Capital Preservation with Asymmetric Upside: An Intelligent Use of Idle Cash During Underwriting Delays

By Matthew P. Jones, Ph.D.
CEO and Chief Investment Officer, Quants Compete LLC

Executive Summary

Private funds frequently encounter a familiar problem. Capital has been raised but cannot yet be deployed due to the timing of legal review or bank underwriting. During this 60 to 90 day delay, most fund managers park idle cash in a bank money market account earning the risk-free rate. On a $5 million reserve, that typically results in roughly $50,000 of interest income over 90 days.

What if instead of settling for the guaranteed rate, the fund was willing to risk only that interest? What if the downside was strictly capped and the upside meaningfully higher?

At Quants Compete, we offer a 90-day capital preservation strategy designed to meet that exact need. The approach combines the purchase of short-term Treasury bills with a tactical allocation to options. The strategy is built for 506(b) and 506(c) funds that must preserve capital but seek to generate incremental alpha on sidelined assets.


Strategy Overview

  • Allocate the full $5 million to purchase 90-day U.S. Treasury bills at a discount to face value
  • Upon maturity, the T-bills return the full $5 million
  • Use the discount, typically $60,000 to $65,000 depending on current yields, to fund the strategy’s advisory fee and a limited-risk options overlay
  • Any gains from the options layer accrue to the fund
  • The worst-case outcome is a loss equal to the advisory fee, approximately $12,000 over 90 days

Risk Disclosure

This strategy is designed to preserve principal while seeking incremental return through limited-risk option exposure. It is not without risk.

  • Capital Preservation: The strategy uses the majority of capital to purchase U.S. Treasury bills that mature at par. This portion is considered low risk and provides a known maturity value.
  • Options Risk: The overlay portion of the strategy involves options contracts, which can expire worthless. Any capital allocated to options is at risk of loss but is limited in advance and will not exceed the T-bill discount.
  • Advisory Fee Risk: Quants Compete charges a 0.95% annualized fee, billed monthly in arrears. This equates to approximately $12,000 over 90 days on a $5 million investment. If the option overlay returns zero, the advisory fee represents the worst-case outcome.
  • Liquidity Risk: If the underlying investment timeline accelerates and the fund needs to deploy capital early, it may not be advantageous to close out options positions prematurely. The options component is subject to market pricing and may be illiquid or mispriced near expiration. Early liquidation could lock in a loss or eliminate upside.

Funds should carefully evaluate their likely deployment timeline before committing capital to this approach.


Sample Outcomes

Here are three examples based on a $5 million commitment over 90 days:

ScenarioT-Bill Value at MaturityOptions Gain or LossAdvisory FeeTotal Ending Value
Worst Case$5,000,000$0-$12,000$4,988,000
Matching the Bank$5,000,000$62,000-$12,000$5,050,000
Upside Capture$5,000,000$112,000-$12,000$5,100,000

Figure: 90-Day Strategy Outcomes on $5M Investment.


Comparison with Traditional Approach

MetricBank MMF (4.25%)Quants Compete Strategy
Duration90 days90 days
Risk-Free Floor$5,053,125$4,988,000
Upside PotentialNoneAsymmetric, uncapped
Downside RiskNoneDefined, ~0.25% max loss
Use of FundsIdleFully allocated to working capital

How to Engage

Quants Compete works with 506(b) and 506(c) fund managers, including real estate, venture, and credit sponsors, to deploy short-term capital while preserving principal. Our approach is ideal for managers who:

  • Have closed capital from LPs but are waiting on final deployment
  • Want to improve IRR by earning on idle funds
  • Seek to protect LP capital with transparent, rules-based oversight

The onboarding process is fast. Funds remain in custody under the client’s name. Our firm acts as a fiduciary RIA and does not custody assets directly.

To explore this strategy further, schedule a 15-minute consultation at quantscompete.com/contact or email us directly at matthew.jones@quantscompete.com.


Compliance and Performance Disclaimer

This material is provided for informational purposes only and does not constitute an offer to buy or sell any securities. Quants Compete LLC is a registered investment advisor. Investments involve risk including possible loss of principal. Past performance is not indicative of future results. Nothing contained in this document should be construed as legal, tax, or investment advice.

This strategy is intended for accredited investors and qualified purchasers operating under Rule 506(b) or Rule 506(c). All prospective investors should conduct their own due diligence and consult appropriate legal or financial advisors prior to engaging.

Heikin Ashi Candlesticks

-Matthew P. Jones, Ph.D.

Heikin Ashi Candlesticks: A Smoother Perspective on Market Trends…

Unlike traditional candlesticks, Heikin Ashi applies a modified formula that averages price movements, helping to filter out noise and highlight trend direction.

🔹 How We Use Heikin Ashi?

Rather than use Heikin Ashi for short-term stock trading (our Firm believes in a longer-term “buy and hold” investment strategy), we use Heikin Ashi to aid us in covered call writing. Of course, we don’t rely exclusively on this tool. But, we have found it helpful in our overall decision making process. Some benefits over traditional candlesticks that we have noticed…

✅ Trends Are Easier to Spot – The smoothing effect reduces choppiness, making it clearer when a trend is strengthening or weakening.

✅ Better Covered Call Writing  – Writing a covered call only to watch the underlying stock price move upward is disappointing. Heikin Ashi helps us avoid this situation by pointing out trend reversals to the downside. This helps increase our chances of maximizing the premiums we collect for our clients.

💡 While not perfect for precise entry/exit points, Heikin Ashi can be a useful tool for confirming trends and reducing emotional trading decisions.

Bank Accounts vs Brokerage Accounts

-Matthew P. Jones, Ph.D.

Choosing how to manage your wealth starts with understanding the key differences between a bank savings account and an individual brokerage account.

An FDIC-insured bank savings account is designed to keep your cash secure. While you can earn some interest—especially by placing funds in a Certificate of Deposit (CD)—these accounts generally offer low returns and impose penalties for early withdrawals.

In contrast, an SIPC-insured individual brokerage account allows you to deposit cash just like a savings account but also provides access to a wide range of investment options, including stocks, bonds, options, futures, and forex.

If your goal is to achieve a higher return on investment (ROI) than a typical savings account offers, a brokerage account may be a better fit. However, with the potential for higher returns comes increased risk. Understanding this risk is essential when shaping your financial future. An investment advisor can help assess your financial goals, risk tolerance, and time horizon to determine the most suitable investment strategy—one that likely offers greater growth potential than a bank savings account.

The term “individual” brokerage account distinguishes it from retirement accounts such as Traditional IRAs or Roth IRAs. With an individual brokerage account, you invest using post-tax dollars, and your advisor manages these funds by investing in various securities. Any profits you take are subject to capital gains tax, and as with any investment, there is always a risk of loss.

The table below provides a general comparison of these two account types. After reviewing it, feel free to reach out with any questions or if you’d like to further explore if an individual brokerage account is right for you.

Table: Comparing the Features of a Bank Savings Account and an Individual Brokerage Account

FeatureSavings Account (FDIC Bank)Interactive Brokers (IBKR) Individual Account
PurposeSecurely store cash & earn interestInvest & trade securities (stocks, options, etc.)
Insurance & ProtectionFDIC-insured up to $250,000 per depositor, per bankSIPC-insured up to $500,000 ($250,000 for cash); does not protect against market losses
Risk ExposureLow-to-no market risk, but subject to inflation erosionExposed to market risks—investments can fluctuate in value
Interest Rates & ReturnsLow interest (0.5%-5% annualized)Higher interest on idle cash (above a certain threshold) & potentially high investment returns
Liquidity & AccessFunds are easily accessible (liquid), but may have withdrawal limits/penalties (e.g., 6 transfers/month)Withdrawals take 1-3 business days, and investments must be sold first (liquidation)
Market ExposureNo exposure—funds remain in cashFully exposed—securities can gain or lose value
Borrowing & MarginNo borrowing or margin tradingMargin trading available, allowing borrowing against investments
Best ForLow-risk saving, short-term cash storageInvesting & trading for higher potential returns