BEST INVESTING TOOLS COMPARISON

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Checked September 24, 2026

Tool Comparison

okama vs Portfolio123

Paid from
—
Free plan
Yes
Platforms
Web, API

Best if

  • You want risk metrics, monte carlo, and ETF analysis.
Paid from
$25/mo
Free plan
Yes
Platforms
Web, API, Desktop

Best if

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

Pick okama if

okama logo

okama

okama.ioTested

Free · Web · API

  • You want risk metrics, monte carlo, and ETF analysis.

Pick Portfolio123 if

Portfolio123 logo

Portfolio123

portfolio123.comTested

Free • From $300/yr · Web · API · Desktop

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

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 Portfolio123 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. Portfolio123 simply does more: 19 categories to okama's 10, including screeners, stock ideas, and scores. okama counters by being completely free.

What readers say

okama

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Portfolio123

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Key differences at a glance

Real-time data
Portfolio123
Broader coverage
Portfolio12319 vs 10 categories
Desktop app
Portfolio123
Broker sync
Portfolio123
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.
Portfolio123 logo

What Portfolio123 does best

  1. Build multifactor ranking systems, stock screens, ETF screens, and rules-based strategies.
  2. Run simulations with custom universes, buy and sell rules, position sizing, hedging, rebalancing, slippage, and commissions.
  3. Point-in-time data designed to avoid survivorship and look-ahead bias, with fundamentals, estimates, corporate actions, sector and industry classifications, and historical issues.
  4. Create ranking systems from fundamental, technical, sentiment, and macro factors, including public factor documentation and FRED-linked economic series.
  5. AI Factor to train machine-learning predictors for expected returns and feed those predictions into rankings, simulations, and asset-level analysis.

Side by side

Pricing & plans
Starting price
Free
Free • From $300/yr
Free tier
Yes
Yes
Free trial
—
—
Platforms & access
Web app
Yes
Yes
Desktop app
No
Yes
Mobile app
No
No
API access
Yes
Yes
Broker sync
No
Yes
Integrations
—
Interactive Brokers and Tradier
Coverage & data
Asset types
StocksETFsCommoditiesCurrenciesMutual Funds
StocksETFsClosed-End Funds
Target audience
Not specified
Retail TradersPro RetailInstitutional InvestorsAnalystsQuants/DevelopersFinancial AdvisorsStudents/Researchers
Data freshness
End of Day
Real-timeEnd of Day
Data granularity
EOD
EOD
Export formats
Not specified
CSVJSON

Pricing comparison

Tier
okamaCheaper start
Free plan
Free
Free“Manage (Free)”
Entry paid plan
—
$300/yr≈ $25/mo“Screener (Annual)”
Tier 2
—
$35/mo“Screener (Monthly)”
Tier 3
—
$1000/yr≈ $83.33/mo“Backtest (Annual)”
Tier 4
—
$116/mo“Backtest (Monthly)”
Tier 5
—
$1500/yr≈ $125/mo“Portfolio (Annual)”
Tier 6
—
$174/mo“Portfolio (Monthly)”
Tier 7
—
$2400/yr≈ $200/mo“Ultimate (Annual)”
Top plan
—
$278/mo“Ultimate (Monthly)”
Custom / enterprise
—
Contact sales“Professional / API & Data Licenses”

See for yourself

Side by side

Price, platforms, data, and market coverage.
Show
Side-by-side comparison of okama and Portfolio123
Attribute
okama logo
okama
Portfolio123 logo
Portfolio123
Pricing & plans
Starting price
FreeFree • From $300/yr
Free tier
YesYes
Free trial
——
Plan limits
—25 limits: Free Screener & Backtesting Access: duration days: 30, Screener (Annual): backtest history years: 5 +23 more
Platforms & access
Web app
YesYes
Desktop app
NoYes
Mobile app
NoNo
API access
YesYes
Broker sync
NoYes
Integrations
—Interactive Brokers and Tradier
Audience & fit
Experience level
Beginner, Intermediate, AdvancedBeginner, Intermediate, Advanced
Best for
—Retail Traders, Pro Retail +5 more
Categories covered
1019
Regions
North America, Europe, APAC, Middle EastNorth America, Europe
Data & capabilities
Data quality
3 signals: Latency: End of Day, Granularity: EOD +1 more5 signals: Latency: Real-time and End of Day, Granularity: EOD +3 more
Data partners
—4 partners: FactSet, S&P Global Market Intelligence +2 more
Capabilities
4 signals: VaR/ES, Monte Carlo +2 more6 signals: Custom formulas, Ranking backtests +4 more
Try itVisit okamaVisit Portfolio123

Standout features

The best features of okama and Portfolio123.
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.
Portfolio123 logo

What Portfolio123 does best

  1. Build multifactor ranking systems, stock screens, ETF screens, and rules-based strategies.
  2. Run simulations with custom universes, buy and sell rules, position sizing, hedging, rebalancing, slippage, and commissions.
  3. Point-in-time data designed to avoid survivorship and look-ahead bias, with fundamentals, estimates, corporate actions, sector and industry classifications, and historical issues.
  4. Create ranking systems from fundamental, technical, sentiment, and macro factors, including public factor documentation and FRED-linked economic series.
  5. AI Factor to train machine-learning predictors for expected returns and feed those predictions into rankings, simulations, and asset-level analysis.

All details

Every attribute we track for okama and Portfolio123.
Show
Attribute
okama logo
okama
Portfolio123 logo
Portfolio123
Coverage & fit
Asset types
StocksETFsCommoditiesCurrenciesMutual Funds
StocksETFsClosed-End Funds
Experience
BeginnerIntermediateAdvanced
BeginnerIntermediateAdvanced
Target audience
Not specified
Retail TradersPro RetailInstitutional InvestorsAnalystsQuants/DevelopersFinancial AdvisorsStudents/Researchers
Regions
North AmericaEuropeAPACMiddle East
North AmericaEurope
Coverage details
Identifiers: Ticker
Countries: US and CAIdentifiers: Ticker
Data
Data freshness
End of Day
Real-timeEnd of Day
Data granularity
EOD
EOD
Data partners
Not specified
FactSetS&P Global Market IntelligenceICE Data ServicesFRED
Access & integrations
API protocols
REST
REST
API auth & delivery
Auth: NoneSDKs: Python
Auth: APIKeyDocs
Import methods
Not specified
BrokerOAuthCSV
Integrations
Not specified
Interactive BrokersTradier
Export formats
Not specified
CSVJSON
Plans & trust
Capability signals
VaR/ESMonte CarloRebalancingCorrelation
Custom formulasRanking backtestsUniverse builderBroker syncRebalancingCorrelation
Vendor & support
MBK Development LLCSupport: Forum
Portfolio123Support: Forum
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 Portfolio123
Tier
okama logo
okamaCheaper start
Portfolio123 logo
Portfolio123
Free plan
Free
Free“Manage (Free)”
Entry paid plan—
$300/yr≈ $25/mo“Screener (Annual)”backtest history years: 5 · resource units: 400 · +1 more
Tier 2—
$35/mo“Screener (Monthly)”backtest history years: 5 · resource units: 400 · +1 more
Tier 3—
$1000/yr≈ $83.33/mo“Backtest (Annual)”backtest history years: 10 · resource units: 1,000 · +1 more
Tier 4—
$116/mo“Backtest (Monthly)”backtest history years: 10 · resource units: 1,000 · +1 more
Tier 5—
$1500/yr≈ $125/mo“Portfolio (Annual)”backtest history years: 15 · resource units: 5,000 · +1 more
Tier 6—
$174/mo“Portfolio (Monthly)”backtest history years: 15 · resource units: 5,000 · +1 more
Tier 7—
$2400/yr≈ $200/mo“Ultimate (Annual)”backtest history years: 20 · resource units: 10,000 · +1 more
Top plan—
$278/mo“Ultimate (Monthly)”backtest history years: 20 · resource units: 10,000 · +1 more
Custom / enterprise—
Contact sales“Professional / API & Data Licenses”

Questions we keep getting

What's the difference between okama and Portfolio123?

okama leans toward quant, data visualizations, and portfolio, while Portfolio123 puts more weight on screeners, data visualizations, and quant. They overlap in 7 categories, so for most people it comes down to workflow preference and price.

How much do okama and Portfolio123 cost?

Good news: both okama and Portfolio123 have free plans, so you can run them side by side and only pay if you hit a wall.

Do okama and Portfolio123 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 Portfolio123?

It depends on what you're after. Pick okama if risk metrics and monte carlo matter to you; go with Portfolio123 if you'd rather have screeners and stock ideas. And if you only need the basics both share, let price decide.

What asset classes do okama and Portfolio123 cover?

Both cover stocks and ETFs. okama also handles commodities, currencies, and mutual funds. Portfolio123 adds closed-end funds on top.

Does okama or Portfolio123 have real-time data?

Portfolio123 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 okama and Portfolio123?

Portfolio123 exports to CSV. okama is stingier about getting data out.

Can okama or Portfolio123 connect to my broker?

Portfolio123 syncs with brokers automatically. With okama, you're entering holdings by hand or importing files.

Which has a better stock screener: okama or Portfolio123?

Portfolio123 has a stock screener for surfacing ideas; okama doesn't, and focuses its energy elsewhere.

Can I track my portfolio with okama or Portfolio123?

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.