Price checkMonthly
TrialFreeModel Vault – Embed 4 Small$2500/moModel Vault – Embed 4 Medium$3250/mo
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All Cohere Embed Plans & Pricing

Plan Monthly Annual Best For
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Trial

  • Free Trial API key issued on signup
  • Rate-limited access to Embed models
  • Not permitted for production or commercial use

Model Vault – Embed 4 Small

  • Embed 4 model on Small performance tier
  • Dedicated, fully managed instance
  • No shared resources or multi-tenancy overhead
  • $4.00/hour or $2,500/month per instance
  • Fixed or Flex pricing plans available

Model Vault – Embed 4 Medium

  • Embed 4 model on Medium performance tier
  • Dedicated, fully managed instance
  • No shared resources or multi-tenancy overhead
  • $5.00/hour or $3,250/month per instance
  • Fixed or Flex pricing plans available
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What does Cohere Embed actually cost you?

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Tier
Billing
Your projected cost$63Kper month · $2500/unit × 25units
Year 1 license$750K12 months at this rate
At a glance

List price by tier (annualized, per unit)

Per-unit list price across Cohere Embed's plans, annualized. Custom-priced tiers show a hatched bar.

TrialCustom
Model Vault – Embed 4 Small$30K/yr
Model Vault – Embed 4 Medium$39K/yr
Quick Answer
Last verified:
Estimate

Cohere Embed costs Free to $3.3K per month as of September 2026, with 3 plans available including a free tier. Plans: Trial (free), Model Vault – Embed 4 Small at $2500/month, and Model Vault – Embed 4 Medium at $3250/month. Pricing depends on your chosen tier, contract length, and negotiated discounts.

Use the interactive pricing calculator to estimate your exact cost based on team size and requirements.

  • Free tier: Yes

Cohere Embed offers 3 pricing tiers: Trial, Model Vault – Embed 4 Small, Model Vault – Embed 4 Medium. A free plan is available. Paid plans include Model Vault – Embed 4 Small at $2500/user/month, Model Vault – Embed 4 Medium at $3250/user/month. The Model Vault – Embed 4 Small plan is production embedding workloads requiring dedicated infrastructure.

Compared to other embedding apis software, Cohere Embed is positioned at the premium price point.

  • 3 documented hidden costs beyond list price
Last verified: | Sources: 1 pricing pages and reviews

How much does Cohere Embed cost?

Cohere Embed offers a free plan with 2 paid tiers from $2500 to $3250/month. Plans include Trial (free), Model Vault – Embed 4 Small at $2500/month, Model Vault – Embed 4 Medium at $3250/month.

Cohere Embed Pricing Overview

Cohere Embed has 3 pricing plans, including a free tier. Paid plans range from $0 to $3,250/month. The Trial plan is free and is best for prototyping and evaluation. The Model Vault – Embed 4 Small plan costs $2,500/month, best for production embedding workloads requiring dedicated infrastructure. The Model Vault – Embed 4 Medium plan costs $3,250/month, best for higher-throughput production embedding workloads.

There are at least 3 documented hidden costs beyond Cohere Embed's list price, including implementation, training, and add-on fees.

This pricing was last verified in August 23, 2026 from 1 independent source.

Start Cohere Embed Free Trial

Cohere Embed is a hosted embedding API offering state-of-the-art text embeddings for semantic search, retrieval-augmented generation (RAG), and classification tasks. The v3 models (English and Multilingual) are priced at $0.10 per 1 million tokens with no monthly minimums, while the newer Embed 4 model costs $0.12 per 1 million tokens and supports a 128,000-token context window. A free trial tier is available for prototyping with rate limits.

How Cohere Embed Pricing Compares

Compare Cohere Embed pricing against top alternatives in Embedding APIs.

Jina Embeddings $0-$500 per million tokens Compare → Mixedbread $0-$20/month Compare → Nomic Embed Custom pricing Compare →

Compare Cohere Embed vs Alternatives

Before committing to Cohere Embed, compare pricing with these 3 alternatives in the same category.

VSJina Embeddings
Free

Developers evaluating Jina embeddings for non-commercial projects

Full comparison
VSMixedbread
Free

Hobbyists and evaluators trying Mixedbread

Full comparison
VSNomic Embed
Custom

Developers self-hosting embeddings

Full comparison

All Cohere Embed alternatives & migration guides

What Companies Actually Pay for Cohere Embed

Review scores
Third-party review aggregates, as of Jun 2026
Top pricing complaints
Inaccurate Text ClassificationInternal Disorganization and Pricing IssuesLimited Free Version and Hidden IntegrationsSimilarity Search Distances

How Cohere Embed Pricing Compares

Software Starting Price Top Price
Cohere Embed Free $3250/month
Jina Embeddings Free $500 per million tokens
Mixedbread Free $20/month
Nomic Embed Custom Custom
Voyage AI $0.02 per million tokens $0.18 per million tokens
OpenAI Embeddings $0.02 per million tokens $0.13 per million tokens

Detailed pricing comparisons:

Browse all Embedding APIs pricing →

3 Cohere Embed Hidden Costs Beyond the List Price

Beyond the listed price, Cohere Embed has at least 3 documented hidden costs that can significantly increase total cost of ownership.

Watch for 3 hidden costs
  • Development and Integration
    high 1 source
    industry "Development and Integration Work: The "real bill is rarely the per-token rate" and often includes the cost of a development team to build the application, integrate the API, and data scientists to fine-tune models."
  • Cloud Infrastructure
    high 1 source
    industry "Cloud Infrastructure Costs: When deployed on cloud marketplaces like AWS Bedrock, additional AWS infrastructure costs may apply, such as "Provisioned Throughput.""
  • Re-embedding
    medium 1 source
    industry "Re-embedding Costs: For applications involving Retrieval-Augmented Generation (RAG), the cost of ingesting and re-embedding documents, especially for large collections or frequent refreshes, is a significant factor."
Tip

Ask your Cohere Embed sales rep about these costs upfront. Getting them in writing before signing can save you from surprise charges later.

Full hidden costs breakdown →

Intelligence sourced from 1 independent sources
industry
Key claims include inline source attribution. Data verified against multiple independent sources. 4 source citations total.

Cohere Embed Contract Terms

Cohere Embed contracts do not auto-renew. Changes require Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered.. These terms are sourced from verified buyer experiences.

Contract Terms
Cancellation Notice Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered.
Minimum Commitment Commit-based billing (monthly or annual) is available for Model Vault dedicated instances.
Based on 1 verified source

Cohere Embed Price History

Pricing changes CostBench has tracked for Cohere Embed, verified across 2 snapshots going back to 2026Q2.

  1. Cohere Embed tier restructure

    Changed from 4 to 3 pricing tiers

  2. Cohere Embed tier renamed

    "Embed v3 English (Pay-as-you-go)" renamed to "Model Vault – Embed 4 Small"

  3. Cohere Embed tier renamed

    "Embed v3 Multilingual (Pay-as-you-go)" renamed to "Model Vault – Embed 4 Medium"

View Cohere Embed's full price history →

Cohere Embed Pricing FAQ

01 How much does Cohere Embed cost?

Cohere Embed v3 (English and Multilingual) costs $0.10 per 1 million input tokens on a pay-as-you-go basis with no monthly minimums. Embed 4, the newer model with a 128K context window, costs $0.12 per 1 million input tokens.

02 Does Cohere Embed have a free tier?

Yes. Cohere offers a free trial API key that provides rate-limited access to Embed endpoints, capped at approximately 1,000 API calls per month across all endpoints and 2,000 inputs per minute. Trial keys are not intended for production use.

03 What is the difference between Embed v3 English and Embed v3 Multilingual?

Both models are priced identically at $0.10 per 1 million tokens. Embed v3 English is optimized for English-language embeddings, while Embed v3 Multilingual supports over 100 languages at near-English quality, making it suitable for global or cross-lingual applications.

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