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Industry study 22 of 23 · Venture Capital Research Companion

22: Performance Measurement & the Power Law

~8,000 words · 3 technical exhibits

Venture returns are measured with the same tools as the rest of private markets: TVPI, DPI, RVPI, IRR and PME. What they measure is different. Venture outcomes follow a power law. Most investments lose money, a few return the fund, and fund results depend on whether the manager owned enough of an outlier. This section explains the metrics, the gross-to-net bridge, loss ratios and concentration, power-law portfolio construction, public-market equivalents, the venture J-curve, and the research on whether VC returns persist. The supporting files compute a full ten-year fund and a Monte Carlo of portfolio sizes in Python.

What the study covers

  1. 1Overview
  2. 2Mechanics: the metrics
  3. 3The power law and portfolio construction
  4. 4Public market equivalents
  5. 5Key numbers
  6. 6Landmark cases: the power law in practice
  7. 7Pitfalls
  8. 8How an expert thinks about it

Technical exhibits

Worked examples, checklists and case studies included with this study.

Fund Metrics Worked Example

A hypothetical $100m 2016-vintage fund with 25 companies; year-by-year calls, distributions, NAV, carry, PIC/DPI/RVPI/TVPI, interim IRR, J-curve, loss ratio, concentration, KS-PME and Direct Alpha versus the S&P 500

Power Law Portfolio Construction

A deal-outcome distribution calibrated to Correlation Ventures' published statistics; Monte Carlo of 5–200-company portfolios; ownership, reserves and fund-returner math

Persistence Benchmarks and Pitfalls

Persistence research (Kaplan-Schoar; Hochberg et al.; Harris-Jenkinson-Kaplan-Stucke; Korteweg-Sorensen; Nanda-Samila-Sorenson), benchmark providers, Carta and Kauffman data, J-curve phases, VC-specific measurement traps