factors) counters by being completely free.
What readers say
Fiscal.ai
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Global Factor Data (JKP Factors)
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Key differences at a glance
- Real-time data
- Fiscal.ai
- Free trial
- Fiscal.ai14 days
- Broader coverage
- Fiscal.ai29 vs 4 categories
- API access
- Fiscal.ai
- Asset coverage
- Fiscal.aiAdds ETFs and mutual funds
- Beginner friendly
- Fiscal.ai
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 • From $39/mo | Free |
Free tier | Yes | Yes |
Free trial | 14 days | — |
Plan limits | 37 limits: Terminal - Free: financials history (annual): 10, Terminal - Free: financials history (quarterly): 6 +35 more | Free (non-commercial license): license: Academic research + personal non-commercial only; other use/redistrib... |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | Yes | No |
Broker sync | No | — |
Integrations | MCP, Claude Connector +7 more | WRDS and GitHub |
| Audience & fit | ||
Experience level | Beginner, Intermediate, Advanced | Advanced |
Best for | Retail Traders, Pro Retail +11 more | Quants/Developers, Analysts +1 more |
Categories covered | 29 | 4 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America, Europe, APAC, LatAm, Middle East, Africa |
| Data & capabilities | ||
Data quality | 3 signals: Latency: Real-time, 15-min Delayed, and End of Day, Granularity: EOD +1 more | Granularity: EOD |
Data partners | 5 partners: Fiscal.ai Data Feed, S&P Global Market Intelligence +3 more | 3 partners: WRDS, CRSP +1 more |
Capabilities | 6 signals: Custom formulas, Universe builder +4 more | — |
Security | SOC2 and Status page | — |
| Try it | Visit Fiscal.ai | Visit Global Factor Data (JKP Factors) |
Where each one shines
What Fiscal.ai and Global Factor Data (JKP Factors) each do best.ShowHide
Where each one shines
What Fiscal.ai and Global Factor Data (JKP Factors) each do best.What Fiscal.ai does best
- Research global stocks, ETFs, mutual funds, and funds through dashboards, watchlists, portfolio views, visualizations, fundamentals, estimates, transcripts, filings, news, and event data.
- Use AI Copilot, AI summaries, and AI-generated reports to speed up earnings review, filing review, peer comparison, financial analysis, and company research.
- Analyze fundamentals, ratios, standardized financials, as-reported data, adjusted metrics, segment data, KPIs, analyst estimates, revisions, ratings, and price targets.
- Use packaged Fiscal Skills in MCP clients for financial pulls, three-statement models, segment and KPI work, comp sets, valuation, industry reports, ownership activity, filing discovery, quality scores, and earnings reactions.
- Trace research back to source filings, transcripts, slides, company news, investor-relations material, and source-to-filing images or PDFs where supported.
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.
Every detail we compared
Every tracked attribute for Fiscal.ai and Global Factor Data (JKP Factors), side by side.ShowHide
Every detail we compared
Every tracked attribute for Fiscal.ai and Global Factor Data (JKP Factors), side by side.| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsMutual FundsFunds | Stocks |
Experience | BeginnerIntermediateAdvanced | Advanced |
Target audience | Retail TradersPro RetailInstitutional InvestorsAnalystsQuants/DevelopersLong-term InvestorsValue InvestorsGrowth Investors+5 more | Quants/DevelopersAnalystsStudents/Researchers |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North AmericaEuropeAPACLatAmMiddle EastAfrica |
Coverage details | Identifiers: Ticker, CUSIP, ISIN, and FIGI | Not specified |
| Data | ||
Data freshness | Real-time15-min DelayedEnd of Day | Not specified |
Data granularity | EOD | EOD |
Data partners | Fiscal.ai Data FeedS&P Global Market IntelligenceMorningstarYChartsPerplexity | WRDSCRSPCompustat |
| Access & integrations | ||
API protocols | REST | Not specified |
API auth & delivery | Auth: APIKeyWebhooks50 req/minDocs | Not specified |
Import methods | Manual | Not specified |
Integrations | MCPClaude ConnectorChatGPTCodex CLICursorVS Code CopilotGemini CLIPerplexity+1 more | WRDSGitHub |
Export formats | CSVImagePDF | Not specified |
| Plans & trust | ||
Security & compliance | SOC2Status page | Not specified |
Capability signals | Custom formulasUniverse builderPerformance attributionPortfolio attributionCitation pinningAI summaries: Filings, Transcripts, and News | Not specified |
Vendor & support | Stratosphere Technology Inc.Country: CanadaFounded 2021Support: Email | Global Factor Data (Jensen, Kelly, Pedersen)Support: Forum and Email |
Curation ratings | Methodology 5/5Reliability 4/5UX 5/5 | Not specified |
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“Terminal - Free”financials history (annual): 10 · financials history (quarterly): 6 · +8 more | Free“Free (non-commercial license)”license: Academic research + personal non-commercial only; other use/redistrib... |
| Entry paid plan | $39/mo“Terminal - Pro (Monthly)”financials history (annual): 15 · financials history (quarterly): 20 · +10 more | — |
| Top plan | $199/mo“Terminal - Enterprise (Monthly)”financials history (annual): 20+ · financials history (quarterly): 40+ · +10 more | — |
| Custom / enterprise | Contact sales“API - Paid” | — |
| Free trial | 14 days | — |
Questions we keep getting
What's the difference between Fiscal.ai and Global Factor Data (JKP Factors)?
Fiscal.ai leans toward stock ideas, screeners, and stock comparison, while Global Factor Data (JKP Factors) puts more weight on APIs & data feeds, quant, and data visualizations. They overlap in 2 categories, so for most people it comes down to workflow preference and price.
How much do Fiscal.ai and Global Factor Data (JKP Factors) cost?
Good news: both Fiscal.ai and Global Factor Data (JKP Factors) have free plans, so you can run them side by side and only pay if you hit a wall.
Which is better for beginners: Fiscal.ai or Global Factor Data (JKP Factors)?
Fiscal.ai is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.
Does Fiscal.ai or Global Factor Data (JKP Factors) have an API?
Fiscal.ai 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 Fiscal.ai or Global Factor Data (JKP Factors)?
It depends on what you're after. Pick Fiscal.ai if stock ideas and screeners matter to you; go with Global Factor Data (JKP Factors) if you'd rather have quant and factor exposure. And if you only need the basics both share, let price decide.
What asset classes do Fiscal.ai and Global Factor Data (JKP Factors) cover?
Both cover stocks. Fiscal.ai also handles ETFs, mutual funds, and funds.
Does Fiscal.ai or Global Factor Data (JKP Factors) have real-time data?
Fiscal.ai 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.
Can I export data from Fiscal.ai and Global Factor Data (JKP Factors)?
Fiscal.ai exports to CSV. Global Factor Data (JKP Factors) is stingier about getting data out.
Which has a better stock screener: Fiscal.ai or Global Factor Data (JKP Factors)?
Fiscal.ai 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 Fiscal.ai or Global Factor Data (JKP Factors)?
Fiscal.ai handles portfolio tracking. Global Factor Data (JKP Factors) is really a research tool; you'd track your portfolio 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.