Sign Up Today and Learn More About Etched.ai Stock
Invest in or calculate the value of your shares in Etched.ai or other pre-IPO companies through EquityZen's platform.
Etched.ai Stock (ETCH)
Etched.ai is an AI chip startup that develops Sohu, a chip designed specifically for running transformer models.
Etched is an AI hardware company aiming to redefine limits of compute by building specialized chips for the future of intelligence.
About Etched.ai Stock
Founded
2022
Headquarters
Cupertino, CA, US
Total Funding
721M
Industries
Hardware, Software, Data and Analytics
Etched is an AI hardware company aiming to redefine limits of compute by building specialized chips for the future of intelligence. The company’s core solution, the AI chip Sohu, is a specialized ASIC for Transformer architecture. The company promotes a shift away from general-purpose GPUs in favor of hardware that it claims is faster and more efficient. The organization conducts research in chip architecture, hardware-software co-design, and infrastructure optimization, focusing on scaling next generation AI.
Etched.ai Press Mentions
Stay in the know about the latest news on Etched.ai
Global VC Investment Surged In January, With U.S. Dominating Funding But A Pair Of AI Model IPOs In China
news • Feb 05, 2026
Tensor parallel group
patents • Feb 01, 2026
Performance of tensor operations
patents • Feb 01, 2026
Tensor operations in AI models
patents • Feb 01, 2026
Model-specific asic compilation by modifying template models
patents • Feb 01, 2026
Etched.ai Management
Leadership team at Etched.ai
Co-Founder and CEO
Gavin Uberti
Co-Founder and President
Robert Wachen
Join now and verify your accreditation status to gain access to:
- Etched.ai Current Valuation
- Etched.ai Stock Price
- Etched.ai Management
- Available deals in Etched.ai and all other companies with relevant Deal Offering documents
- EquityZen's proprietary data and insights, which may include
- Etched.ai Cap Table and Funding History by Share Class and Liquidity Preferences
- Etched.ai Revenue and Financials
- Etched.ai Highlights
- Etched.ai Business Model
- Etched.ai Risk Factors
- Etched.ai Research Report from SACRA Research
Etched.ai Key Facts
- Efficiency Gains via Transformer-Specific ASIC Architecture: Etched’s Sohu chip utilizes a ASIC (Application-Specific Integrated Circuit) design that removes the need for factors required for non-transformer computations. With this structure, the Sohu chip achieves a claimed 20x throughput improvement over general-purpose GPUs like the Nvidia H100. For enterprises, this may translate to an up to 90% reduction in infrastructure costs for inference, as a single 8-chip Sohu server can reportedly replace 160 H100s, drastically lowering the total cost of ownership for LLM deployment.
- Growth in Global AI Infrastructure Spending: The macroeconomic environment is characterized by a divergence toward specialized hardware. Forecasts estimate total worldwide AI spending to reach $2.52 trillion this year, a 44% year-over-year increase. Hyperscalers like Amazon and Meta may seek to optimize massive inference workloads, with Etched positioned to capture market share by moving away from expensive, slower general-purpose chips.
- Partnerships and Strategic Investors: Etched’s combination of capital, talent, and ecosystem support could create a durable business. Strategic investors like Peter Thiel may provide both funding and high-level industry access, while the company’s partnership with Taiwan Semiconductor Manufacturing Co.’s Emerging Businesses Group may give Etched a credible path to advanced, high-volume production. Reported hiring of engineers from companies such as Cypress Semiconductor and Broadcom adds deep experience in designing and productizing high-performance silicon. These advantages may help the company stay competitive in the semiconductor hardware industry.Â
- Architectural Obsolescence: Etched’s core value proposition, hard-wiring the transformer architecture into silicon for its Sohu chip, faces significant threat from the evolution of non-transformer models. Unlike general-purpose GPUs, which can be reprogrammed via software to handle new model architecture, Etched’s rigid hardware design leaves it highly vulnerable to sudden shifts in AI development.Â
- Competitive Risk: Etched operates in a competitive, capital-intensive market where well-funded rivals and dominant incumbents may respond with specialized SKUs, aggressive pricing, and preferential bundling. Etched may need large capital raises to fund successive chip generations, while a downturn in AI investment sentiment could force it to slow R&D and production.
- Early Stage Commercial Risk: Winning adoption among hyperscalers and major model labs requires raw performance, but may be bolstered by a mature software stack, deep framework integrations, and sustained support. Young companies often lag incumbents, and entrenched ecosystems around existing GPUs and networking stacks may limit real-world adoption.
Trading Etched.ai Stock
How to invest in Etched.ai stock?
Accredited investors can buy pre-IPO stock in companies like Etched.ai through EquityZen funds. These investments are made available by existing Etched.ai shareholders who sell their shares on our platform. Typically, these are early employees who need to fund a life event – house, education, etc. Accredited investors are then offered the opportunity to invest in this stock through a fund, like those used by hedge funds serving large investors. While not without risk, investing in private companies can help investors reach goals of portfolio diversification, access to potential growth and high potential return. Learn more about our Guided Investment process here.
How to sell Etched.ai stock?
Shareholders can sell their Etched.ai stock through EquityZen's private company marketplace. EquityZen's network includes over 420K accredited investors interested in buying private company stock. Learn more about the easy and guided Shareholder process here.
If I invest, how do I exit my investment?
There are two ways to exit your private company investment on EquityZen's marketplace. The first is if the company has an exit event like an IPO, merger or acquisition. In that case, we will distribute the shares and/or cash to you directly. The second way is through an Express Deal on EquityZen, if eligible. An Express Deal allows you to sell your allocation of private shares in a given private company to another investor on EquityZen's marketplace. More information on Express Deals can be found here and exit information can be found here.
Why choose EquityZen?
Since 2013, the EquityZen marketplace has made it easy to buy and sell shares in private companies. EquityZen brings together investors and shareholders, providing liquidity to early shareholders and private market access to accredited investors. With low investment minimums through our funds and with more than 51K private placements completed across 450+ companies, EquityZen leads the way in delivering "Private Markets for the Public."
