VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Monday, November 10, 2025

Tool Comparison

Office of Financial Research (U.S. Treasury) vs okama comparison

Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.

Quick takeaways

Office of Financial Research (U.S. Treasury) adds APIs & SDKs, Yield Curves, Scores, Market Sentiment, Fund Holdings, and Blogs coverage that okama skips.

okama includes Quant, Portfolio, Correlation, Backtesting, Risk Metrics (VaR/ES/Drawdown), Monte Carlo, ETF Performance, and Inflation Rates categories that Office of Financial Research (U.S. Treasury) omits.

In depth comparison

Office of Financial Research (U.S. Treasury)

financialresearch.gov

U.S. Treasury’s OFR publishes free, methods‑backed monitors and datasets (Short‑term Funding Monitor, U.S. Money Market Fund Monitor, Bank Systemic Risk Monitor, and the daily OFR Financial Stress Index). STFM and HFM provide open JSON APIs (no keys), CSV downloads are available from some monitors. Updates are end‑of‑day with documented lags (e.g., FSI ~T+2 business days; repo series T+1/T+2 depending on segment).

Platforms

WebAPI

Pricing

Free

Quick highlights

Short‑term Funding Monitor (STFM): curated repo/CP/CD/FF market charts plus **open REST API** (JSON, HTTPS) with series search, metadata, and spread endpoints; no tokens required.
U.S. Money Market Fund Monitor: interactive holdings transparency by asset type, counterparty, country; per‑chart **CSV download**.
Hedge Fund Monitor (HFM): aggregated Form PF and related series via an **open REST API** (JSON) organized by datasets and mnemonics.
OFR Financial Stress Index (FSI): **daily** global market‑based stress index built from 33 variables; FSI values publish with a ~**two‑business‑day** lag.
Bank Systemic Risk Monitor: G‑SIB scores/surcharges, OFR Contagion Index, leverage/assets/equity; clear notes on refresh cadence (e.g., Basel scores annually, contagion index quarterly).

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okama

okama.io

Hands-on review

Free open-source toolkit for portfolio analysis and market data. Okama offers web widgets, an API, and a Python library with efficient frontiers, risk metrics, and Monte Carlo simulations. Market and macro data is available end-of-day, with live prices delayed by ~15–20 minutes.

Platforms

WebAPI

Pricing

Free

Quick highlights

Interactive Efficient Frontier (mean–variance) widget for quick visualization.
Compare-assets widget covering returns, drawdowns, CVaR, and correlations.
Portfolio widget built on adjusted monthly data for risk/return analysis.
Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns.
Monte Carlo simulations and wealth-index forecasts with percentile bands.

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Where they differ

Office of Financial Research (U.S. Treasury)

Distinct strengths include:

APIs & SDKs Yield Curves Scores Market Sentiment Fund Holdings Blogs

Short‑term Funding Monitor (STFM): curated repo/CP/CD/FF market charts plus **open REST API** (JSON, HTTPS) with series search, metadata, and spread endpoints; no tokens required.
U.S. Money Market Fund Monitor: interactive holdings transparency by asset type, counterparty, country; per‑chart **CSV download**.
Hedge Fund Monitor (HFM): aggregated Form PF and related series via an **open REST API** (JSON) organized by datasets and mnemonics.
OFR Financial Stress Index (FSI): **daily** global market‑based stress index built from 33 variables; FSI values publish with a ~**two‑business‑day** lag.

okama

Distinct strengths include:

Quant Portfolio Correlation Backtesting Risk Metrics (VaR/ES/Drawdown)Monte Carlo ETF Performance Inflation Rates

Interactive Efficient Frontier (mean–variance) widget for quick visualization.
Compare-assets widget covering returns, drawdowns, CVaR, and correlations.
Portfolio widget built on adjusted monthly data for risk/return analysis.
Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns.

Feature-by-feature breakdown

Attribute	Office of Financial Research (U.S. Treasury)	okama
Categories Which research workflows each platform targets	Shared: Data APIs, Interest Rates, Data Visualizations Unique: APIs & SDKs, Yield Curves, Scores, Market Sentiment, Fund Holdings, Blogs	Shared: Data APIs, Interest Rates, Data Visualizations Unique: Quant, Portfolio, Correlation, Backtesting, Risk Metrics (VaR/ES/Drawdown), Monte Carlo, ETF Performance, Inflation Rates
Asset types Supported asset classes and universes	Bonds, Mutual Funds, Hedge Funds	Stocks, ETFs, Commodities, Currencies, Mutual Funds
Experience levels Who each product is built for	Beginner, Intermediate, Advanced	Beginner, Intermediate, Advanced
Platforms Where you can access the product	Web, API	Web, API
Pricing High-level pricing models	Free	Free
Key features Core capabilities called out by each vendor	Unique Short‑term Funding Monitor (STFM): curated repo/CP/CD/FF market charts plus open REST API (JSON, HTTPS) with series search, metadata, and spread endpoints; no tokens required. U.S. Money Market Fund Monitor: interactive holdings transparency by asset type, counterparty, country; per‑chart CSV download. Hedge Fund Monitor (HFM): aggregated Form PF and related series via an open REST API (JSON) organized by datasets and mnemonics. OFR Financial Stress Index (FSI): daily global market‑based stress index built from 33 variables; FSI values publish with a ~two‑business‑day lag. Bank Systemic Risk Monitor: G‑SIB scores/surcharges, OFR Contagion Index, leverage/assets/equity; clear notes on refresh cadence (e.g., Basel scores annually, contagion index quarterly). U.S. Repo Markets Data Release: preliminary series posted most weekdays (~3 p.m. ET) with T+1 (cleared) and T+2 (tri‑party) lags; quarterly validated ‘final’ releases.	Unique Interactive Efficient Frontier (mean–variance) widget for quick visualization. Compare-assets widget covering returns, drawdowns, CVaR, and correlations. Portfolio widget built on adjusted monthly data for risk/return analysis. Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns. Monte Carlo simulations and wealth-index forecasts with percentile bands. Free end-of-day market and macroeconomic data via API, including equities, ETFs, mutual funds, commodities, currencies, indexes, inflation, policy rates, and CAPE10 ratios.
Tested Verified by hands-on testing inside Find My Moat	Not yet	Yes
Editor pick Featured inside curated shortlists	Standard listing	Standard listing

Frequently Asked Questions

Which workflows do Office of Financial Research (U.S. Treasury) and okama both support?

Both platforms cover Data APIs, Interest Rates, and Data Visualizations workflows, so you can research those use cases in either tool before digging into the feature differences below.

Do Office of Financial Research (U.S. Treasury) and okama require subscriptions?

Both Office of Financial Research (U.S. Treasury) and okama keep freemium access with optional paid upgrades, so you can trial each platform before committing.

How can you access Office of Financial Research (U.S. Treasury) and okama?

Both Office of Financial Research (U.S. Treasury) and okama prioritize web or desktop access. Investors wanting a mobile-first workflow may need to rely on responsive web views.

What unique strengths set the two platforms apart?

Office of Financial Research (U.S. Treasury) differentiates itself with Short‑term Funding Monitor (STFM): curated repo/CP/CD/FF market charts plus **open REST API** (JSON, HTTPS) with series search, metadata, and spread endpoints; no tokens required., U.S. Money Market Fund Monitor: interactive holdings transparency by asset type, counterparty, country; per‑chart **CSV download**., and Hedge Fund Monitor (HFM): aggregated Form PF and related series via an **open REST API** (JSON) organized by datasets and mnemonics., whereas okama stands out for Interactive Efficient Frontier (mean–variance) widget for quick visualization., Compare-assets widget covering returns, drawdowns, CVaR, and correlations., and Portfolio widget built on adjusted monthly data for risk/return analysis..

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