Krux
February 15, 2026
Modal Labs Eyes $2.5B Valuation as AI Inference Wars Heat Up
Published: February 15, 2026 at 8:12 AM
Updated: February 15, 2026 at 8:12 AM
100-word summary
AI infrastructure startup Modal Labs is in early talks to raise funding at a $2.5 billion valuation, with General Catalyst reportedly leading. The company, founded in 2021 by former Spotify ML lead Erik Bernhardsson, specializes in AI inference infrastructure that cuts compute costs and speeds up model outputs. Modal's hitting a $50 million revenue run rate as investors flood the inference space—rivals Baseten and Fireworks AI recently scored $5B and $4B valuations respectively. CEO Bernhardsson says they're not "actively fundraising" but keeping doors open. This surge signals inference infrastructure is becoming the next battleground as companies race to make AI faster and cheaper at scale.
What happened
AI infrastructure startup Modal Labs is in early talks to raise funding at a $2.5 billion valuation, with General Catalyst reportedly leading. The company, founded in 2021 by former Spotify ML lead Erik Bernhardsson, specializes in AI inference infrastructure that cuts compute costs and speeds up model outputs. Modal's hitting a $50 million revenue run rate as investors flood the inference space—rivals Baseten and Fireworks AI recently scored $5B and $4B valuations respectively. CEO Bernhardsson says they're not "actively fundraising" but keeping doors open.
Why it matters
This surge signals inference infrastructure is becoming the next battleground as companies race to make AI faster and cheaper at scale.