V

Voyage Code 3

Dec 2024
VVoyage Code 3
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$0.18per 1M tokens
83.1MTEB English v2
Dec 2024released
32K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1LCO Embedding Omni 7B39.72LGAI Embedding Preview38.93Gemini Embedding 00138.34ICT TIME And Querit Embedding v1385Giga Embeddings Instruct37.7
···
95LLM2Vec Mistral 7B Instruct v2 Mntp Supervised31.196Voyage Code 33197Gte Base30.9

Alternatives?

ModelScoreCostPriceWhat changes
CheaperGemini Embedding 001unstated+23%-17%$0.15Max input: 32K tokens → 2K tokensBetterEmbeddingGemma 300MunstatedOpen+21%-99%$0.002Max input: 32K tokens → 2K tokensaOpenLGAI Embedding Previewunstated+25%——iCheaperE5 Mistral 7B InstructunstatedOpen+18%-88%$0.022CheaperText Embedding 005unstated+13%-86%$0.025Max input: 32K tokens → 2K tokens

History

2 versions
28293031Apr 24Jul 24Oct 24Release dateMTEB English · Summarization23
28293031Apr 24Jul 24Oct 24Release dateMTEB English · Summarization23

Benchmarks

in Embeddings & Retrieval
MTEB Medical v1 · Clustering · English36.8#77
MTEB Scandinavian v1 · Classification · multilingual (6 languages)60.9#36
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)41.3#40
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)67.8#64
CoIR · Mean over tasks · multilingual (9 languages)78.5#8
CoIR · Mean over task types · multilingual (9 languages)78.5#8
CoIR · Retrieval · multilingual (9 languages)78.5#8

FAQ

How much does Voyage Code 3 cost?›

$0.18 per 1M tokens.

Is Voyage Code 3 free to use?›

There is no free API; it costs $0.18 per 1M tokens.

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

#141 of 238 in Embeddings.

Is Voyage Code 3 better than LLM2Vec Mistral 7B Instruct v2 Mntp Supervised?›

On MTEB English v2 · Summarization · English, Voyage Code 3 scores 31 vs 31.1 — about the same.

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

Released 2024-12-04. It is the current version in its line.

Is Voyage Code 3 open source?›

No, Voyage Code 3 is a closed model available through an API. The closest open-weights option here is LGAI Embedding Preview.

What is Voyage Code 3?›

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

What are the best alternatives to Voyage Code 3?›

Gemini Embedding 001 (cheaper), EmbeddingGemma 300M (better), LGAI Embedding Preview (open weights).