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How do you measure carry concentration at a private equity GP?

A carry table with ten names can be a two-person firm. The Herfindahl index, the unallocated reserve and the deals each person leads show which.

Measure carry concentration with the Herfindahl index: square each holder's share of the carry pool in points out of 100 and add the squares, then divide 10,000 by the result to get the effective number of holders. In an illustrative GP, Fund III scores 2,364, the equivalent of 4.23 equal holders. Fund IV appears to fall to 1,498, but once the 10-point unallocated reserve is attributed to the founders who control it, the index is 1,898 and the founders hold 55 points, not 45, while leading 21.4 per cent of the current portfolio's deals.

Worked in full in Operational Due Diligence in Private Equity by Julian R. Sterling, with every figure reproduced in a free workbook.See the book on Amazon →

Carry allocation is where a manager's succession plan shows up in money. A due diligence questionnaire usually returns a list of names and points, and the number of names is the figure that ends up in the memo. That number says little. A firm where nine people share the carry can be a firm where two people own most of it and seven are on retention terms, and the people doing the deals may be among the seven. The test below turns the table into three numbers an operational due diligence reviewer can track from fund to fund.

The assumptions

An illustrative GP. Carry points out of 100 in each fund's pool; deals led in the current portfolio of 14 companies.
HolderRoleFund III pointsFund IV pointsDeals led
AFounder35252
BFounder30201
CPartner10123
DPartner8103
EPrincipal682
FPrincipal562
GVice president341
HVice president230
IAssociate pool120
ReserveUnallocated, held by founders0100
Total10010014

Deals led is a rough proxy for contribution: it ignores sourcing, board work and the founders' role in fundraising. It is still the proxy LPs can verify, from board seats and deal memos, and it is the one that shows whether the economics follow the work.

Step 1: the Herfindahl index and the effective number of holders

HHI = Σ (points held)2, with points out of 100

Effective number of holders = 10,000 ÷ HHI

The index runs from 10,000, one holder with everything, down to 10,000 divided by the number of holders for an equal split. In Excel, with points in C2:C11: =SUMSQ(C2:C11) and =10000/SUMSQ(C2:C11).

Fund III: 352 + 302 + 102 + 82 + 62 + 52 + 32 + 22 + 12 = 2,364. Nine names, but the pool behaves like 4.23 equal holders, and the two founders hold 65 points.

Step 2: decide who holds the reserve

Fund IV has a 10-point reserve, set aside for future hires and promotions. Treated as a tenth holder, the index falls to 1,498 and the effective number rises to 6.68: a sharp move towards the next generation. But the reserve is held by the founders until it is granted, and if it is never granted it stays with them. Attributed to them equally, the index is 1,898 and the effective number 5.27.

Fund IV measured two ways.
MeasureFund IIIFund IV, reserve as a holderFund IV, reserve with founders
HHI2,3641,4981,898
Effective number of holders4.236.685.27
Founders' points654555
Next generation's points355545

The manager's presentation will say the founders went from 65 to 45 points, a 20-point transfer. The economic transfer is 10 points, half of what is claimed, until the reserve is granted.

Step 3: carry against contribution

Carry-to-contribution ratio = share of carry ÷ share of deals led

A ratio above 1 means a holder's carry exceeds their share of the deal work; below 1, the reverse.

The founders lead 3 of the 14 deals, 21.4 per cent, and control 55 per cent of Fund IV carry, a ratio of 2.57. The two partners, C and D, lead 6 deals, 42.9 per cent, and hold 22 points, a ratio of 0.51. B leads one deal and holds 25 points with the reserve share, a ratio of 3.50. The next generation as a whole leads 78.6 per cent of the deals for 45 per cent of the carry, a ratio of 0.57. These are the people the LP is backing to sell the portfolio, and the people a competitor would find easiest to hire away.

What if: how the allocation could move

Fund IV under alternative allocations, reserve counted with whoever controls it.
AllocationHHIEffective holdersTop twoFounders
Fund III, for reference2,3644.236565
Fund IV as allocated1,8985.275555
Reserve granted to C and D1,6686.004545
Plus founders cede 10 points to E, F and G1,4326.983735
Equal split among nine, benchmark only1,1119.002222

Granting the reserve to the two partners who lead the most deals would take C to 17 points and D to 15 and bring the effective number to 6.00. That is the concrete request an LP can make: not a vague commitment to succession, but a grant date for named points.

The common mistake

Counting names and reading one fund. Nine or ten carry holders sounds broad in both funds, and the headline founders' share falls by 20 points, so the memo concludes that succession is under way. Attributing each point to whoever controls it shows half that movement, and the contribution ratio shows the gap between who does the work and who is paid for it. The same weighting logic, applied to people who have left rather than those who stay, is in measuring investment team turnover at a GP; and a pool this concentrated feeds straight into the probability of a key person event.

Takeaway

Compute the Herfindahl index and the effective number of holders for each fund, attribute every unallocated point to whoever controls it, and set each holder's share against the deals they lead: here 1,898, 5.27 and a founders' ratio of 2.57. Track the three numbers from fund to fund and ask for dated grants of the reserve. Operational Due Diligence in Private Equity assesses managers beyond the investment case, and the free workbook for the book shows how a rating model can be built so that one structural gap is not averaged away.

Questions readers ask

What is a good carry distribution for a private equity firm?

There is no single benchmark, so compare the firm with itself and with the work. In the illustrative case the founders lead 21.4 per cent of current portfolio deals and control 55 per cent of Fund IV carry, a ratio of 2.57, while the two partners lead 42.9 per cent of deals for 22 per cent of carry. The trend across funds and the gap to contribution say more than any market figure.

Why does an unallocated carry reserve matter in due diligence?

Because points that have not been granted are usually controlled by the founders until they are. In the illustrative Fund IV, a 10-point reserve makes the founders' share look like 45 points when they control 55, and lowers the apparent Herfindahl index from 1,898 to 1,498. Ask who holds the reserve, who decides grants, and what has happened to past reserves.

How do you calculate the effective number of carry holders?

Divide 10,000 by the Herfindahl index computed on points out of 100. Nine holders with 35, 30, 10, 8, 6, 5, 3, 2 and 1 points give an index of 2,364, so the pool behaves like 4.23 equal holders. An equal split among nine would give 1,111 and an effective number of 9.00.

Read the whole case

This article is one calculation from Operational Due Diligence in Private Equity. The book takes the same case from first principles to the decision, chapter by chapter, and every figure it prints is a live formula in the free companion workbooks.

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