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"VCs are mispricing AI startups by 40%. They're using SaaS-era multiples on companies whose marginal cost is falling 90% per year. The math doesn't work — and the ones who figure it out first will print money."
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1,422 words · Claude Opus 4.7 · $0.18

Why VCs Are Mispricing AI Startups by 40%

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1 / 10 · Blog post

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Your blog · Medium
Why VCs Are Mispricing AI Startups by 40%
Vince Tan·4 min read·Apr 26

VCs are using SaaS-era multiples on companies whose marginal cost is falling 90% per year. The math doesn't work.

The ones who figure it out first will print money.

Here's the thing about AI startups: their unit economics are inverted. Compute is...

AIventure-capitalcontrarian
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X · 7-tweet thread
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Vince Tan
@vincetan · 2h
VCs are mispricing AI startups by 40%.
Hard claim. Here's the math 🧵
↻ 87♡ 412👁 14.2K
They're using SaaS-era multiples on companies whose marginal cost is falling 90% per year.

You can't price a 90%-deflation business like a 30%-margin one.
2/ Take any AI infrastructure startup raising at 50x ARR right now.

Their COGS will halve every 9 months. Their pricing will follow. Revenue at exit ≠ revenue today.
in
LinkedIn · long-form post
VT
Vince Tan
Founder · Solo Empire
2d · 🌐

VCs are mispricing AI startups by 40%.

Hard claim. Hear me out.

They're using SaaS-era multiples on companies whose marginal cost is falling 90% per year.

You can't price a 90%-deflation business like a 30%-margin one. The math doesn't work.

The founders who figure it out first will print money.

#AI #VentureCapital #StartupStrategy

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Newsletter · ConvertKit
VCs are wrong about AI by 40%
A dirty little math problem most aren't doing…
Vince Tan <hello@vincetan.com> · to you

Reading a16z's latest AI thesis last night. Something didn't add up.

They're modelling AI startups like SaaS — 70% gross margin, sticky NRR, all the usual.

Marginal cost on inference is falling 90% per year. You can't apply SaaS multiples to a 90%-deflation business.

Here's how the math actually works…

Read the full breakdown →
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Instagram · quote card

"You can't price a 90%-deflation business like a 30%-margin one."

@VINCETAN

VCs are stuck in the SaaS playbook. The ones who break out first will print money. ✦

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Pinterest / IG · infographic
VCs Mispricing AI by 40%
SAAS MULTIPLE
10-15×
AI COGS DROP / YR
90%
REAL OVERVALUATION
40%
"Price for the deflation,
not the present."
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Spotify · podcast episode
Why VCs Are
Wrong About AI
Why VCs Are Mispricing AI by 40%
Solo Empire · Episode 47
4:1811:42
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TikTok · 60-second audiogram
"You can't price a
90%-deflation business
like a 30%-margin one."
— from "Why VCs Are Mispricing AI by 40%"
YT
YouTube · 4-minute video
4:12
Why VCs Are Mispricing AI Startups by 40% (And Why It Matters)
V
Vince Tan · 247K subscribers
12,438 views · 6 hours ago

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Why VCs Are Mispricing AI…
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17 sec of voice
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6 platforms · auto-posted
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