V

Voyage Multilingual 2

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

Rankingconfiguration unstated?

Full ranking →
1Gte Qwen1.5 7B Instruct92.82Gte Qwen2 7B Instruct92.73E5 Mistral 7B Instruct91.24Arabic English Sts Matryoshka91.15Paraphrase Multilingual Mpnet Base v290.7
···
59Granite Embedding 107M Multilingual84.760Voyage Multilingual 284.761Snowflake Arctic Embed M v2.084.5

Alternatives?

ModelScoreCostPriceWhat changes
iCheaperE5 Mistral 7B InstructunstatedOpen+8%-81%$0.022iBetterMultilingual E5 Large InstructunstatedOpen+6%-92%$0.01Max input: 32K tokens → 1K tokensOpenGte Qwen1.5 7B Instructunstated+10%——CheaperJina Embeddings v3unstatedOpen+5%-58%$0.05Max input: 32K tokens → 8K tokensiCheaperMultilingual E5 LargeunstatedOpen+5%-92%$0.01Max input: 32K tokens → 1K tokens

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 Granite Embedding 107M Multilingual?›

On MTEB Europe v1 · Pair Classification · multilingual (11 languages), Voyage Multilingual 2 scores 84.7 vs 84.7 — 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 Qwen1.5 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?›

E5 Mistral 7B Instruct (cheaper), Multilingual E5 Large Instruct (better), Gte Qwen1.5 7B Instruct (open weights).