AI chip startup Etched is reviewing incoming investment bids that would value it at $40 billion to $50 billion — roughly double the $21 billion valuation from its $700 million round just a couple of months earlier, according to TechCrunch, which cited people familiar with the company. The reported Etched $40 billion valuation funding offers would mark yet another dramatic jump for the four-year-old startup, which has seen its valuation multiply several times over the past year. But the news carries an important caveat: it remains unconfirmed — the funding talks are described as early, no second major outlet has corroborated the numbers, and Etched itself declined to comment.
According to TechCrunch’s October 5 report, the bids Etched is reviewing range from $40 billion from top-tier investors to $50 billion from lesser-known backers, one person familiar with the matter said. Because the talks are at an early stage, the terms of any deal — should one materialize — could still change. The outlet noted that if Etched were to raise as much as its last round, the fresh capital could provide as much as 3.5 years of runway, a meaningful cushion for a company operating in one of the most capital-intensive corners of the AI industry.
Why investors are circling the Etched $40 billion valuation funding talks
Etched is pursuing an expensive but high-profile segment of the AI industry: building full AI hardware systems powered by its own proprietary chips, designed from scratch to speed up inference — the computing process that happens after a user submits a prompt. The company claims its chips can process more tokens faster and at a lower cost than Nvidia’s, which has made its hardware attractive to customers for whom a microscopic speed advantage can translate into massive profits.
That attraction is not merely theoretical. Jane Street, the quant trading firm, led Etched’s $700 million round and is also a customer that has taken delivery of an early system, Reuters reported in August. Reuters also reported that Jane Street is Etched’s first customer and received its first rack in July, and is now deploying the technology in its workloads. Etched has said it secured more than $1 billion in customer orders — including Jane Street’s — after manufacturing its test chip at a TSMC factory this summer, and Reuters reported the company has raised $1.9 billion to date.
The investor enthusiasm also reflects confidence in Etched’s engineering bench. Roughly 15% of Etched’s 400-person workforce previously worked at Nvidia, according to The Wall Street Journal, as cited by TechCrunch. Co-founder and COO Robert Wachen has previously told TechCrunch that investor excitement stems from the fact that Etched designed two new components from scratch to accelerate inference. As Kleiner Perkins managing partner Mamoon Hamid put it when the $700 million round was announced: “Inference is becoming one of the most important infrastructure markets in AI, and the winners will be measured by tokens per dollar and per watt.”
The Etched $40 billion valuation funding chatter follows a history of fast leaps
If the reported figures hold, the Etched $40 billion valuation funding round would continue a pattern of back-to-back valuation leaps. The startup announced a $300 million round at a $10.3 billion valuation led by Sequoia in July, followed by the $700 million round at a $21 billion valuation in September — back-to-back rounds that, TechCrunch noted, essentially act as a single financing split into two tranches with separate valuations, a structure that has become increasingly common among the most sought-after AI startups.
Etched has also been building out its physical footprint. The company operates a new 10-megawatt data center in Silicon Valley and has established a facility in Taiwan to coordinate production near TSMC, whose fabs manufacture its chips. The company’s co-founders, Gavin Uberti and Chris Zhu, famously met in an advanced math course at Harvard, while Wachen was Uberti’s roommate; the group dropped out to build the company.
What the unconfirmed Etched $40 billion valuation funding news means for the AI chip race
For now, the $40 billion-plus figure should be treated as reported, not confirmed. TechCrunch’s sourcing rests on people familiar with the company, the talks are early, and as of this writing no other major publication has independently verified the numbers. That said, the context is real: the AI chip race is heating up, with Nvidia defending its dominant position and a wave of startups — plus deep-pocketed hyperscalers — racing to build faster, cheaper inference hardware. Forecasts of AI hardware demand keep climbing, and investors are paying steep premiums for any credible shot at Nvidia’s inference throne.
Whether Etched closes a round anywhere near $40 billion, the reported inbound interest underscores how quickly the market for specialized AI inference hardware is repricing. Etched’s bet is a narrow but deep one: its Sohu chip is an application-specific integrated circuit built to run only transformer-based models — the architecture behind ChatGPT and most leading AI models — very, very fast, rather than Nvidia’s general-purpose GPUs. If transformers remain dominant for the foreseeable future, that specialization could pay off enormously; if the field shifts, the bet becomes far riskier. Either way, the reported funding talks suggest investors are willing to pay a premium today for the chance that Etched’s steak knife beats Nvidia’s Swiss Army knife.
FAQ
Is the Etched $40 billion valuation funding round confirmed?
No. TechCrunch reported on October 5 that Etched is reviewing incoming funding bids at $40 billion to $50 billion valuations, citing people familiar with the company. The talks were described as early, the company declined to comment, and no other major outlet has independently confirmed the figures. The news should be treated as reported, not confirmed.
What is Etched’s most recent confirmed valuation?
Etched’s last confirmed round was a $700 million raise at a $21 billion valuation in September 2026, led by Jane Street and joined by Kleiner Perkins, Sequoia, Andreessen Horowitz and Tiger Global, according to Reuters. That followed a $300 million round at a $10.3 billion valuation led by Sequoia in July.
Why are investors interested in Etched?
Etched builds full AI hardware systems powered by its own inference chips, which it claims can process more tokens faster and more cheaply than Nvidia’s GPUs. It has a working chip manufactured at a TSMC factory, more than $1 billion in reported customer orders, Jane Street as both an investor and a customer, and an engineering team with deep roots at Nvidia.
Who founded Etched?
Etched was co-founded by Gavin Uberti and Chris Zhu, who met in an advanced math course at Harvard, along with Robert Wachen, who serves as COO and was Uberti’s roommate. They dropped out of Harvard to found the company.
Sources: TechCrunch (Oct 5, 2026); Reuters (Aug 18, 2026); TechCrunch (Jun 30, 2026); Freethink (Aug 2024)
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