Self-learning AI that finds and patches software vulnerabilities
Self-learning AI models that find and patch software vulnerabilities; $120M raised, $580M valuation per Forbes NBDS 2026.
Cybersecurity
Current Valuation
$580M
as of 2026-07
PRIVATE
QL Price
$580M
0% vs last round
QuantLogix's current estimate for DepthFirst, published 2026-10-14 — in line with the last disclosed round of $580M (2026-07).
Confidence
low
Basis
round anchored
What backs this price
Last disclosed round
$580M
2026-07
weight 0.82
How this price has held up
No round has priced for DepthFirst since QuantLogix began publishing a price for it, so there is nothing to grade yet. The claim above is on the record from 2026-10-14 and will be graded against the next priced round. See the full accuracy record →
Which publicly-traded funds already hold it, what $10,000 buys, and whether any route is open to you.
Cite this price as QuantLogix QL Price, DepthFirst, 2026-10-14 (22a6b3d25ac0576f).
The id pins this exact claim, so a citation stays checkable after the price moves.
Model estimate for research — not a quote, target price, or investment advice.
IPO Outlookprivate
Is DepthFirst going public?
No. DepthFirst is private and has not filed to go public. There is no S-1 on file.
What is DepthFirst's valuation in 2026?
DepthFirst is valued at $580M as of Jul 2026. That is the last confirmed mark, not a live price — private shares do not trade continuously.
Has DepthFirst filed an S-1?
No public S-1 is on file for DepthFirst.
How much has DepthFirst raised?
DepthFirst has raised $120M in total.
Is DepthFirst publicly traded — can you buy DepthFirst stock?
No. DepthFirst is a private company — its shares are not listed on any exchange and there is no ticker. The routes to exposure are pre-IPO secondary marketplaces and funds (accredited investors), employee tender offers when the company runs one, and public companies with read-through exposure. QuantLogix maps every route it can verify for DepthFirst on its Pre-IPO Access Desk.
Answers are derived from the roster record shown on this page — filing status, last round and confirmed marks. Where the record is silent, the answer says so rather than guessing.
Company Profile
Total Raised
$120M
IPO Status
Private
Fundraising Status
PrivateTotal raised $120M
Talent Signal
Hiring trend
▲ Hiring uptrend
+27% vs 2026-08
Open roles
19
via ashby
Product-build share
53%
engineering, research, product, design
Trajectory
expanding
product-led hiring — 53% of open roles build product; the rest are go-to-market and G&A.
No tracked executive churn; open roles trending up.
Counted from DepthFirst's live job board as of 2026-09-28; role functions classified from posting titles. Open-role counts are an activity signal, not headcount. Refreshed monthly.
CybersecurityAI
Private-company numbers are not real-time. Reflects publicly disclosed valuations from press releases, news reports, and tender offers as of 2026-07. Refreshed quarterly.