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Investment Performance Analysis

Measuring the Immeasurable

A comprehensive guide to evaluating hedge fund strategies. From Alpha generation to handling complex cash flows, understand the metrics that matter.

Hedge Fund Performance Metrics Infographic

Core Performance Metrics

The mathematical lens through which we evaluate risk-adjusted returns.

Sharpe Ratio

(Rp - Rf) / σp

The industry standard for risk-adjusted return. It measures excess return per unit of total risk (volatility). A higher ratio indicates better historical risk-adjusted performance.

Sortino Ratio

(Rp - Rf) / σd

Similar to Sharpe, but only penalizes downside volatility. This is crucial for hedge funds, as upside volatility (unexpected high gains) is generally desirable.

Alpha (α)

Rp - [Rf + β(Rm - Rf)]

The measure of active return on an investment. It gauges the performance of an investment against a market index or benchmark which is considered to represent the market's movement as a whole.

Beta (β)

Cov(Rp, Rm) / Var(Rm)

A measure of the volatility—or systematic risk—of a security or portfolio compared to the market as a whole. A beta of 1.5 implies the asset is 50% more volatile than the market.

Maximum Drawdown

Min(Peak to Trough)

The maximum observed loss from a peak of a portfolio, before a new peak is attained. It is a key indicator of downside risk over a specified time period.

Information Ratio

(Rp - Rb) / Tracking Error

Measures portfolio returns beyond the returns of a benchmark, compared to the volatility of those returns. Ideally, you want a high excess return with low tracking error.

Accounting for Cash Flows

Timing matters. How we handle deposits and withdrawals drastically changes the performance picture.

Manager Focused

Time-Weighted Return (TWR)

Calculates the compound rate of growth over a period. It eliminates the distorting effects of cash inflows and outflows.

Isolates manager's skill from client timing
Standard for comparing fund managers
Links sub-period returns geometrically
Indifferent to the size of AUM at any point
Investor Focused

Money-Weighted Return (MWR)

Essentially the Internal Rate of Return (IRR). It accounts for the size and timing of cash flows, reflecting the actual experience of the investor.

Reflects actual wealth generation
Heavily impacted by timing of deposits
Good for evaluating personal portfolio growth
Penalizes managers if they call capital before a dip

The "Cash Drag" Dilemma

In hedge funds, managing cash flow is critical. A large inflow of cash (subscription) creates "cash drag"—diluting performance until deployed. Managers often use Subscription Lines or Equalization methods to ensure new investors don't dilute existing returns or inherit unrealized gains unfairly.

Solution 1Equalization Credits
Solution 2Series Accounting
Fund Return+12.5%
Investor A (Early)+12.5%
Investor B (Late Entry)+4.2%
*Without TWR, timing dictates the outcome.

Benchmark Selection

You can't hit a target you haven't defined. Picking the right yardstick is an art form.

Strategy Alignment

Long/Short EquityCorrelation: High

Often benchmarked against broad equity indices like the S&P 500 or MSCI World, sometimes with a beta-adjustment (e.g., 50% S&P 500).

S&P 500Russell 2000
Global MacroCorrelation: Low

Hard to benchmark due to flexibility. Often uses an "Absolute Return" hurdle (e.g., Cash + 5%) or a composite of global bonds/equities.

Risk-Free Rate + Spread60/40 Global
Distressed DebtCorrelation: Med

Benchmarked against High Yield indices or specific Distressed Debt peer group indices.

ICE BofA High YieldHFRX Distressed

The "SAMURAI" Check

A good benchmark must adhere to strict properties to be valid.

Specified in Advance

The benchmark cannot be cherry-picked after seeing the results.

Appropriate

It must reflect the manager's investment style and geographic focus.

Measurable

Its value can be determined on a frequent basis.

Unambiguous

The identities and weights of securities are clearly defined.

Investable

It represents an alternative the investor could actually purchase (e.g., an ETF).

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