AI Models

SambaNova Fast

Enterprise AI at unprecedented speed

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★4.4ratingPricing · PaidHot
The FalcoScan Intel PanelSambaNova Fast · AI Models
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
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 SambaNova Fast does

SambaNova's RDU chips run Llama 405B at 1000+ tokens/sec — for real-time enterprise AI applications.

How SambaNova Fast compares with its closest alternatives

1 of the 5 closest alternatives has a free plan; SambaNova Fast does not. All 5 offer an API, as SambaNova Fast does. SambaNova Fast was founded in 2017; the alternatives were founded between 2016 and 2023, 1 of them earlier. SambaNova Fast is based in Palo Alto, United States; 4 of its 5 alternatives are in the United States too, and the others in Canada.

Market position · AI Models

How SambaNova Fast compares in AI Models

SambaNova Fast has moderate opportunity and sits in the bottom 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 SambaNova Fast'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.

SambaNova Fast compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
SambaNova FastFounded 2017 · Palo Alto, United StatesModerateOpenPaid—NoYesAPIHot
AWS BedrockFounded 2023 · Seattle, United StatesModerateContestedPaid—NoYesAPIStable
Azure OpenAI ServiceFounded 2021 · Seattle, United StatesModerateContestedPaid—NoYesAPIStable
Vertex AI Model GardenFounded 2021 · San Francisco, United StatesModerateContestedFreemium—YesYesWeb, APIStable
Cohere Fine-tuningFounded 2019 · Toronto, CanadaModerateOpenPaid—NoYesAPIStable
Cerebras InferenceFounded 2016 · Sunnyvale, United StatesHighOpenPaid—NoYesAPIRising

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 SambaNova Fast exposes to builders and the verticals it currently serves.

AI Capabilities
LLM Serving
Industry Verticals
TechnologyFinance
Tagged

SambaNova Fast shows up when builders search for these

enterprisefastllama
Similar tools · AI Models

Alternatives to SambaNova Fast

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
AWS Bedrock

Fully managed foundation models on AWS

★ 4.4Opportunity Moderate
Paid
AI Models
Azure OpenAI Service

OpenAI models on Azure infrastructure

★ 4.4Opportunity Moderate
Paid
AI Models
Vertex AI Model Garden

Google Cloud's model catalog

★ 4.4Opportunity Moderate
Freemium
AI Models
Cohere Fine-tuning

Fine-tune LLMs on enterprise data

★ 4.3Opportunity Moderate
Paid
AI Models
Cerebras Inference

Ultra-fast inference on wafer-scale chips

★ 4.6Opportunity High
Paid
AI Models
Cerebras Llama Fast

Llama inference at 2000 tokens per second

★ 4.5Opportunity High
Freemium
Featured in
Questions

SambaNova Fast: common questions

Is SambaNova Fast free?

No. SambaNova Fast is a paid product.

What are the best alternatives to SambaNova Fast?

The closest alternatives to SambaNova Fast that are still running, matched on the AI capabilities, uses and audience they share, are AWS Bedrock, Azure OpenAI Service, Vertex AI Model Garden, Cohere Fine-tuning, and Cerebras Inference.

Is SambaNova Fast still running?

Yes. As of 2 November 2026, FalcoScan lists SambaNova Fast as operating at sambanova.ai.

Where is SambaNova Fast based?

SambaNova Fast is headquartered in Palo Alto, United States.

Does SambaNova Fast have an API?

Yes. SambaNova Fast offers an API.

Who is SambaNova Fast for?

SambaNova Fast is built for enterprises and financial services.

How do I sign in to SambaNova Fast?

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

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