Etched is a company within the Semiconductors category. Etched is a hardware startup developing specialized chips known as ASICs (Application-Specific Integrated Circuits) designed specifically to run transformer-based artificial intelligence models. Their flagship product, the Sohu chip, aims to provide significantly higher performance and efficiency than general-purpose GPUs by hardcoding the transformer architecture into the silicon.
Etched was founded in 2022 and is headquartered in Cupertino, CA.
Etched is rated Contender on the Optimly Brand Authority Index, a measure of how well AI models can accurately describe the brand. The exact score is locked for unclaimed profiles.
AI narrative accuracy for Etched is Strong. Significant factual deltas detected.
AI models classify Etched as a Challenger. AI names competitors first.
Etched appeared in 4 of 7 sampled buyer-intent queries (57%). Etched is highly visible for technical queries regarding 'Transformer ASICs' but loses share to incumbents for broader 'AI inference hardware' queries.
The brand is perceived as a 'bold specialist' in the semiconductor space. AI will accurately describe its mission to beat NVIDIA via specialization, but may struggle with real-time hardware development milestones or specific employee counts. Key gap: The brand's move from 'hardware for all AI' to 'ASICs only for Transformers' is a recent pivot that might be missed by models with older training data, which might describe them as a general AI chip competitor.
Of 5 key facts verified about Etched, 4 are well-documented (likely accurate across AI models), 1 have limited sourcing, and 0 are retrieval-dependent and may be inaccurate without live search.
Specific performance benchmarks against Blackwell (NVIDIA) are based on the company's own projections and whitepapers rather than third-party verified silicon testing, leading to potential 'hallucinated' performance data.
Etched's core products are Sohu (Transformer ASIC).
Etched uses Enterprise/Custom (Hardware procurement and cloud deployment models).
Etched serves Cloud Service Providers (CSPs), Frontier Model Labs, Enterprise AI Infrastructure.
Etched is the only company building an ASIC where the transformer architecture is 'burned into' the silicon, trading general-purpose flexibility for massive performance gains on modern LLMs.
Brand Authority Index (BAI) tier: Contender (exact score locked for unclaimed brands)
Archetype: Challenger
https://optimly.ai/brand/etched
Last analyzed: May 21, 2026
Founded: 2022
Headquarters: Cupertino, California
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