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E5
AI Model

Embed 5 Fast

New· 4

Lower-cost sibling of Cohere's Embed 5 Pro, for high-volume multimodal embedding and indexing across 100+ languages

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TrustList summary

Embed 5 Fast is the smaller and lower-cost of the two Embed 5 models that Cohere released on 30 September 2026. It shares the inputs, language coverage and output options of Embed 5 Pro. It is aimed at indexing large volumes of content, where cost and response time count for more than the last few points of retrieval accuracy.

What Embed 5 Fast does

  • Multimodal embeddings: text, images, fused text and images, and parsed documents.
  • Same context and outputs: a 128,000-token context, vectors from 2048 down to 256 dimensions, and float, int8 or binary output.
  • Multilingual coverage: more than 100 languages, as with Embed 5 Pro.
  • Where to run it: Cohere's API or Model Vault, Microsoft Foundry, Amazon SageMaker, Cohere's North platform, or a private deployment.

Customers and markets

Teams running high-volume indexing, where cost and latency matter most.

Key facts

  • Released: 30 September 2026
  • Context: 128,000 tokens
  • Benchmarks: no separate evaluation results from Cohere could be checked for this model

Summary written by TrustList from the business's own published information, Oct 2026.

Benchmarks & AI stats

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Categories & features

Trust Score

4/ 100
Trust Score: New

An earned signal from verification, reviews, awards, transparency and engagement - the vendor can't buy it.

Verification
0/100 · 20%
Reviews
0/100 · 30%
Awards
0/100 · 15%
Transparency
18/100 · 20%
Engagement
0/100 · 15%
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Updated 10/2/2026

What the business tells TrustList

Founded
2026 (0 years) evidence sent

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