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Modal Labs in Talks for $2.5B Valuation Funding Round

Originally published on: February 12, 2026
▼ Summary

– Modal Labs is raising a new funding round that would value the AI inference startup at approximately $2.5 billion, more than doubling its valuation from less than five months ago.
– General Catalyst is in talks to lead the round, and Modal currently has an annualized revenue run rate of about $50 million, though discussions are still early.
– The company specializes in optimizing AI inference, the process of running trained models, to reduce compute costs and improve response times.
– Modal is part of a competitive sector where similar inference-focused companies like Baseten and Fireworks AI have also recently secured large funding rounds at high valuations.
– The startup was co-founded in 2021 by CEO Erik Bernhardsson and counts Lux Capital and Redpoint Ventures among its earlier investors.

Modal Labs, a company building infrastructure to run artificial intelligence models, is reportedly negotiating a major new funding round that would value the business at roughly $2.5 billion. This potential valuation marks a dramatic increase from the $1.1 billion figure the startup announced less than five months ago, signaling intense investor appetite for firms that make AI applications faster and more cost-effective. According to sources familiar with the discussions, the venture capital firm General Catalyst is positioned to lead the investment round. While talks are still in preliminary stages and the final terms could shift, insiders indicate that Modal’s annualized revenue run rate currently sits around $50 million.

The company’s core focus is on AI inference, which is the critical stage where a trained model processes data and generates a response to a user’s query. By developing technology to streamline this process, Modal aims to significantly cut down on the computing expenses and latency that currently hinder many AI services. This specialization in inference optimization has placed Modal at the center of a highly competitive and well-funded sector within the broader AI infrastructure market.

Modal is far from alone in capturing venture capital interest. The inference space has seen a flurry of high-value financings in recent months, underscoring a strategic bet by investors on this layer of the AI stack. Just last week, competitor Baseten announced a $300 million raise at a staggering $5 billion valuation, more than doubling its worth from September. Similarly, Fireworks AI, another inference cloud provider, secured $250 million at a $4 billion valuation in October. The trend extends to teams emerging from open-source projects; the creators of vLLM launched a startup called Inferact, raising $150 million in seed funding at an $800 million valuation. Furthermore, the team behind SGLang has reportedly commercialized their work as RadixArk, securing seed funding at a $400 million valuation.

Modal was founded in 2021 by CEO Erik Bernhardsson, who brought over fifteen years of experience building and leading data teams at prominent companies like Spotify and Better.com, where he served as Chief Technology Officer. The startup’s existing investor base includes notable firms such as Lux Capital and Redpoint Ventures. Both Modal Labs and General Catalyst declined to comment on the ongoing funding discussions when approached for this story.

(Source: TechCrunch)

Topics

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