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ZeroEntropy zembed-1 Embedding Model

ZeroEntropy · Finance & Accounting

No attestation published

Certification per AWS Marketplace.

Provenance reach4 of 12 layers traced

Evidence tier Source Confirmed · 4 captures on record

User ratingNot rated0 reviews on the listing
Runs onUnknownML model
ProvenanceUnknown44% of the provenance layers this product can disclose
Evidence riskHighSign in to see the basis for this band.

What the publisher says

As described on AWS Marketplace.

ZeroEntropy builds Artificial Specialized Intelligence: task-specific models that make repetitive AI workflows faster, cheaper, and more accurate than general frontier LLMs. zembed-1 converts queries and documents into high-quality vector representations that help retrieval systems surface the most relevant context, reduce noise, and improve downstream answer quality.

Built for production AWS deployments, zembed-1 runs as a SageMaker model package in your own account for private real-time inference or batch embedding jobs. It is designed to pair naturally with ZeroEntropy rerankers, while also working as a standalone embedding model for semantic search, hybrid retrieval, clustering, deduplication, and knowledge-base indexing.

Highlights

Highlighted by the publisher on AWS Marketplace.

High-accuracy embeddings for semantic retrieval across legal, manufacturing, financial, medical, STEM, conversational, and code search.

Built for RAG and AI agents - converts queries and documents into vectors that improve recall before reranking or generation.

Enterprise-ready SageMaker deployment with private inference, batch transform support, and transparent per-instance pricing.

Agent build and provenance

See the full provenance

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Compliance

Government
  • FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27

Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.

Vendor

External enrichment

CompanyZeroEntropyAutomated

Plans and pricing as listed

29 listed
ml.g5.2xlarge Inference (Batch)
  • HostHrs
$6.06
ml.g6e.xlarge Inference (Real-Time)
  • HostHrs
$10.422
ml.g5.xlarge Inference (Batch)
  • HostHrs
$5.632
ml.g5.12xlarge Inference (Batch)
  • HostHrs
$28.36
ml.g6.xlarge Inference (Real-Time)
  • HostHrs
$4.507
ml.g6.2xlarge Inference (Real-Time)
  • HostHrs
$4.888
ml.g6.4xlarge Inference (Real-Time)
  • HostHrs
$6.616
ml.g6.8xlarge Inference (Real-Time)
  • HostHrs
$10.072
ml.g6.12xlarge Inference (Real-Time)
  • HostHrs
$23.008
ml.g6.16xlarge Inference (Real-Time)
  • HostHrs
$16.984
ml.g6.24xlarge Inference (Real-Time)
  • HostHrs
$33.376
ml.g6.48xlarge Inference (Real-Time)
  • HostHrs
$66.752
and 17 more plans on the listing

Refund terms

As stated by the publisher on AWS Marketplace.

Please contact support@zeroentropy.dev or ping us on our community Slack/Discord at https://go.zeroentropy.dev/slack and https://go.zeroentropy.dev/discord

Sources

Marketplace listingaws.amazon.com ↗Source
App certificationaws.amazon.com ↗Source
StandardEulaStandardEula ↗Source

Linked repositories

RepositoriesUnknownUnknown

Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.

Pricing
Paid
29 plans listed
Delivery
ML model
Contact support@zeroentropy.dev
Open the source listing ↗

Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.