Cohere Embed v4.0

Dec 2024
Cohere Embed v4.0
Compare in
on
$0.12per 1M tokens
71.8RTEB German beta
Dec 2024released
128K tokensMax input

Ranking?

Full ranking →
1Topk Embed v1 Small85.62Topk Embed v1 Xsmall84.23Nemotron 3 Embed 8B BF1677.24Dinghy Law 8B v177.15Voyage 4 Large76.9
···
14Cohere-embed-v4.0 (output_dtype=binary)72.215Cohere Embed v4.071.816Octen VL Embedding Large70.9

Benchmarks

in Embeddings & Retrieval
RTEB Finnish beta · Mean over tasks · English75#21
RTEB French beta · Mean over tasks · multilingual (2 languages)52.5#34
RTEB German beta · Mean over tasks · German71.8#15
RTEB Health beta · Mean over tasks · multilingual (4 languages)62.6#25
RTEB Law beta · Mean over tasks · multilingual (4 languages)50.4#48

FAQ

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).