The requested top-20 VC founder-demographic breakdown cannot be built from public pages — two of five pipeline stages fail
Asked:
“since 2010, top 20 VC by invested capital” — clarified: “global, yes, we need distribution, age on moment of investment.”
This audit scans 94 public evidence rows: 13 published investor rankings, 13 VCBacked investor-profile extracts covering 10 large managers, 8 data-product pages (Dealroom, Crunchbase, PitchBook/WRDS, VCBacked), and 60 founder-demographic studies. No public source links attributable check size since 2010 to every founder's sourced sex, nationality, and date of birth — so no percentage below is the answer; the page shows why, and what would produce it.
The pipeline the question requires, and where public data breaks
computable once inputs existpartially public, unreliablenot available publicly
Same firm, different page, different “total known invested”
VCBacked is the only public source publishing an invested-capital figure per firm — and its own pages disagree. Each dot is one page's figure; a line joins pages about the same firm. None state a 2010 cutoff or define whose check the money is.
Findings the charts cannot say alone
Across 13 public rankings, 7 rank AUM or committed capital, 2 rank fund performance, 1 counts tracked deals, 3 blend factors — none ranks attributable capital invested since 2010, and the “top firm” flips with the metric: Andreessen Horowitz leads 5 lists, Tiger Global and Sequoia 2 each, and the activity count crowns Y Combinator.
dealroom.net,
vcbacked.coGeneral Catalyst's “total known invested” is $81.5B on one VCBacked page and $121.2B on another — a $39.7B gap for the same firm on the same site; Lightspeed and NEA pages disagree by $4.3B and $3.5B.
vcbacked.coThe databases that could answer — Dealroom's API, Crunchbase's daily CSV export, and PitchBook via WRDS — are licensed products; their public pages expose neither attributable checks nor founder birth dates, sex, or nationality.
dealroom.co,
data.crunchbase.com,
library.upenn.eduPublished demographic studies exist but none is grouped by these firms, and their methods vary: a Berkeley study of 14,397 US exits took CEO gender from PitchBook fields, an MIT/Census study of 2.7M US founders puts mean founder age at 41.9, and a16z states 44% of its Apps Fund One and Two investments have an international founder — a firm claim, not a distribution.
ipira.berkeley.edu,
mitsloan.mit.edu,
techcrunch.com
The executable specification that would answer the question
- Use a licensed deal database (PitchBook, Dealroom, or Crunchbase) covering all global equity VC rounds announced 2010-01-01 through 2026-09-01.
- Rank investors by the sum of attributable equity checks in constant USD — excluding debt, grants, accelerator batches, LP commitments, fund AUM, and undisclosed checks; document how follow-ons and renamed or spun-out firms (e.g. Sequoia vs Peak XV/HongShan) are handled.
- Enumerate every founder of each invested company. Sex or gender only from an explicit published statement — never inferred from names or photos; unknowns stay unknown. Nationality only as a published nationality or citizenship fact, not company location, birthplace, residence, or ethnicity.
- Age at investment = floor((investment date − date of birth) / 365.2425), from full dates; year-only birth dates flagged approximate.
- Report event-weighted distributions (one observation per founder-investment) and unique-founder distributions, so serial rounds cannot dominate; publish coverage rates and unknown shares per VC.
Data-request checklist to complete the analysis
- Licensed export: deal-level rounds with per-investor attributable amounts, dates, and currencies, 2010–2026.
- Investor entity map: renames, spin-outs, and fund families resolved to one firm each.
- Company→founder link table covering all founders, not only CEOs.
- Founder date of birth (full date preferred), explicitly sourced sex or gender, and published nationality/citizenship, with per-field source URLs.
- Agreed definitions: follow-on treatment, constant-USD deflator, and the unknown-category reporting format.
The evidence rows
| Source page | Firm / ranking | Metric published | Figure | Link |
|---|
Feasibility audit, not the requested statistic. 94 evidence rows scanned September 2026: 13 investor rankings (mostly AUM, performance, or activity — none attributable capital invested since 2010), 13 VCBacked profile extracts for 10 firms (“total known invested” reflects tracked round totals, no 2010 cutoff, values differ between pages for the same firm and can double-count syndicated rounds; AUM is not capital invested), 8 data-product pages, 60 demographic studies (shown as context only, not grouped by these VCs). Ranking rows without a stated top figure are listed without one; 47 demographic rows without usable methodology fields were cut for space.