V

Voyage 3

Sep 2024
VVoyage 3
Compare in
on
$0.06per 1M tokens
53.5MTEB English v2
Sep 2024released
32K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B78.62F2LLM v2 8B77.83F2LLM v2 4B77.64F2LLM v2 1.7B775F2LLM v2 0.6B75.8
···
42Sentence Croissant Alpha v0.244.643Voyage 344.544Mmlw E5 Large44.5

Strong at

B
Embeddings & Retrieval#76 of 200

Alternatives?

ModelScoreCostPriceWhat changes
CheaperJina Embeddings v5 Text NanounstatedOpen+10%-67%$0.02Max input: 32K tokens → 8K tokensiBetterMultilingual E5 Large InstructunstatedOpen+10%-83%$0.01Max input: 32K tokens → 1K tokenscOpenF2LLM v2 14Bunstated+77%——CheaperText Embedding 3 Smallunstated+10%-67%$0.02Max input: 32K tokens → 8K tokensiCheaperE5 Mistral 7B InstructunstatedOpen+10%-63%$0.022

Benchmarks

in Embeddings & Retrieval
JMTEB v2 · Clustering · Japanese46.2#56
LongEmbed · Mean over tasks · English74.1#10
LongEmbed · Mean over task types · English74.1#10
LongEmbed · Retrieval · English74.1#10
MTEB German v1 · Classification · German60.5#60
MTEB German v1 · Pair Classification · German54.8#30
MTEB German v1 · Clustering · German33.4#32
MTEB Europe v1 · Instruction Reranking · English1.3#28
MTEB Europe v1 · STS · multilingual (8 languages)69.4#49
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.9#69
MTEB Europe v1 · Retrieval · multilingual (25 languages)66.7#4
MTEB Europe v1 · Reranking · multilingual (12 languages)60.7#24
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)81#76
MTEB French v1 · Classification · French60.7#57
MTEB French v1 · Clustering · French42#50
MTEB French v1 · Pair Classification · French63.6#42
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)68.2#28
MTEB Indic v1 · STS · multilingual (13 languages)41.6#47
MTEB Indic v1 · Reranking · multilingual (2 languages)87.2#20
MTEB Indic v1 · Retrieval · multilingual (14 languages)87#9
MTEB Indic v1 · Pair Classification · Hindi62.8#84
MTEB Indic v1 · Clustering · multilingual (21 languages)37.1#41
MTEB Dutch v1 · Reranking · Dutch88.4#55
MTEB Polish v1 · Classification · Polish58.7#42
MTEB Polish v1 · Pair Classification · Polish80.2#57
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.2#138
MTEB Law v1 · Mean over tasks · multilingual (3 languages)64.1#15
MTEB Law v1 · Mean over task types · multilingual (3 languages)64.1#15
MTEB Law v1 · Retrieval · multilingual (3 languages)64.1#15
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)61.5#15
MTEB Medical v1 · Mean over task types · multilingual (10 languages)60.6#20
MTEB Medical v1 · Retrieval · multilingual (10 languages)65.1#12
MTEB Medical v1 · Clustering · English35.5#119
MTEB Medical v1 · Reranking · Mandarin Chinese81.2#50
FollowIR · Mean over tasks · English1.3#28
FollowIR · Mean over task types · English1.3#28
FollowIR · Instruction Reranking · English1.3#28
MTEB Spanish v1 · Clustering · Spanish44.5#43
MTEB Spanish v1 · Pair Classification · Spanish61.1#97
MTEB Thai v1 · Pair Classification · Thai61.5#95
MTEB Thai v1 · Clustering · Thai38.1#85
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)58.6#28
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)58.8#30
MTEB Scandinavian v1 · Classification · multilingual (6 languages)57.9#56
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)73.6#7
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)41.2#44
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)62.6#113
MTEB Russian v1.1 · Classification · Russian58.8#52
MTEB Russian v1.1 · Clustering · Russian56.3#39
MTEB Russian v1.1 · Multilabel Classification · Russian31.2#78
MTEB Russian v1.1 · Pair Classification · Russian52#118
RTEB French beta · Mean over tasks · multilingual (2 languages)46#56
RTEB German beta · Mean over tasks · German65#32
RTEB Law beta · Mean over tasks · multilingual (4 languages)54.3#37
MTEB multilingual v2 · STS · multilingual (35 languages)68.5#62
MTEB multilingual v2 · Retrieval · multilingual (120 languages)66.2#15
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)60#71
MTEB multilingual v2 · Instruction Reranking · English1.3#28
MTEB multilingual v2 · Reranking · multilingual (22 languages)63.4#38
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)76.2#73

FAQ

How much does Voyage 3 cost?›

$0.06 per 1M tokens.

Is Voyage 3 free to use?›

There is no free API; it costs $0.06 per 1M tokens.

How good is Voyage 3, and what is it best at?›

#76 of 200 in Embeddings.

Is Voyage 3 better than Sentence Croissant Alpha v0.2?›

On MTEB Spanish v1 · Clustering · Spanish, Voyage 3 scores 44.5 vs 44.6 — about the same.

When was Voyage 3 released? Is there a newer version?›

Released 2024-09-18. It is the current version in its line.

Is Voyage 3 open source?›

No, Voyage 3 is a closed model available through an API. The closest open-weights option here is F2LLM v2 14B.

What is Voyage 3?›

Voyage 3 is a closed embeddings & retrieval model from Voyage AI (MongoDB), released Sep 2024.

What are the best alternatives to Voyage 3?›

Jina Embeddings v5 Text Nano (cheaper), Multilingual E5 Large Instruct (better), F2LLM v2 14B (open weights).