AI Models

Cohere Embed v4

Multimodal embeddings for RAG pipelines

Visit Cohere Embed v4
★4.4ratingPricing · FreemiumHot
The FalcoScan Intel PanelCohere Embed v4 · AI Models
Data updated 2 November 2026
Opportunity
High
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 Cohere Embed v4 does

Cohere Embed v4 encodes text and images into a unified embedding space for powerful cross-modal search.

How Cohere Embed v4 compares with its closest alternatives

2 of the 5 closest alternatives have a free plan, as Cohere Embed v4 does. All 5 offer an API, as Cohere Embed v4 does. Cohere Embed v4 was founded in 2019; the alternatives were founded between 2020 and 2023. Cohere Embed v4 is based in Toronto, Canada; none of its 5 alternatives is in Canada. They are in the United States and Germany.

Market position · AI Models

How Cohere Embed v4 compares in AI Models

Cohere Embed v4 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 Cohere Embed v4'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.

Cohere Embed v4 compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Cohere Embed v4Founded 2019 · Toronto, CanadaHighOpenFreemium—YesYesAPIHot
Voyage AIFounded 2023 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIHot
Voyage 3Founded 2023 · San Francisco, United StatesHighOpenPaid—NoYesAPIHot
Voyage Rerank 2Founded 2023 · San Francisco, United StatesHighOpenPaid—NoYesAPIHot
Jina Embeddings v3Founded 2023 · Berlin, GermanyHighOpenFreemium—YesYesAPIRising
OpenAI APIFounded 2020 · San Francisco, United StatesHighContestedPaid—NoYesWeb, APIHot

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 Cohere Embed v4 exposes to builders and the verticals it currently serves.

AI Capabilities
Embeddings
Industry Verticals
Software
Tagged

Cohere Embed v4 shows up when builders search for these

embeddingsmultimodalrag
Similar tools · AI Models

Alternatives to Cohere Embed v4

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
Voyage AI

State-of-the-art embedding models for enterprise retrieval

★ 4.6Opportunity High
Freemium
AI Models
Voyage 3

Best retrieval embeddings for RAG

★ 4.5Opportunity High
Paid
AI Models
Voyage Rerank 2

Best-in-class semantic reranker for RAG

★ 4.5Opportunity High
Paid
AI Models
Jina Embeddings v3

Multilingual embeddings for 89 languages

★ 4.4Opportunity High
Freemium
AI Models
OpenAI API

The API powering GPT-4o, o3, and the worlds most used AI models

★ 4.7Opportunity High
Paid
AI Models
Nomic Embed

Open-source text embeddings

★ 4.4Opportunity Moderate
Free
Featured in
Questions

Cohere Embed v4: common questions

Is Cohere Embed v4 free?

Cohere Embed v4 has a free tier, with paid plans.

What are the best alternatives to Cohere Embed v4?

The closest alternatives to Cohere Embed v4 that are still running, matched on the AI capabilities, uses and audience they share, are Voyage AI, Voyage 3, Voyage Rerank 2, Jina Embeddings v3, and OpenAI API.

Is Cohere Embed v4 still running?

Yes. As of 2 November 2026, FalcoScan lists Cohere Embed v4 as operating at cohere.com.

Where is Cohere Embed v4 based?

Cohere Embed v4 is headquartered in Toronto, Canada.

Does Cohere Embed v4 have an API?

Yes. Cohere Embed v4 offers an API.

Who is Cohere Embed v4 for?

Cohere Embed v4 is built for developers.

How do I sign in to Cohere Embed v4?

Sign in on Cohere Embed v4's own website, cohere.com. FalcoScan reviews Cohere Embed v4 but does not run its accounts, so logins, passwords and billing are handled by Cohere Embed v4 directly.

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