Edition 2026-11-04

Embeddings. Data to decide.

Models for semantic search, RAG and code retrieval.

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  • 9 products and plans in this category

Editorial editionGeneral review: 2026-11-04Not a real-time feed

Embeddings 9

8 of 8
Rankname(dimensions)(tokens)
1Voyage 4 Lite$0.021,02432,000
2Voyage 4$0.061,02432,000
3Cohere Embed 5 Fast$0.082,048128,000
4Mistral Embed$0.101,0248,000
5Cohere Embed 5 Pro$0.122,048128,000
5Voyage 4 Large$0.121,02432,000
5Voyage Code 4$0.121,02432,000
8Codestral Embed$0.153,0728,000

The differences at a glance

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Text price

USD / M tokens · lower rate

  1. Voyage 4 Lite$0.02 (Best value)
  2. Voyage 4$0.06
  3. Cohere Embed 5 Fast$0.08
  4. Mistral Embed$0.10
  5. Cohere Embed 5 Pro$0.12
  6. Voyage 4 Large$0.12
  7. Voyage Code 4$0.12
  8. Codestral Embed$0.15
1 with no data · left out of the chart
Source: vendor documentation · 2026-11-04

Reference dimensions

dimensions · a spec, not a score

  1. Codestral Embed3,072
  2. Cohere Embed 5 Fast2,048
  3. Cohere Embed 5 Pro2,048
  4. Cohere Embed 41,536
  5. Mistral Embed1,024
  6. Voyage 41,024
  7. Voyage 4 Large1,024
  8. Voyage 4 Lite1,024
  9. Voyage Code 41,024
Source: vendor documentation · 2026-11-04

Input per document

tokens · a spec, not a score

  1. Cohere Embed 4128K
  2. Cohere Embed 5 Fast128K
  3. Cohere Embed 5 Pro128K
  4. Voyage 432K
  5. Voyage 4 Large32K
  6. Voyage 4 Lite32K
  7. Voyage Code 432K
  8. Codestral Embed8K
  9. Mistral Embed8K
Source: vendor documentation · 2026-11-04

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