BEST INVESTING TOOLS COMPARISON

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Checked September 24, 2026

Tool Comparison

Financial Modeling Prep (FMP) vs okama

Paid from
$22/mo
Free plan
Yes
Platforms
Web, Desktop, API

Best if

  • Delayed quotes won't cut it; you need real-time data
  • You want screeners, news, and calendar.
Paid from
—
Free plan
Yes
Platforms
Web, API

Best if

  • You want quant, data visualizations, and portfolio.

Pick Financial Modeling Prep (FMP) if

Financial Modeling Prep (FMP) logo

Financial Modeling Prep (FMP)

site.financialmodelingprep.comTested

Free • From $264/yr · Web · Desktop · API

  • Delayed quotes won't cut it; you need real-time data
  • You want screeners, news, and calendar.

Pick okama if

okama logo

okama

okama.ioTested

Free · Web · API

  • You want quant, data visualizations, and portfolio.

Skip both if: Neither one clicks with how you research; there are strong third options.

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Our take

The bottom line

Financial Modeling Prep (FMP) and okama cover a lot of the same ground (3 shared categories, APIs & data feeds, macro data, and ETF analysis), so for the basics you won't go far wrong with either. Financial Modeling Prep (FMP) simply does more: 19 categories to okama's 10, including screeners, news, and calendar. okama counters by being completely free.

What readers say

Financial Modeling Prep (FMP)

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okama

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Key differences at a glance

Real-time data
Financial Modeling Prep (FMP)
Broader coverage
Financial Modeling Prep (FMP)19 vs 10 categories
Desktop app
Financial Modeling Prep (FMP)
Asset coverage
Financial Modeling Prep (FMP)Adds funds and cryptos
Free plan
Both
See the full side-by-side table
Financial Modeling Prep (FMP) logo

What Financial Modeling Prep (FMP) does best

  1. Use one API for market data, fundamentals, news, calendars, macro indicators, ESG, ownership, analyst data, transcripts, funds, crypto, foreign exchange, and commodities.
  2. Tools for building with REST endpoints, WebSocket streaming for real-time stocks, crypto, and FX, an API playground, documentation, changelog, cycle-time pages, and a public status page.
  3. Access to real-time quotes plus intraday and end-of-day historical bars, with higher tiers adding longer history, technical indicators, 1-minute intraday charting, and bulk delivery.
  4. Access to standardized and as-reported financial statements, key metrics, ratios, financial scores, enterprise values, segment revenue, DCF models, and other valuation metrics.
  5. Calendar and corporate-action endpoints for earnings, IPO prospectuses, dividends, splits, economic releases, and related event research.
okama logo

What okama does best

  1. Web widgets for efficient frontier visualization, asset comparison, and adjusted monthly portfolio risk/return analysis.
  2. Python tools for constrained mean-variance optimization, multi-period efficient frontiers, rebalancing constraints, and portfolio simulations.
  3. Risk analysis with VaR, CVaR, semideviation, drawdowns, volatility, correlations, and related statistics.
  4. Monte Carlo simulations and wealth-index forecasts with percentile bands.
  5. Contribution and withdrawal modeling for portfolio paths and retirement scenarios.

Side by side

Pricing & plans
Starting price
Free • From $264/yr
Free
Free tier
Yes
Yes
Free trial
—
—
Platforms & access
Web app
Yes
Yes
Desktop app
Yes
No
Mobile app
No
No
API access
Yes
Yes
Broker sync
—
No
Integrations
Excel Add-in, Google Sheets Add-on +3 more
—
Coverage & data
Asset types
StocksETFsMutual FundsFundsCurrenciesCryptosCommoditiesOther
StocksETFsCommoditiesCurrenciesMutual Funds
Target audience
Retail TradersPro RetailInstitutional InvestorsQuants/DevelopersAnalystsAsset ManagersHedge FundsStudents/Researchers
Not specified
Data freshness
StreamingReal-timeEnd of Day
End of Day
Data granularity
MinuteEOD
EOD
Export formats
CSVJSON
Not specified

Pricing comparison

Free plan
Free“Basic”
Free
Entry paid plan
$264/yr≈ $22/mo“Starter”
—
Tier 2
$708/yr≈ $59/mo“Premium”
—
Top plan
$1788/yr≈ $149/mo“Ultimate”
—
Custom / enterprise
Contact sales“Enterprise”
—

See for yourself

Side by side

Price, platforms, data, and market coverage.
Show
Side-by-side comparison of Financial Modeling Prep (FMP) and okama
Attribute
Financial Modeling Prep (FMP) logo
Financial Modeling Prep (FMP)
okama logo
okama
Pricing & plans
Starting price
Free • From $264/yrFree
Free tier
YesYes
Free trial
——
Plan limits
23 limits: Basic: api calls per day: 250, Basic: timeframe: End of Day +21 more—
Platforms & access
Web app
YesYes
Desktop app
YesNo
Mobile app
NoNo
API access
YesYes
Broker sync
—No
Integrations
Excel Add-in, Google Sheets Add-on +3 more—
Audience & fit
Experience level
Beginner, Intermediate, AdvancedBeginner, Intermediate, Advanced
Best for
Retail Traders, Pro Retail +6 more—
Categories covered
1910
Regions
North America, Europe, APAC, LatAm, Middle East, AfricaNorth America, Europe, APAC, Middle East
Data & capabilities
Data quality
4 signals: Latency: Streaming, Real-time, and End of Day, Granularity: Minute and EOD +2 more3 signals: Latency: End of Day, Granularity: EOD +1 more
Capabilities
Universe builder and Yield curves4 signals: VaR/ES, Monte Carlo +2 more
Security
SOC2 and Status page—
Try itVisit Financial Modeling Prep (FMP)Visit okama

Standout features

The best features of Financial Modeling Prep (FMP) and okama.
Show
Financial Modeling Prep (FMP) logo

What Financial Modeling Prep (FMP) does best

  1. Use one API for market data, fundamentals, news, calendars, macro indicators, ESG, ownership, analyst data, transcripts, funds, crypto, foreign exchange, and commodities.
  2. Tools for building with REST endpoints, WebSocket streaming for real-time stocks, crypto, and FX, an API playground, documentation, changelog, cycle-time pages, and a public status page.
  3. Access to real-time quotes plus intraday and end-of-day historical bars, with higher tiers adding longer history, technical indicators, 1-minute intraday charting, and bulk delivery.
  4. Access to standardized and as-reported financial statements, key metrics, ratios, financial scores, enterprise values, segment revenue, DCF models, and other valuation metrics.
  5. Calendar and corporate-action endpoints for earnings, IPO prospectuses, dividends, splits, economic releases, and related event research.
okama logo

What okama does best

  1. Web widgets for efficient frontier visualization, asset comparison, and adjusted monthly portfolio risk/return analysis.
  2. Python tools for constrained mean-variance optimization, multi-period efficient frontiers, rebalancing constraints, and portfolio simulations.
  3. Risk analysis with VaR, CVaR, semideviation, drawdowns, volatility, correlations, and related statistics.
  4. Monte Carlo simulations and wealth-index forecasts with percentile bands.
  5. Contribution and withdrawal modeling for portfolio paths and retirement scenarios.

All details

Every attribute we track for Financial Modeling Prep (FMP) and okama.
Show
Attribute
Financial Modeling Prep (FMP) logo
Financial Modeling Prep (FMP)
okama logo
okama
Coverage & fit
Asset types
StocksETFsMutual FundsFundsCurrenciesCryptosCommoditiesOther
StocksETFsCommoditiesCurrenciesMutual Funds
Experience
BeginnerIntermediateAdvanced
BeginnerIntermediateAdvanced
Target audience
Retail TradersPro RetailInstitutional InvestorsQuants/DevelopersAnalystsAsset ManagersHedge FundsStudents/Researchers
Not specified
Regions
North AmericaEuropeAPACLatAmMiddle EastAfrica
North AmericaEuropeAPACMiddle East
Coverage details
Identifiers: Ticker, CUSIP, ISIN, and CIK
Identifiers: Ticker
Data
Data freshness
StreamingReal-timeEnd of Day
End of Day
Data granularity
MinuteEOD
EOD
Pricing sources
Exchange
Not specified
Access & integrations
API protocols
RESTWebSocket
REST
API auth & delivery
Auth: APIKeySDKs: Python, R, and GoDocs
Auth: NoneSDKs: Python
Integrations
Excel Add-inGoogle Sheets Add-onPerplexity AIFinance ToolkitWisesheets
Not specified
Export formats
CSVJSON
Not specified
Plans & trust
Security & compliance
SOC2Status page
Not specified
Capability signals
Universe builderYield curves
VaR/ESMonte CarloRebalancingCorrelation
Vendor & support
Financial Modeling PrepSupport: Email and Chat
MBK Development LLCSupport: Forum
Curation ratings
Not specified
Methodology 4/5Reliability 4/5UX 3/5

Green tags are exclusive to that tool in this comparison.

Pricing

Plans, billing, free trials, and monthly prices.
Show
Plan-by-plan pricing comparison of Financial Modeling Prep (FMP) and okama
Tier
Financial Modeling Prep (FMP) logo
Financial Modeling Prep (FMP)
okama logo
okamaCheaper start
Free plan
Free“Basic”api calls per day: 250 · timeframe: End of Day · +3 more
Free
Entry paid plan
$264/yr≈ $22/mo“Starter”api calls per minute: 300 · historical years: 5 · +3 more
—
Tier 2
$708/yr≈ $59/mo“Premium”api calls per minute: 750 · historical years: 30 · +3 more
—
Top plan
$1788/yr≈ $149/mo“Ultimate”api calls per minute: 3,000 · historical years: 30+ · +3 more
—
Custom / enterprise
Contact sales“Enterprise”api calls per minute: 3,000+ · bandwidth30 day: 1TB+ · +1 more
—

Questions we keep getting

What's the difference between Financial Modeling Prep (FMP) and okama?

Financial Modeling Prep (FMP) leans toward screeners, APIs & data feeds, and news, while okama puts more weight on quant, data visualizations, and portfolio. They overlap in 3 categories, so for most people it comes down to workflow preference and price.

How much do Financial Modeling Prep (FMP) and okama cost?

Good news: both Financial Modeling Prep (FMP) and okama have free plans, so you can run them side by side and only pay if you hit a wall.

Do Financial Modeling Prep (FMP) and okama have APIs?

Yes, both offer API access, so developers and quants can pull data programmatically or wire up their own integrations.

Should I choose Financial Modeling Prep (FMP) or okama?

It depends on what you're after. Pick Financial Modeling Prep (FMP) if screeners and news matter to you; go with okama if you'd rather have quant and data visualizations. And if you only need the basics both share, let price decide.

What asset classes do Financial Modeling Prep (FMP) and okama cover?

Both cover stocks, ETFs, mutual funds, and currencies. Financial Modeling Prep (FMP) also handles funds, cryptos, and other.

Does Financial Modeling Prep (FMP) or okama have real-time data?

Financial Modeling Prep (FMP) offers real-time data, which matters if you trade actively. okama 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 Financial Modeling Prep (FMP) and okama?

Financial Modeling Prep (FMP) exports to CSV. okama is stingier about getting data out.

Which has a better stock screener: Financial Modeling Prep (FMP) or okama?

Financial Modeling Prep (FMP) has a stock screener for surfacing ideas; okama doesn't, and focuses its energy elsewhere.

Can I track my portfolio with Financial Modeling Prep (FMP) or okama?

okama handles portfolio tracking. Financial Modeling Prep (FMP) 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.