AI Models

Etched

AI accelerator chips purpose-built for transformers

Visit Etched
Pricing · PaidRising
The FalcoScan Intel PanelEtched · AI Models
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Rising
Market trend

AI Models AI has a narrow moat on average, from the moat scores of its rated products. What protects AI Models AI tools, and the widest moats

The Brief

What Etched does

Etched designs AI inference hardware, which it describes as frontier inference clusters, built by co-designing chips, racks, software and manufacturing methods. It is aimed at AI companies, cloud providers and hyperscalers that serve frontier models, including very large mixture-of-experts models, long-context and agentic workloads, across both prefill and decode. The site names two main technologies: Low Voltage Inference, in which chip math blocks run at under half the voltage of most AI chips for high-throughput work, and Cluster Scale Memory, a shared HBM and SRAM hybrid memory pool across the scale-up domain for low-latency work. Its first rack-scale product is being validated with customers. The site lists no public pricing.

How Etched compares with its closest alternatives

None of the 5 closest alternatives has a free plan, and neither does Etched. 1 of the 5 offers an API; FalcoScan's records show none for Etched. Etched offers hardware. Of the alternatives, all 5 offer hardware. Etched was founded in 2022; the alternatives were founded between 2016 and 2022, 4 of them earlier. Etched is based in Cupertino, United States; 1 of its 5 alternatives is in the United States too, and the others in South Korea, Canada and China.

Market position · AI Models

How Etched compares in AI Models

Etched has high opportunity and sits in the middle third of 455 live AI Models tools on FalcoScan. Across AI Models, the average opportunity score is 74.6 and the average saturation score 30.5. FalcoScan rates Etched's own market position as open. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.

Etched compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
EtchedFounded 2022 · Cupertino, United StatesHighOpenPaid—NoNoHardwareRising
MatXFounded 2022 · Mountain View, United StatesHighOpenPaid—NoNoHardwareRising
FuriosaAIFounded 2017 · Seoul, South KoreaHighOpenPaid—NoNoHardwareRising
RebellionsFounded 2020 · Seoul, South KoreaHighOpenPaid—NoNoHardwareRising
TenstorrentFounded 2016 · Toronto, CanadaHighOpenPaid—NoYesHardwareRising
CambriconFounded 2016 · Beijing, ChinaModerateOpenPaid—NoNoHardwareStable

Exact opportunity and saturation scores for all 6 of these, and where each ranks in AI Models.

See them free for 7 days
What it ships with

Capabilities & who uses it

The capabilities Etched exposes to builders and the verticals it currently serves.

AI Capabilities
Hardware AccelerationInference
Industry Verticals
CloudInfrastructure
Tagged

Etched shows up when builders search for these

ai-chipshardwareasicfrontierinference
Similar tools · AI Models

Alternatives to Etched

Products still running that do the same job, from the ai models market and related ones, closest match first.

See the AI Models market
AI Models
MatX

Chips optimized for large language models

Opportunity High
Paid
AI Models
FuriosaAI

Sustainable AI accelerators

Opportunity High
Paid
AI Models
Rebellions

AI accelerator chips from Korea

Opportunity High
Paid
AI Models
Tenstorrent

Open-source AI compute

Opportunity High
Paid
AI Models
Cambricon

AI chips from China

Opportunity Moderate
Paid
AI Models
Horizon Robotics

Edge AI chips for autonomous driving

Opportunity High
Paid
Featured in
Questions

Etched: common questions

Is Etched free?

No. Etched is a paid product.

What are the best alternatives to Etched?

The closest alternatives to Etched that are still running, matched on the AI capabilities, uses and audience they share, are MatX, FuriosaAI, Rebellions, Tenstorrent, and Cambricon.

Is Etched still running?

Yes. As of 2 November 2026, FalcoScan lists Etched as operating at etched.com.

Where is Etched based?

Etched is headquartered in Cupertino, United States.

Does Etched have an API?

FalcoScan's records show no public API for Etched.

Who is Etched for?

Etched is built for enterprises and cloud providers.

How do I sign in to Etched?

Sign in on Etched's own website, etched.com. FalcoScan reviews Etched but does not run its accounts, so logins, passwords and billing are handled by Etched directly.

Back to Browse