Key Takeaways
- • Dakota argues that private equity and private credit fund performance is harder to benchmark than public holdings, because private funds lack a continuously observable price and results depend on strategy, vintage year, cash flow timing, valuation, and leverage.
- • The article recommends comparing funds only against appropriate peers, specifically by asset class, sub-asset class, strategy, and vintage year, rather than against headline returns.
- • Five use cases are outlined for university endowments: evaluating existing managers, benchmarking private credit across strategies, flagging underperformers early, strengthening due diligence on new managers, and improving investment committee reporting.
- • The piece stresses that IRR alone is insufficient and should be read alongside TVPI, DPI, and RVPI, since a strong IRR with limited distributions warrants a different read than a fund that has returned substantial capital.
- • The article is promotional content for Dakota Marketplace, which is pitched as a platform for fund benchmarking and includes calls to book a demo.
Summary
According to Dakota, university endowments rely on investment returns to fund scholarships, research, and financial aid, and their growing allocations to private equity and private credit make accurate evaluation increasingly important. The article argues that private funds are harder to assess than public holdings because they have no continuously observable price, performance is reported only periodically, and investments may remain unrealized for years. Results depend on strategy, vintage year, timing of capital contributions and distributions, valuation of unrealized assets, and leverage and financing conditions. Dakota states that a 2018 private equity fund should not be compared with a 2023 fund, and that a middle-market buyout fund should not be judged against venture capital or private credit strategies.
The article outlines five ways endowment teams can apply peer benchmarks. These include assessing existing private equity managers against vintage-year peers, including whether a fund has produced meaningful realized distributions; benchmarking private credit funds by sub-strategy, since direct lending, opportunistic credit, distressed debt, and specialty finance carry different return, risk, and liquidity profiles; and periodically comparing IRR, TVPI, and DPI against peers to identify managers that warrant closer due diligence. For new manager selection, Dakota recommends comparing prior fund results with vintage-year benchmarks and checking for survivorship or selection bias. For committee reporting, it suggests organizing results by strategy and vintage year alongside peer benchmarks.
The article defines the core metrics as IRR, TVPI, DPI, and RVPI, noting that IRR is sensitive to cash flow timing and that DPI separates realized from unrealized value. Dakota cautions that benchmarking does not explain why a fund is lagging and should not serve as a standalone decision tool. The piece is published on Dakota's website and promotes its Dakota Marketplace platform and a Private Fund Benchmark Calculator, which allow users to compare fund performance by asset class, sub-asset class, and vintage year. The article does not report new transaction values, fund sizes, or market data.
The article outlines five ways endowment teams can apply peer benchmarks. These include assessing existing private equity managers against vintage-year peers, including whether a fund has produced meaningful realized distributions; benchmarking private credit funds by sub-strategy, since direct lending, opportunistic credit, distressed debt, and specialty finance carry different return, risk, and liquidity profiles; and periodically comparing IRR, TVPI, and DPI against peers to identify managers that warrant closer due diligence. For new manager selection, Dakota recommends comparing prior fund results with vintage-year benchmarks and checking for survivorship or selection bias. For committee reporting, it suggests organizing results by strategy and vintage year alongside peer benchmarks.
The article defines the core metrics as IRR, TVPI, DPI, and RVPI, noting that IRR is sensitive to cash flow timing and that DPI separates realized from unrealized value. Dakota cautions that benchmarking does not explain why a fund is lagging and should not serve as a standalone decision tool. The piece is published on Dakota's website and promotes its Dakota Marketplace platform and a Private Fund Benchmark Calculator, which allow users to compare fund performance by asset class, sub-asset class, and vintage year. The article does not report new transaction values, fund sizes, or market data.
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