V

Voyage Multilingual 2

Jun 2024
VVoyage Multilingual 2
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$0.12per 1M tokens
78.1MTEB English v2
Jun 2024released
32K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Gte Qwen2 7B Instruct65.32German Semantic STS v263.23Gte Qwen1.5 7B Instruct624F2LLM v2 14B59.85F2LLM v2 8B59.1
···
21Deepset Mxbai Embed De Large v155.122Voyage Multilingual 255.123Snowflake Arctic Embed L v2.054.9

Alternatives?

ModelScoreCostPriceWhat changes
CheaperJina Embeddings v5 Text SmallunstatedOpen+6%-58%$0.05OpenGte Qwen2 7B Instructunstated+19%——CheaperJina Embeddings v5 Text NanounstatedOpen+2%-83%$0.02Max input: 32K tokens → 8K tokensiCheaperE5 Mistral 7B InstructunstatedOpensame-81%$0.022VCheaperVoyage 3unstatedsame-50%$0.06

Benchmarks

in Embeddings & Retrieval
JMTEB v2 · Clustering · Japanese47.3#49
LongEmbed · Mean over tasks · English79.2#4
LongEmbed · Mean over task types · English79.2#4
LongEmbed · Retrieval · English79.2#4
MTEB German v1 · Clustering · German35.6#20
MTEB German v1 · Classification · German67.9#31
MTEB German v1 · Pair Classification · German55.1#22
MTEB Europe v1 · STS · multilingual (8 languages)69.7#35
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)84.7#57
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.7#60
MTEB French v1 · Classification · French68.3#25
MTEB French v1 · Summarization · French30#90
MTEB French v1 · Pair Classification · French61.8#53
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)63.2#30
MTEB Indic v1 · Reranking · multilingual (2 languages)87.9#13
MTEB Indic v1 · Pair Classification · Hindi64#81
MTEB Indic v1 · STS · multilingual (13 languages)35#60
MTEB Indic v1 · Clustering · multilingual (21 languages)34.2#54
MTEB Dutch v1 · Reranking · Dutch90.6#25
MTEB Polish v1 · Pair Classification · Polish81.7#41
MTEB Polish v1 · Classification · Polish64.6#21
MTEB Portuguese v1 · Multilabel Classification · Portuguese22.1#35
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)61#19
MTEB Medical v1 · Mean over task types · multilingual (10 languages)59.6#21
MTEB Medical v1 · Retrieval · multilingual (10 languages)64.7#17
MTEB Medical v1 · Clustering · English34.9#131
MTEB Medical v1 · Reranking · Mandarin Chinese79.2#52
MTEB Spanish v1 · Pair Classification · Spanish62.2#78
MTEB Thai v1 · Clustering · Thai43.8#56
MTEB Thai v1 · Pair Classification · Thai64.1#85
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)61.2#15
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)61.5#15
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)42.1#31
MTEB Scandinavian v1 · Classification · multilingual (6 languages)61.9#26
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)74.6#4
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)67.6#66
MTEB Russian v1.1 · Classification · Russian61.7#39
MTEB Russian v1.1 · Clustering · Russian55.7#38
MTEB Russian v1.1 · Pair Classification · Russian51.5#124
MTEB Russian v1.1 · Multilabel Classification · Russian32.9#55
RTEB French beta · Mean over tasks · multilingual (2 languages)48.1#48
MTEB multilingual v2 · STS · multilingual (35 languages)68.6#60
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)75.8#78
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)64.5#57

FAQ

How much does Voyage Multilingual 2 cost?›

$0.12 per 1M tokens.

Is Voyage Multilingual 2 free to use?›

There is no free API; it costs $0.12 per 1M tokens.

How good is Voyage Multilingual 2, and what is it best at?›

#200 of 238 in Embeddings.

Is Voyage Multilingual 2 better than Deepset Mxbai Embed De Large v1?›

On MTEB German v1 · Pair Classification · German, Voyage Multilingual 2 scores 55.1 vs 55.1 — about the same.

When was Voyage Multilingual 2 released? Is there a newer version?›

Released 2024-06-10. It is the current version in its line.

Is Voyage Multilingual 2 open source?›

No, Voyage Multilingual 2 is a closed model available through an API. The closest open-weights option here is Gte Qwen2 7B Instruct.

What is Voyage Multilingual 2?›

Voyage Multilingual 2 is a closed embeddings & retrieval model from Voyage AI (MongoDB), released Jun 2024.

What are the best alternatives to Voyage Multilingual 2?›

Jina Embeddings v5 Text Small (cheaper), Gte Qwen2 7B Instruct (open weights).