AI Models

Cerebras

The world-record LLM inference speed on wafer-scale chips

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★4.6ratingPricing · FreemiumHot
The FalcoScan Intel PanelCerebras · AI Models
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.6
of 5 · FalcoScan rating

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 Cerebras does

Cerebras achieves 2,000+ tokens/second on Llama models using wafer-scale silicon — enabling new classes of AI applications that require sub-100ms response times.

How Cerebras compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Cerebras does. All 5 offer an API, as Cerebras does. Cerebras offers a web app. Of the 3 alternatives with platforms on record, 2 offer a web app. Cerebras was founded in 2016; the alternatives were founded between 2016 and 2024. Cerebras is based in Sunnyvale, United States; all its 5 alternatives are in the United States too.

Market position · AI Models

How Cerebras compares in AI Models

Cerebras 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 Cerebras'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.

Cerebras compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
CerebrasFounded 2016 · Sunnyvale, United StatesHighOpenFreemium—YesYesWeb, APIHot
GroqFounded 2016 · Mountain View, United StatesHighContestedFreemium—YesYesWeb, APIHot
Cerebras InferenceFounded 2016 · Sunnyvale, United StatesHighOpenPaid—NoYesAPIRising
Fireworks AIFounded 2022 · Redwood City, United StatesHighContestedFreemium—YesYesWeb, APIHot
vLLMFounded 2023 · Berkeley, United StatesHighOpenFree—YesYesDesktopHot
Cerebras Llama FastFounded 2024 · Sunnyvale, United StatesHighOpenFreemium—YesYesAPIRising

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

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What it ships with

Capabilities & who uses it

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

AI Capabilities
Fast Inference
Industry Verticals
Technology
Tagged

Cerebras shows up when builders search for these

ultra-fastwafer-scalellamarecord-speedinference
Similar tools · AI Models

Alternatives to Cerebras

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
Groq

The fastest LLM inference API, 10x faster than GPU clouds

★ 4.7Opportunity High
Freemium
AI Models
Cerebras Inference

Ultra-fast inference on wafer-scale chips

★ 4.6Opportunity High
Paid
AI Models
Fireworks AI

Production-grade open model inference with the fastest speeds

★ 4.6Opportunity High
Freemium
AI Models
vLLM

High-throughput LLM serving with PagedAttention

★ 4.7Opportunity High
Free
AI Models
Cerebras Llama Fast

Llama inference at 2000 tokens per second

★ 4.5Opportunity High
Freemium
AI Models
SambaNova

Inference-optimized AI cloud for enterprises

★ 4.4Opportunity High
Paid
Featured in
Questions

Cerebras: common questions

Is Cerebras free?

Cerebras has a free tier, with paid plans.

What are the best alternatives to Cerebras?

The closest alternatives to Cerebras that are still running, matched on the AI capabilities, uses and audience they share, are Groq, Cerebras Inference, Fireworks AI, vLLM, and Cerebras Llama Fast.

Is Cerebras still running?

Yes. As of 2 November 2026, FalcoScan lists Cerebras as operating at cerebras.ai.

Where is Cerebras based?

Cerebras is headquartered in Sunnyvale, United States.

Does Cerebras have an API?

Yes. Cerebras offers an API.

Who is Cerebras for?

Cerebras is built for developers and ai builders.

How do I sign in to Cerebras?

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

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