Three ways a track record misleads
| What you are shown | How it can be built to flatter | The question that protects you |
|---|---|---|
| One impressive long-run return | It is a single surviving account, not the composite of every account in the strategy | Is this the GIPS composite of all accounts, or one survivor chosen after the fact? |
| A headline annualized percentage | It reflects client cash-flow timing (money-weighted), not the manager's decisions | Is this time-weighted, so deposits and withdrawals did not flatter it? |
| A clean multi-year average | Closed or failed funds were dropped, leaving only winners (survivorship bias) | Does the record include the funds that were shut down? |
| 'Audited' next to the number | The audit checks the arithmetic, not how the composite was constructed | Audited by whom, and does the audit cover GIPS construction or just the math? |
An audit checks math, not construction
An audit verifies the arithmetic; it does not verify the construction. A return can be audited, true to the penny, and still misleading because of what was left out -- the closed funds, the other accounts, the client cash flows. GIPS compliance is the signal that the construction itself, not just the math, followed rules designed to prevent flattering.
Time-weighted versus money-weighted returns
Spotting a cherry-picked return
Why the composite is the honest figure
Quoting the single best account while burying the closed losers is the textbook survivorship-biased cherry-pick. Each individual number can be perfectly true and the presentation still deeply misleading -- which is the whole point of a composite. The honest figure is the aggregate of all nine accounts, the two closed ones included; their absence is exactly the distortion GIPS composites exist to prevent. And an audit would not rescue this: it would confirm the +40% account's arithmetic while saying nothing about the eight you were not shown.
Ask how a number was built
A track record is assembled, and the assembly is where the deception lives: one survivor shown for the composite, a money-weighted figure passed off for the manager's time-weighted record, closed funds quietly dropped, an audit cited as if it blessed the construction. Carry one habit into every performance claim: ask how the number was built before you react to how big it is -- is it the GIPS composite, time-weighted, with nothing dropped? The next module takes the whole ethics path -- fiduciary duty, conflicts, the insider line -- and drills it on the hard, ambiguous cases where the right call is not obvious.
Sit with the ideas.
A fund's website shows '+15% annualized, 12 years, audited.' Which single question best protects you before you trust that number?