BEST INVESTING TOOLS COMPARISON

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Checked September 24, 2026

Tool Comparison

okama vs PortfoliosLab

Paid from
—
Free plan
Yes
Platforms
Web, API

Best if

  • You want monte carlo, ETF analysis, and macro data.
Paid from
$8.33/mo
Free plan
Yes
Platforms
Web, API

Best if

  • You want watchlist, factor exposure, and performance attribution.
  • You're a long-term investor who cares more about fundamentals than headlines

Pick okama if

okama logo

okama

okama.ioTested

Free · Web · API

  • You want monte carlo, ETF analysis, and macro data.

Pick PortfoliosLab if

PortfoliosLab logo

PortfoliosLab

portfolioslab.com

Free • From $100/yr · Web · API

  • You want watchlist, factor exposure, and performance attribution.
  • You're a long-term investor who cares more about fundamentals than headlines

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

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Our take

The bottom line

okama and PortfoliosLab cover a lot of the same ground (7 shared categories, including quant, data visualizations, and portfolio), so for the basics you won't go far wrong with either. PortfoliosLab simply does more: 17 categories to okama's 10, including watchlist, factor exposure, and performance attribution. okama counters by being completely free.

What readers say

okama

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PortfoliosLab

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Key differences at a glance

Broader coverage
PortfoliosLab17 vs 10 categories
Free plan
Both
See the full side-by-side table
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.
PortfoliosLab logo

What PortfoliosLab does best

  1. Backtest portfolios and single instruments with configurable rebalancing, benchmark comparisons, and longer historical windows on paid plans.
  2. Analysis of performance, drawdowns, volatility, VaR, CVaR, Sharpe, Sortino, Omega, Calmar, Martin, Treynor, and related risk-adjusted ratios.
  3. Comparison tools for stocks, ETFs, mutual funds, funds, crypto, and currency instruments across performance, risk, drawdown, and diversification views.
  4. Correlation, alpha and beta, factor, diversification, and optimization tools, including mean-variance, risk parity, HRP, and HERC.
  5. Screening for stocks, ETFs, and mutual funds with daily-recalculated filters, then export results where the selected plan allows it.

Side by side

Pricing & plans
Starting price
Free
Free • From $100/yr
Free tier
Yes
Yes
Free trial
—
—
Platforms & access
Web app
Yes
Yes
Mobile app
No
No
API access
Yes
Yes
Broker sync
No
No
Integrations
—
MCP, ChatGPT +1 more
Coverage & data
Asset types
StocksETFsCommoditiesCurrenciesMutual Funds
StocksETFsMutual FundsFundsCryptosCurrencies
Target audience
Not specified
Retail TradersPro RetailInstitutional InvestorsLong-term InvestorsIndex/Passive InvestorsQuants/DevelopersAnalystsFinancial Advisors
Data freshness
End of Day
End of Day
Data granularity
EOD
EOD

Pricing comparison

Tier
okamaCheaper start
Free plan
Free
Free
Entry paid plan
—
$100/yr≈ $8.33/mo“Plus”
Tier 2
—
$250/yr≈ $20.83/mo“Pro”
Top plan
—
$900/yr≈ $75/mo“Max”

See for yourself

Side by side

Price, platforms, data, and market coverage.
Show
Side-by-side comparison of okama and PortfoliosLab
Attribute
okama logo
okama
PortfoliosLab logo
PortfoliosLab
Pricing & plans
Starting price
FreeFree • From $100/yr
Free tier
YesYes
Free trial
——
Plan limits
—25 limits: Free: watchlists: 1, Free: watchlist symbols: 100 +23 more
Platforms & access
Web app
YesYes
Mobile app
NoNo
API access
YesYes
Broker sync
NoNo
Integrations
—MCP, ChatGPT +1 more
Audience & fit
Experience level
Beginner, Intermediate, AdvancedBeginner, Intermediate, Advanced
Best for
—Retail Traders, Pro Retail +6 more
Categories covered
1017
Regions
North America, Europe, APAC, Middle EastNorth America, Europe
Data & capabilities
Data quality
3 signals: Latency: End of Day, Granularity: EOD +1 more3 signals: Latency: End of Day, Granularity: EOD +1 more
Capabilities
4 signals: VaR/ES, Monte Carlo +2 more6 signals: Factor exposure, VaR/ES +4 more
Try itVisit okamaVisit PortfoliosLab

Standout features

The best features of okama and PortfoliosLab.
Show
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.
PortfoliosLab logo

What PortfoliosLab does best

  1. Backtest portfolios and single instruments with configurable rebalancing, benchmark comparisons, and longer historical windows on paid plans.
  2. Analysis of performance, drawdowns, volatility, VaR, CVaR, Sharpe, Sortino, Omega, Calmar, Martin, Treynor, and related risk-adjusted ratios.
  3. Comparison tools for stocks, ETFs, mutual funds, funds, crypto, and currency instruments across performance, risk, drawdown, and diversification views.
  4. Correlation, alpha and beta, factor, diversification, and optimization tools, including mean-variance, risk parity, HRP, and HERC.
  5. Screening for stocks, ETFs, and mutual funds with daily-recalculated filters, then export results where the selected plan allows it.

All details

Every attribute we track for okama and PortfoliosLab.
Show
Attribute
okama logo
okama
PortfoliosLab logo
PortfoliosLab
Coverage & fit
Asset types
StocksETFsCommoditiesCurrenciesMutual Funds
StocksETFsMutual FundsFundsCryptosCurrencies
Experience
BeginnerIntermediateAdvanced
BeginnerIntermediateAdvanced
Target audience
Not specified
Retail TradersPro RetailInstitutional InvestorsLong-term InvestorsIndex/Passive InvestorsQuants/DevelopersAnalystsFinancial Advisors
Regions
North AmericaEuropeAPACMiddle East
North AmericaEurope
Coverage details
Identifiers: Ticker
Countries: US and GBIdentifiers: Ticker
Data
Data freshness
End of Day
End of Day
Data granularity
EOD
EOD
Access & integrations
API protocols
REST
REST
API auth & delivery
Auth: NoneSDKs: Python
Auth: NoneDocs
Import methods
Not specified
ManualCSV
Integrations
Not specified
MCPChatGPTClaude
Plans & trust
Capability signals
VaR/ESMonte CarloRebalancingCorrelation
Factor exposureVaR/ESPerformance attributionRebalancingPortfolio factor exposureCorrelation
Vendor & support
MBK Development LLCSupport: Forum
PortfoliosLab Analytics FZCOCountry: United Arab EmiratesSupport: Email
Curation ratings
Methodology 4/5Reliability 4/5UX 3/5
Not specified

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 okama and PortfoliosLab
Tier
okama logo
okamaCheaper start
PortfoliosLab logo
PortfoliosLab
Free plan
Free
Freewatchlists: 1 · watchlist symbols: 100 · +4 more
Entry paid plan—
$100/yr≈ $8.33/mo“Plus”watchlists: 5 · private portfolios: 5 · +4 more
Tier 2—
$250/yr≈ $20.83/mo“Pro”watchlists: 10 · private portfolios: Unlimited · +4 more
Top plan—
$900/yr≈ $75/mo“Max”watchlists: 10 · watchlist symbols: 2,000 · +5 more

Questions we keep getting

What's the difference between okama and PortfoliosLab?

okama leans toward quant, data visualizations, and portfolio, while PortfoliosLab puts more weight on portfolio, watchlist, and backtesting. They overlap in 7 categories, so for most people it comes down to workflow preference and price.

How much do okama and PortfoliosLab cost?

Good news: both okama and PortfoliosLab have free plans, so you can run them side by side and only pay if you hit a wall.

Do okama and PortfoliosLab have APIs?

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

Should I choose okama or PortfoliosLab?

It depends on what you're after. Pick okama if monte carlo and ETF analysis matter to you; go with PortfoliosLab if you'd rather have watchlist and factor exposure. And if you only need the basics both share, let price decide.

What asset classes do okama and PortfoliosLab cover?

Both cover stocks, ETFs, currencies, and mutual funds. okama also handles commodities. PortfoliosLab adds funds and cryptos on top.

Which has a better stock screener: okama or PortfoliosLab?

PortfoliosLab has a stock screener for surfacing ideas; okama doesn't, and focuses its energy elsewhere.

Can I track my portfolio with okama or PortfoliosLab?

Yes, both do portfolio tracking: holdings, performance, and allocation in one place.

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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.