Amazon Titan Embed Text v2

Apr 2024
Amazon Titan Embed Text v2
Compare in
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$0.02per 1M tokens
70.1ChemTEB
Apr 2024released
8K tokensMax input

Ranking?

Full ranking →
1SearchMap Preview61.62Text Embedding 3 Large59.93Cohere Embed English v355.74F2LLM v2 8B54.55Cohere Embed Multilingual v353.1
···
12Nomic Embed Text v1.549.613Amazon Titan Embed Text v249.314ICT TIME And Querit Embedding v149.1

Alternatives?

ModelScoreCostPriceWhat changes
sCheaperAll Mpnet Base v2unstatedOpen+2%-75%$0.005Max input: 8K tokens → 0K tokensBetterCohere Embed English v3+13%+400%$0.10Max input: 8K tokens → 1K tokensVOpenSearchMap Previewunstated+25%——sCheaperAll MiniLM L12 v2unstatedOpensame-75%$0.005Max input: 8K tokens → 0K tokenssCheaperAll MiniLM L6 v2unstatedOpensame-75%$0.005Max input: 8K tokens → 0K tokens

History

2 versions
44464850Oct 23Jan 24Apr 24Release dateChemTEB · Clusteringv1v2
44464850Oct 23Jan 24Apr 24Release dateChemTEB · Clusteringv1v2

Benchmarks

in Embeddings & Retrieval
ChemTEB · Mean over tasks · multilingual (13 languages)70.8#19
ChemTEB · Mean over task types · multilingual (13 languages)52.3#13
ChemTEB · Classification · English80.2#33
ChemTEB · Retrieval · English70.1#28
ChemTEB · Pair Classification · multilingual (13 languages)61.6#10
ChemTEB · Clustering · English49.3#13
ChemTEB · Bitext Mining · English0.2#24

FAQ

How much does Amazon Titan Embed Text v2 cost?›

$0.02 per 1M tokens.

Is Amazon Titan Embed Text v2 free to use?›

There is no free API; it costs $0.02 per 1M tokens.

How good is Amazon Titan Embed Text v2, and what is it best at?›

#28 of 48 in Embeddings.

Is Amazon Titan Embed Text v2 better than Nomic Embed Text v1.5?›

On ChemTEB · Clustering · English, Amazon Titan Embed Text v2 scores 49.3 vs 49.6 — about the same.

When was Amazon Titan Embed Text v2 released? Is there a newer version?›

Released 2024-04-30. It is the current version in its line.

Is Amazon Titan Embed Text v2 open source?›

No, Amazon Titan Embed Text v2 is a closed model available through an API. The closest open-weights option here is SearchMap Preview.

What is Amazon Titan Embed Text v2?›

Amazon Titan Embed Text v2 is a closed embeddings & retrieval model from Amazon, released Apr 2024.

What are the best alternatives to Amazon Titan Embed Text v2?›

All Mpnet Base v2 (cheaper), Cohere Embed English v3 (better), SearchMap Preview (open weights).