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Why alternative investment performance is hard to judge

Alternative investments put money in and take it out at irregular times, often use borrowed money, are valued by models rather than market prices, and charge layered fees. So their returns follow a life cycle (the J-curve), look smoother than reality and differ by investor.

6 min cram, 28 min full read. Based on the 2027 CFA® Program Level I curriculum, Alternative Investments, Learning Module 2. Also part of the 2026 curriculum, so it applies to the November 2026 exam too.

Tailor this to you: take the self-assessment

Before this: Alternative Investment Features, Methods and Structures, Returns of Financial Assets

On the exam

  • Describe the performance appraisal of alternative investments

Describe the performance appraisal of alternative investments. Expect the three life cycle phases and the J-curve, which fair value level applies to a given asset, and why model-based valuations understate volatility.

How deeply to learn each part
Know the idea
Understand it in general. It frames other topics, but you will not calculate with it.
Use it
Understand it well enough to solve a question with it. Recognize when it applies.
Memorize
Learn it by heart. The exam will not give it to you.

You know this one. The full lesson is folded away. The takeaways, formulas and checkpoint below are your quick refresher, and the checkpoint is a fair test of whether you still do.

You tested strong here. The full lesson is folded away. The takeaways, formulas and checkpoint below are your quick refresher, and the checkpoint is a fair test of whether you still know it.

Cram mode: the one-screen version of this lesson. Switch to Full for the explanations, worked examples and interactives.

Why can’t you compare an alternative fund with a stock index the usual way?

A stock index is easy to compare against because everything about it is standard. Alternatives are customized, and four features break the usual comparison: when money goes in and out, borrowed funds, how positions are valued, and the fee arrangement.

Public stocks and bondsAlternative investments
Claimstandardized, identical claimscustomized, one of a kind
Pricescontinuous, quotedinfrequent, often estimated
Capitalpay once, no further callscommitted up front, called over time
Peers and indexlarge peer groups, common benchmarksfew peers, no obvious benchmark
Return shapeclose to normalusually less normally distributed

The performance appraisal of alternatives therefore needs more scrutiny. Because the return distribution is usually less normal, the risk and return measures built for stocks and bonds fit less well.

What four things should you check?

When you appraise an alternative investment, look at four areas in turn: where the investment is in its life cycle, how much borrowed money it uses, how its assets are valued, and how it charges fees. The rest of this module takes each in turn: life cycle and valuation here, leverage in the third lesson, fees in the fourth and fifth.

What to check when appraising an alternative investment
Alternative investment performance appraisalpublic securities have continuous prices, standard claims and big peer groups; alternatives have none of these by default
  • Life cycle phase Memorize cash flows in and out at irregular times
  • Use of borrowed funds Memorize leverage magnifies gains and losses
  • Valuation of positions Memorize often model-based, not market prices
  • Fee structure Memorize complex, and different investors pay differently

Taxes and accounting treatment also differ from ordinary securities. Over long holding periods the tax treatment can change after-tax results by a meaningful amount.

What is the investment life cycle and the J-curve?

The investment life cycle of an alternative investment is longer than that of a stock or bond and runs through three phases with different cash flow patterns. These phases are what make a period-by-period comparison unfair: the same fund looks very different depending on when you measure it.

Memorize

The three phases of the investment life cycle
Investment life cyclelonger than for stocks and bonds; returns trace a J
  • Capital commitment Memorize manager selects deals and calls capital; fees start; returns negative
  • Capital deployment Memorize money is put to work and assets are improved; outflows still exceed inflows, but returns start to climb
  • Capital distribution Memorize assets mature and are sold, cash goes back to investors; returns accelerate, then level off

During capital commitment , the manager picks deals and calls capital, either at once or later, and may invest in an early-stage company (venture capital), a mature firm (private equity) or properties (real estate). Fees and expenses start straight away, while the assets earn little or nothing, so returns are negative.

During capital deployment , the manager puts the money to work: building or improving properties, turning a company around, or launching a start-up. Cash outflows still exceed inflows and management fees continue to weigh on returns, but as the investments take shape the return line turns and starts to climb.

During capital distribution , the plan has worked: assets have appreciated or are producing income above their costs, and the fund sells them, perhaps through an initial public offering or a property sale. Returns accelerate, then level off as cash goes back to investors and the fund closes.

The path that results resembles the letter J: negative returns during commitment, a climb that gathers pace as the investments mature, and a leveling off as capital is distributed and the fund closes. That is the J-curve effect .

InteractiveThe J-curve: a private fund's return through its life

Try this 0 of 3

  • Move the year marker to the bottom of the J
  • Find the first year the cumulative return is above zero
  • Switch to market-based values and compare the volatility
Cumulative net return, year 5+18%
Return in year 5+13.46%
Volatility of annual returns6.2%

Capital distribution: Investments mature and are sold, and cash comes back to investors. Returns accelerate, then level off as the fund closes.

  • Reported (Level 3 marks)
  • Market-based values
CommitmentDeploymentDistribution−20%0%20%40%60%012345678910Year+18%

Both lines start at −4% and end at +59%. The shaded area under zero is the dip of the J.

Show working

Phases: commitment (years 0 to 2), deployment (2 to 4), distribution (4 to 10).

Return in year 5 = (1 + cumulative return at year 5) ÷ (1 + cumulative return at year 4) − 1 = 1.18 ÷ 1.04 − 1 = +13.46%

Year's return on your calculator
  1. 1.18÷1.04−1=0.1346, so 13.46%
  1. 1.18ENTER1.04÷1−0.1346, so 13.46%

ENTER enter (on the HP, puts the number on the stack)

Annual returns, reported: −4.2, −1.1, 4.4, 9.5, 13.5, 13.6, 10.4, 4.7, 1.9, 0.6 (%). Sample standard deviation 6.18%.

Annual returns, market-based: −1.0, −8.4, 13.8, −1.0, 26.5, 2.4, 20.5, −1.3, 6.6, −1.2 (%). Sample standard deviation 11.14%.

Same start, same end, so the average return barely changes. Only the measured risk does: smoothing makes volatility look about 55% of its market-based size.

Early losses are normal; smooth marks hide risk, not remove it.

A fund’s early losses are therefore not evidence that it is a bad fund. To compare funds fairly, compare those with the same vintage year , which is the year of first investment. Then both are in the same phase. Annual returns or returns since inception for the same vintage year give the most accurate comparison. Lockups and illiquidity also mean an investor often cannot sell after seeing weak results.

Exam tip If a question shows negative returns for a young private equity fund, the J-curve is the answer. If it shows a smooth path for an illiquid fund, think valuation.

Go deeper Why IRR is the usual starting point

Because cash goes in and out at different times, and the manager controls when capital is called and returned, the internal rate of return (IRR) is the usual first measure for private equity and real estate. It uses the timing and size of every cash flow, including tax effects. Its assumptions (a financing rate for outflows and a reinvestment rate for inflows) are covered in the next lesson and in the Corporate Issuers topic.

How are alternative assets valued, and why does that smooth returns?

Accounting rules require investments to be recorded at fair value : the price market participants would use to exchange the asset in an orderly transaction at a specific time (the exit price for a seller). The inputs used to get there follow a three-level fair value hierarchy .

The fair value hierarchy
Fair value inputshow observable the inputs are
  • Level 1 Memorize quoted prices for identical assets, such as listed shares
  • Level 2 Memorize other observable inputs, such as an over-the-counter swap priced from market rates
  • Level 3 Memorize unobservable inputs and models, such as private equity and private real estate
    • Values stay near cost and move slowly returns look smoothed
    • Reported volatility and correlation are understated needs more due diligence

Public stocks and bonds are mostly Level 1. Private equity and private real estate rely on Level 3 inputs : cash flow projections and other models with assumptions that cannot be observed in the market.

This matters for performance. Once a fund has drawn its capital and no cash is moving in or out, there is little new market information, so accounting values can sit at or near cost and change only on an impairment or a sale. The result is return smoothing : reported returns look steadier than the underlying value really is, and the volatility of returns and their correlation with other assets look lower than they would be if the assets were sold. A more realistic picture can appear if a manager is forced to liquidate early.

A model may reflect a theoretical value rather than what a buyer would actually pay. A manager should therefore have the model independently tested, benchmarked and calibrated to accepted standards, and should document in-house valuation procedures and apply them consistently, because conflicts of interest can affect estimates. As a rule, any vehicle with a lot of Level 3 assets deserves extra scrutiny and due diligence.

Go deeper The fees point in one paragraph

The fourth check is covered in detail later. The key idea for appraisal is that two investors in the same fund can earn different net returns. An investor who commits more capital early, or accepts tighter redemption limits, may pay lower incentive fees. An investor who enters after a sharp drop can owe fees on the recovery, while an earlier investor who suffered the drop may owe none for the same period.

Memorize this

MemorizeFour things to check

Memory hook LBVF: Life cycle, Borrowing, Valuation, Fees.

Know it cold Life cycle phase, use of borrowed funds, valuation of positions, fee structure.

MemorizeLife cycle and the J-curve

PhaseWhat happensReturns
Capital commitmentdeals chosen, capital called, fees startnegative
Capital deploymentmoney invested, assets improvedoutflows exceed inflows; returns start to climb
Capital distributionassets sold, cash returnedaccelerate, then level off as the fund closes

Memory hook Commit, Deploy, Distribute: fees come first, gains come last, so the line dips then climbs like the letter J.

Know it cold Negative early returns are normal. Compare funds of the same vintage year (year of first investment).

MemorizeFair value hierarchy

LevelInputsExample
1quoted prices, identical assetlisted shares
2other observable inputsover-the-counter (OTC) swap priced from market rates
3unobservable, model-basedprivate equity, private real estate

Memory hook Level number = distance from a screen price: 1 is on the screen, 2 is one step away, 3 is a model.

Know it cold Level 3 values smooth returns: volatility and correlation are understated.

What to check when appraising an alternative investment
Alternative investment performance appraisalpublic securities have continuous prices, standard claims and big peer groups; alternatives have none of these by default
  • Life cycle phase Memorize cash flows in and out at irregular times
  • Use of borrowed funds Memorize leverage magnifies gains and losses
  • Valuation of positions Memorize often model-based, not market prices
  • Fee structure Memorize complex, and different investors pay differently
The three phases of the investment life cycle
Investment life cyclelonger than for stocks and bonds; returns trace a J
  • Capital commitment Memorize manager selects deals and calls capital; fees start; returns negative
  • Capital deployment Memorize money is put to work and assets are improved; outflows still exceed inflows, but returns start to climb
  • Capital distribution Memorize assets mature and are sold, cash goes back to investors; returns accelerate, then level off
The fair value hierarchy
Fair value inputshow observable the inputs are
  • Level 1 Memorize quoted prices for identical assets, such as listed shares
  • Level 2 Memorize other observable inputs, such as an over-the-counter swap priced from market rates
  • Level 3 Memorize unobservable inputs and models, such as private equity and private real estate
    • Values stay near cost and move slowly returns look smoothed
    • Reported volatility and correlation are understated needs more due diligence

How it is asked

  1. Why early returns are negative

    In the early years of a private equity fund, returns are typically negative mainly because...

    Fees and costs come before the investments produce gains (J-curve). Trap: "the general partner has not charged fees yet".

  2. Which valuation level

    Fair value of a private real estate fund's buildings would most likely use...

    Level 3 inputs. Trap: Level 1 or 2 for private assets.

  3. Effect of model-based valuation

    Reported returns of illiquid assets valued by models most likely...

    Understate true volatility (and correlation). Trap: "reflect it accurately".

  4. Matching funds fairly

    What is the better basis for comparing two private equity funds?

    Same vintage year, so both are in the same life cycle phase.

Exam traps

  • Reading early negative returns as failure. They are the J-curve: fees come before gains.
  • Treating smoothed Level 3 returns as genuinely low risk. They hide volatility, they do not remove it.
  • Placing private equity or private real estate in Level 1 or Level 2. They are Level 3.
  • Blaming the absolute size of the fee for the comparison problem. It is the complexity of the fee arrangement, and that different investors pay different amounts.

Checkpoint

5 exam-style questions. About 90 seconds each.

  1. 1In the early years of a private equity fund, returns are typically negative mainly because:

  2. 2Fair value measurement for the buildings held by a private real estate fund would most likely use:

  3. 3Returns reported for illiquid alternative investments valued by models most likely:

  4. 4An analyst wants to compare the performance of two private equity funds. The comparison is most likely to be fair if the funds:

  5. 5Which of the following is least likely a reason that comparing an alternative fund with a listed equity index is difficult?

Key takeaways

  • Appraise alternatives by life cycle, use of borrowed funds, valuation and fees.
  • J-curve: negative early returns, then a rise as investments mature and are sold.
  • Level 3 valuations smooth returns and understate volatility; heavy Level 3 exposure calls for extra due diligence.
  • Compare funds of the same vintage year so that they are in the same phase.

All Alternative Investments formulas, every lesson

Practice exam-style questions on Alternative Investment Performance and Returns

Questions about this lesson?

Where this comes back

Questions candidates ask

What is the J-curve in private equity?

The J-curve is the pattern of returns over a fund's life. Returns are negative at first because fees and expenses are charged before investments produce gains, then rise as investments mature and are sold, and finally level off as cash is distributed.

What is the fair value hierarchy?

It ranks fair value inputs by how observable they are. Level 1 is a quoted price for an identical asset, Level 2 uses other observable inputs, and Level 3 relies on unobservable inputs and models, as in private equity and private real estate.

Why do alternative investments look less volatile than they are?

Their holdings are valued by models and often stay near cost, so reported values change slowly. The returns are smoothed, which makes volatility and correlation with other assets look lower than they would be if the assets were sold.

Spotted an error? Tell us and we will fix it.

  1. Why alternative investment performance is hard to judge
  2. IRR and multiple of invested capital (MOIC)
  3. Leverage, redemptions, lockups and gates
  4. Calculating returns after fees: management, incentive, hurdle and high-water mark
  5. Fund of funds fees, survivorship bias and backfill bias

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