Private Fund Insights Joe, Powered by Dakota
Four metrics show up on nearly every private fund report. Here's what each one actually measures, how they work together, and where they can mislead you if read in isolation.
Chris LeRoy, Director of Investment Research · August 28, 2026
Data sourced from Joe, the private fund performance platform powered by Dakota. Learn More | Request Access
Private equity performance across vintage cohorts reveals a clear story of valuation discipline, macro adjustment, and long-term compounding. While mature pre-2020 vintages maintain steady cash generation, more recent cohorts highlight how shifting entry multiples and interest rate environments directly impact net returns.
To give institutional allocators a strategic view without revealing Joe’s full raw dataset, the snapshot below highlights key performance tiers across representative vintage periods.
(Source: Joe, Powered by Dakota, All Private Equity IRR Benchmark · 1Q26)
|
Vintage Cohort |
Median Net IRR |
Top-Quartile Net IRR (75th Pct) |
Top-Decile Net IRR (90th Pct) |
Primary Performance Dynamics |
|
2024 |
9.1% |
23.5% |
39.7% |
Early-stage returns showing strong upside potential as entry valuations reset. |
|
2023 |
14.4% |
22.5% |
33.6% |
Robust early rebound driven by disciplined deal pricing and improved capital deployment. |
|
2022 |
12.9% |
20.0% |
29.4% |
Steady performance as funds navigate higher debt costs and holding periods. |
|
2021 |
10.1% |
15.5% |
22.7% |
Compressed returns reflecting peak entry valuation multiples during deployment. |
|
2016 – 2020 |
13.7% – 15.6% |
18.3% – 21.6% |
24.4% – 31.9% |
Seasoned cohorts delivering consistent double-digit median returns across market cycles. |
|
2010 – 2015 |
12.2% – 15.1% |
18.1% – 19.6% |
22.3% – 26.6% |
Fully mature vintages demonstrating steady long-term capital compounding and cash realization. |
Access full position-level benchmarks, fund-by-fund metrics, and underlying LP disclosures across all vintage years inside Joe, Powered by Dakota. Request access of Joe, Powered by Dakota to explore complete holdings data and benchmark analytics.
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