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Google Gemini Embedding

Leading multimodal embedding for text, images, video, audio.

Embedding ModelVectorEmbeddingModelsAI

About

Leading multimodal embedding for text, images, video, audio. Google's Gemini Embedding is the breakthrough 2026 multimodal embedding — a single model that embeds text, images, video, audio, and PDFs into one shared 3,072-dimensional vector space. The model leads retrieval benchmarks with 67.71 MTEB retrieval score and achieves the highest cross-lingual retrieval score (0.997) of any model in the category.

Enterprise Readiness

from cataloged data

9/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityPartial

Cloud-based: Cloud

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 0d ago

GitHub API2026-05-27

google-gemini

SDK / client libraries· active 2mo ago

TypeScript · Jupyter Notebook · Python · JavaScript

Pricing snapshot2026-05-27

public

Enterprise Use Cases

Integrations

How Google Gemini Embedding compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
Google Gemini Embedding	9 · Emerging	Paid	Cloud	—	0
Labelbox	87 · Leader	Enterprise	Cloud, On-Premise, Hybrid	SOC 2, HIPAA, GDPR, ISO 27001	8
Rudderstack CDP	87 · Leader	Freemium	Cloud, On-Premise, Hybrid, Self-Hosted	SOC 2, GDPR, HIPAA, ISO 27001	8
Airbyte	85 · Leader	Freemium	Cloud, On-Premise, Hybrid, Self-Hosted	SOC 2, GDPR, ISO 27001	8

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Google Gemini Embedding used for?

Google Gemini Embedding is leading multimodal embedding for text, images, video, audio.

Is Google Gemini Embedding free, and how is it priced?

Google Gemini Embedding is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can Google Gemini Embedding be deployed?

Google Gemini Embedding supports Cloud deployment. It is delivered as a cloud-hosted service.

Is Google Gemini Embedding enterprise-ready?

Based on cataloged data, Google Gemini Embedding has an Enterprise Readiness score of 9/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud

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