Raising a $250M–$1.5B private equity fund: the evidence.
Twelve questions every GP in this band should be able to answer, worked through with SEC filings, pension board records, industry data and academic research. Every figure is sourced and labeled for how much weight it can bear.
The numbers decide who is considered. The narrative shapes how they are read.
New research from Harvard Business School, Carnegie Mellon and MIT is the first large study of what GPs actually write to their LPs: more than 3,300 portfolio companies across 536 funds, 2015 to 2020.
What GPs write carried more signal than the marks.
In the first three years of an investment, the tone of GP reports predicted final returns better than reported valuations. One standard deviation more positive tone went with 3–4 points higher annualized returns.
Content matters, not just tone.
Commentary on cash flow, business model and macro conditions carried the most information. Commentary on leadership carried almost none.
LPs can read the signal.
In an opaque market, the authors find written discussion works as a signal of GP quality.
“In an opaque market with substantial information asymmetries, textual discussions seem to serve as a signal about general partner quality.”
Lerner, Paine & Schoar, NBER Working Paper 35860, October 2026Where the evidence stops. Neither this study nor earlier work on IPO prospectuses measures LP fundraising decisions directly, and the NBER paper is not yet peer-reviewed. Track record and cash returned remain the gate. The research supports a precise claim: narrative is how LPs and their consultants judge what the numbers mean.
A two-tier market, and this band carries the squeeze.
Capital is concentrating in fewer, larger, proven managers. 88% of 2025 PE capital went to experienced GPs, and the top 10 US funds took 48.2% of capital in 2026 to date. The recovery in 2026 is real, but mostly for funds that were going to close anyway.
US PE funds reaching a close
Number of funds closed per year
VerifiedPitchBook 2025 Annual US PE Breakdown
Funds that closed below target
Share of PE funds reaching a final close, global
ReportedPEI. Counts only funds that closed, so the true shortfall is higher.
What happens to a GP launching a raise in this band.
Combining failure to close with closes that land short. Our 44-fund SEC sample suggests roughly one in four to five US funds in this band end with less than half of what they set out to raise.
Odds of never raising the next fund
By the prior fund's performance quartile
EstimateDerived from Barber & Yasuda hazard ratios; pre-2010 data, today's market likely harder
What a prior fund needs to create demand
Top quartile on cash returned as well as IRR
| Prior fund vintage | Net IRR | TVPI | DPI |
|---|---|---|---|
| 2015–2017 | 20–22%+ | 2.2x+ | 1.5x+ |
| 2018–2019 | 20–22%+ | 1.8–2.0x+ | 0.8–1.0x+ |
| 2020–2021 | Too early | 1.5x+ | 0.3–0.5x+ |
EstimateOn PitchBook, Burgiss and Cambridge Associates benchmarks
The bottom line on each, and how sure we are.
Tap a question for the detail. The full paper carries every source, the math behind each estimate, and the fund-level SEC data.
01What are the odds a GP fails to raise?
15–25% never close. By prior-fund quartile, about 10% of top-quartile GPs and 50–66% of bottom-quartile GPs never raise the next fund.
Estimate on Verified inputs
Estimate on Verified inputs
- Bain and Preqin put the share of fund series that fail to raise a successor at about 15% in normal markets.
- Track record matters most for small, young buyout GPs: the top-quartile advantage rises to 9.4×.
- No current public count of abandoned raises exists; PitchBook and Preqin hold it behind their paywalls.
02How long does it take to raise?
US PE median 12.2 months in 2025. Global averages run 17–18.5 months, and the slowest quarter take 24 months or more.
Verified
Verified
- Emerging managers (Fund I–III) averaged 15.8 months from first to final close (Gen II 2026).
- Medians sit below averages because a long tail of slow raises pulls the average up.
- Read 12 months as the typical US raise, and 18–24 months as normal without a top-quartile record.
03How big should the first close be?
About 45% of the final fund is the best-supported figure. Momentum is decided here.
Reported
Reported
- Two independent sources agree: Preqin's 44% average and a 47% median in our SEC sample.
- A first close near 40–50% of target, reached within 6–9 months, is the pattern associated with hitting target.
- Below 25–30%, the evidence points to extensions, concessions and a reduced final size.
04Do LP incentives work?
Fee discounts in fund documents are rare at this size (2–14% of funds). The real deals are anchor side letters. No study shows they speed a close.
Verified (prevalence) Unknown (effect)
Verified (prevalence) Unknown (effect)
- A typical anchor ask: a 10% fee or carry break plus an investment committee observer seat for 25%+ of the fund.
- Co-invest, a 2–3% GP commitment and anchor economics have become table stakes.
- Ropes & Gray: discounts “do not always translate into a materially larger first close.”
05Which strategic partners matter most?
One anchor of 10–25% at first close. The working answer is 2–3 partners holding 25–40% combined.
Verified caps Estimate
Verified caps Estimate
- Pension caps set the ceiling: CalPERS limits any one fund to 25%; Arkansas Teachers to 15% generally.
- A credible anchor certifies the manager to smaller, less-resourced LPs.
- Large GP-stakes platforms mostly target bigger firms; mid-market options exist.
06How much do investment consultants matter?
They are the gatekeepers to public pensions. About 87% of tracked 2025 allocations were consultant-advised. They influence capital at scale but deploy little directly.
Verified (direction)
Verified (direction)
- Ten consultants advised on about 61% of US pension commitments (Dakota).
- Funds connected to a pension's consultant are 2–4× more likely to be selected (CEPR, 2025).
- Major consultants need a 3–5 year track record to rate a manager; relationships start 12–24 months before a raise.
07Do LPs want peers like them?
LPs read other LPs as signals, especially smaller LPs. No evidence for “pensions want pensions.” 84% avoid GPs taking heavy retail capital.
Verified (mechanism) Unknown (like-for-like)
Verified (mechanism) Unknown (like-for-like)
- When existing LPs don't re-up, outside LPs read it as a sign of low skill.
- Standard diligence (ILPA DDQ) asks for each investor, the re-up rate, and who sold on the secondary market.
- The LP base matters most as evidence: who re-upped, who anchored, who walked.
08Does seeding a fund with deals help?
It helps reach a first close and proves execution. 1–3 deals is the sweet spot. Pedigree matters more for speed.
Practitioner consensus
Practitioner consensus
- A third of emerging managers now use a seeded portfolio to attract LP commitments (Gen II 2026).
- Warehoused deals usually transfer at cost plus 6–8% a year carrying cost.
- With too many pre-fund deals, LPs ask why there hasn't been a first close.
09How many LP meetings convert?
About 5–12% of first meetings with institutions; 15–30% counting all LPs; 30–50% after deep, in-person diligence.
Estimate
Estimate
- No published, traceable conversion rate exists. A widely repeated figure attributed to PitchBook could not be found.
- One named GP: “over 150 meetings to get 15 institutional LPs.”
- Our SEC sample shows a median of 47 LPs per fund, about 15 per $100M.
10Are continuation funds a red flag?
One well-run CV is not. Repeated or conflicted CVs are, and so are CV proceeds presented as DPI.
Reported
Reported
- Nearly two-thirds of LPs in McKinsey's 300-LP survey are neutral or positive on GPs that use CVs.
- 80–90% of LPs sell rather than roll, often because they need liquidity.
- ILPA's 2026 draft guidance tightens governance: longer election windows and a status-quo option.
11What returns turn heads?
20%+ net IRR, about 2.0x+ TVPI and top-quartile DPI. IRR still ranks first; DPI is now a gate.
Estimate on Verified benchmarks
Estimate on Verified benchmarks
- A median fund, around 15–17% net IRR, meets LP expectations but creates no urgency.
- “DPI has overtaken IRR” is a practitioner slogan, not a survey finding; 54% of LPs call DPI critical.
- Persistence is weaker than LPs assume: a top-quartile fund was followed by another only 23.9% of the time.
12How many GPs does an LP need?
Most of the diversification benefit arrives by 15–30 funds. The average LP holds 20+ manager relationships.
Verified (range)
Verified (range)
- A typical mid-sized LP adds only 4–7 new commitments a year across all strategies.
- Each new relationship is a scarce slot, which is why LPs are selective about new names.
- CalPERS is a documented case of over-consolidation backfiring.
A first-time raise is a long funnel with a large denominator.
Estimate Built from Gen II / Buyouts surveys, our SEC Form D sample and one named GP case. The same story is told 150–300 times, which is why consistent materials matter.
LPs decide on evidence they can verify, and use other LPs and consultants as filters.
Track record is the dominant variable, and DPI now gates it.
Prior-fund quartile predicts whether a next fund closes more strongly than anything else measured. LPs want the record proven in cash, not only marks.
Momentum is decided at first close.
Near 40–50% of target within 6–9 months is the pattern associated with hitting target. Below that, extensions and concessions follow.
The anchor is the most important strategic decision.
One anchor of 10–25%, or 2–3 partners at 25–40%, supplies both capital and the signal smaller LPs read.
Gatekeepers decide access to scale.
For public pensions, the consultant's recommendation is close to a prerequisite. The documented practice is to build those relationships 12–24 months ahead.
The raise is a long funnel.
Expect 150–300 LPs met and about 9 meetings per committed LP. Pipeline management matters because the denominator is large.
Evidence of execution partly substitutes for history.
Seeded deals help emerging managers reach a first close, but pedigree and realized exits still rank first.
Liquidity tools are judged on governance.
A clean single-asset CV is acceptable. Repeated or conflicted CVs, or CV proceeds dressed as DPI, draw scrutiny.
How the research was done.
Research ran across all twelve questions using a fixed source hierarchy: SEC filings and pension board records first, then industry data and institutional research, then academic work, then financial journalism. Blogs and vendor content were used only as leads, never for a number.
We also built a primary-source sample of 57 US PE funds with stated offerings of $250M–$1.5B from 115 SEC Form D filings. It is directional, not a market statistic, and the full paper sets out its caveats.
Almost no public data is cut to exactly this band. Most figures are US all-PE or global, and each is marked as such in the paper. Sources with a commercial interest in their findings are flagged where used.
- VerifiedPrimary source, or two or more independent sources that agree
- ReportedOne credible source, not independently confirmed
- PractitionerA named person or firm's view, not data
- EstimateOur reasoning from stated inputs, with the math shown
- UnknownNo public data found
The full paper: every source, every estimate, the SEC data.
Twenty-one sections, two appendices and a list of the data pulls that would close the remaining gaps.