Amazon Titan Embed Text v1

Sep 2023
Amazon Titan Embed Text v1
Compare in
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$0.10per 1M tokens
68.3ChemTEB
Sep 2023released
8K tokensMax input

Ranking?

Full ranking →
1Inf Retriever v181.62ICT TIME And Querit Embedding v180.93F2LLM v2 14B78.74BOOM 4B v177.85Inf Retriever v1 1.5B77.5
···
31Granite Embedding 97M Multilingual R269.232Amazon Titan Embed Text v168.333F2LLM v2 330M68.3

Alternatives?

ModelScoreCostPriceWhat changes
iCheaperE5 Large v2unstatedOpen+12%-90%$0.01Max input: 8K tokens → 1K tokensBetterBge Base En v1.5unstatedOpen+8%-95%$0.005Max input: 8K tokens → 1K tokensiOpenInf Retriever v1unstated+19%——CheaperBge Large En v1.5unstatedOpen+8%-90%$0.01Max input: 8K tokens → 1K tokensiCheaperMultilingual E5 LargeunstatedOpen+7%-90%$0.01Max input: 8K tokens → 1K tokens

History

2 versions
68.56969.570Oct 23Jan 24Apr 24Release dateChemTEB · Retrievalv1v2
68.56969.570Oct 23Jan 24Apr 24Release dateChemTEB · Retrievalv1v2

Benchmarks

in Embeddings & Retrieval
ChemTEB · Mean over tasks · multilingual (13 languages)73.1#8
ChemTEB · Mean over task types · multilingual (13 languages)51.6#16
ChemTEB · Classification · English85.3#6
ChemTEB · Retrieval · English68.3#32
ChemTEB · Pair Classification · multilingual (13 languages)59.4#17
ChemTEB · Clustering · English44.8#23
ChemTEB · Bitext Mining · English0.3#11

FAQ

How much does Amazon Titan Embed Text v1 cost?›

$0.10 per 1M tokens.

Is Amazon Titan Embed Text v1 free to use?›

There is no free API; it costs $0.10 per 1M tokens.

How good is Amazon Titan Embed Text v1, and what is it best at?›

#32 of 48 in Embeddings.

Is Amazon Titan Embed Text v1 better than Granite Embedding 97M Multilingual R2?›

On ChemTEB · Retrieval · English, Amazon Titan Embed Text v1 scores 68.3 vs 69.2 — about the same.

When was Amazon Titan Embed Text v1 released? Is there a newer version?›

Released 2023-09-27. It is the current version in its line.

Is Amazon Titan Embed Text v1 open source?›

No, Amazon Titan Embed Text v1 is a closed model available through an API. The closest open-weights option here is Inf Retriever v1.

What is Amazon Titan Embed Text v1?›

Amazon Titan Embed Text v1 is a closed embeddings & retrieval model from Amazon, released Sep 2023.

What are the best alternatives to Amazon Titan Embed Text v1?›

E5 Large v2 (cheaper), Bge Base En v1.5 (better), Inf Retriever v1 (open weights).