Cohere Embed v4.0
Dec 2024
Cohere Embed v4.0Compare inon
Cohere Embed v4.0 measured on 5 of 195 Multimodal benchmarks5
BenchmarkByScoreRank
No benchmark matches
Alternatives?
ModelScoreCostPriceWhat changes
CheaperJina Embeddings v4unstatedOpen-11%-58%$0.05tBetterTopk Embed v1 SmallOpen+19%——Max input: 128K tokens → 8K tokensCheaperJina Embeddings v5 Omni SmallunstatedOpen-11%-58%$0.05Max input: 128K tokens → 33K tokenstBetterTopk Embed v1 XsmallOpen+17%——Max input: 128K tokens → 8K tokensOpenJina Embeddings v5 Omni Nanounstated-20%-83%$0.02Max input: 128K tokens → 8K tokensModelScoreCostPriceWhat changes
Jina Embeddings v4unstatedOpen-11%-58%$0.05Jina Embeddings v5 Omni SmallunstatedOpen-11%-58%$0.05Max input: 128K tokens → 33K tokensModelScoreCostPriceWhat changes
tTopk Embed v1 SmallOpen+19%——Max input: 128K tokens → 8K tokenstTopk Embed v1 XsmallOpen+17%——Max input: 128K tokens → 8K tokensModelScoreCostPriceWhat changes
tTopk Embed v1 SmallOpen+19%——Max input: 128K tokens → 8K tokenstTopk Embed v1 XsmallOpen+17%——Max input: 128K tokens → 8K tokensJina Embeddings v4unstatedOpen-11%-58%$0.05Jina Embeddings v5 Omni SmallunstatedOpen-11%-58%$0.05Max input: 128K tokens → 33K tokensJina Embeddings v5 Omni NanounstatedOpen-20%-83%$0.02Max input: 128K tokens → 8K tokensBenchmarks
in Embeddings & RetrievalFAQ
How much does Cohere Embed v4.0 cost?›
$0.12 per 1M tokens.
Is Cohere Embed v4.0 free to use?›
There is no free API; it costs $0.12 per 1M tokens.
How good is Cohere Embed v4.0, and what is it best at?›
#4 of 8 in Multimodal.
Is Cohere Embed v4.0 better than Cohere-embed-v4.0 (output_dtype=binary)?›
On RTEB German beta · Mean over tasks · German, Cohere Embed v4.0 scores 71.8 vs 72.2 — about the same.
When was Cohere Embed v4.0 released? Is there a newer version?›
Released 2024-12-01. It is the current version in its line.
Is Cohere Embed v4.0 open source?›
No, Cohere Embed v4.0 is a closed model available through an API. The closest open-weights option here is Topk Embed v1 Small.
What is Cohere Embed v4.0?›
Cohere Embed v4.0 is a closed embeddings & retrieval model from Cohere, released Dec 2024.
What are the best alternatives to Cohere Embed v4.0?›
Jina Embeddings v4 (cheaper), Topk Embed v1 Small (better).