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A first-time fund with no distributions is asking allocators to underwrite a story rather than a result. Joe's vintage-year benchmark data shows why that distinction matters, and how much time typically has to pass before a track record starts to look like proof rather than a projection.
In this article, we're looking at how DPI evolves across vintage-year cohorts and what that means for a young fund's track record. By the end, you'll understand how to frame an early-stage track record so it reads as credible rather than incomplete.
Pulling DPI, the metric that reflects capital actually returned to investors rather than paper gains, across recent private equity vintages:
|
Vintage |
Fund Count |
Q1 DPI |
Median DPI |
|---|---|---|---|
|
2017 |
2 |
0.73x |
0.73x |
|
2018 |
8 |
0.90x |
0.37x |
|
2019 |
8 |
1.21x |
1.04x |
|
2020 |
7 |
0.47x |
0.42x |
|
2021 |
12 |
0.19x |
0.13x |
As of 2Q26. Q1 denotes the top-quartile boundary (75th percentile of DPI).
The general pattern holds even with a small sample: the youngest cohort here, 2021, shows the lowest DPI by a wide margin, median 0.13x versus 0.37x to 1.04x in the older vintages. A fund four to five years into its life has, on average, returned a fraction of what an eight- or nine-year-old fund has returned, simply because there has not been time to exit positions.
That said, this is not a clean, monotonic curve. The 2019 cohort shows higher DPI than the 2018 cohort despite being a year younger, a reminder that with samples this size (7 to 12 funds per vintage), one or two early exits can swing the median significantly. A single fund's DPI trajectory should never be read against a broad average without checking how many funds and what kind of exit activity sit behind that average.
See where a specific fund lands in its own vintage cohort, not the whole market. Joe's benchmarking data covers 18,000+ private funds across seven asset classes, with DPI, TVPI, and net IRR filterable by vintage year, strategy, and geography, so a 2021-vintage fund gets compared against 2021-vintage peers. Request access to pull the cohort behind any fund's numbers.
A GP two or three years into a fund's life is, almost by definition, presenting a track record built mostly on unrealized value. That is not a flaw unique to any one manager, it is what the data above shows across the entire market. The practical implication is in how that track record gets framed, not in waiting years to have one.
Separate DPI from TVPI explicitly. A fund quoting a strong TVPI with little to no DPI should say so plainly rather than let the allocator discover the gap themselves.
Reference the fund's actual age against the vintage cohorts above. A three-year-old fund should not be benchmarked against DPI expectations that took a comparable cohort seven or eight years to reach.
Point to specific realized events, not just aggregate DPI. One or two completed exits, named and explained, carry more weight early in a fund's life than a portfolio-wide multiple built mostly on marks.
Joe tracks performance on 18,000+ private funds across seven asset classes, filterable by vintage year, strategy, and geography, the same filters used to build the cohort comparison above. A GP preparing to raise can pull:
Request access to see full private equity performance benchmarking in Joe, powered by Dakota.