Voyage 3 Large
Produces 2048-dimensional embeddings with flexible dimensionality options (1024, 512, 256) via Matryoshka Representation Learning. Supports binary quantization for up to 200x cost reduction while maintaining retrieval quality.
Model Information
- Provider
- Voyage AI
- License
- Proprietary
- Price per 1M tokens
- $0.180
- Release Date
- 2025-01-07
- Model Name
- voyage-3-large
- Total Evaluations
- 1914
Performance Record
Wins1006 (52.6%)
Losses633 (33.1%)
Ties275 (14.4%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Voyage 3 Large's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Voyage 3 Large - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
SciFact
ELO 156770.4% WR169W-61L-10T
Accuracy Metrics
- nDCG@5
- 0.796
- nDCG@10
- 0.809
- Recall@5
- 0.840
- Recall@10
- 0.880
Latency Distribution
- Mean
- 92317ms
- P50 (Median)
- 90471ms
- P90
- 106165ms
ARCD
ELO 156156.7% WR136W-39L-65T
Accuracy Metrics
- nDCG@5
- 0.953
- nDCG@10
- 0.960
- Recall@5
- 0.960
- Recall@10
- 0.980
Latency Distribution
- Mean
- 36963ms
- P50 (Median)
- 36224ms
- P90
- 42507ms
DBPedia
ELO 154162.8% WR147W-75L-12T
Accuracy Metrics
- nDCG@5
- 0.675
- nDCG@10
- 0.638
- Recall@5
- 0.255
- Recall@10
- 0.362
Latency Distribution
- Mean
- 97066ms
- P50 (Median)
- 95125ms
- P90
- 111626ms
business reports
ELO 152654.6% WR131W-91L-18T
Latency Distribution
- Mean
- 21279ms
- P50 (Median)
- 20853ms
- P90
- 24471ms
FiQa
ELO 151756.3% WR135W-102L-3T
Accuracy Metrics
- nDCG@5
- 0.753
- nDCG@10
- 0.780
- Recall@5
- 0.742
- Recall@10
- 0.837
Latency Distribution
- Mean
- 80239ms
- P50 (Median)
- 78634ms
- P90
- 92275ms
PG
ELO 151755.0% WR132W-106L-2T
Latency Distribution
- Mean
- 93447ms
- P50 (Median)
- 91578ms
- P90
- 107464ms
NorQuAD
ELO 149922.5% WR54W-54L-132T
Latency Distribution
- Mean
- 11003ms
- P50 (Median)
- 10783ms
- P90
- 12653ms
MSMARCO
ELO 149942.5% WR102W-105L-33T
Accuracy Metrics
- nDCG@5
- 0.997
- nDCG@10
- 0.998
- Recall@5
- 0.122
- Recall@10
- 0.222
Latency Distribution
- Mean
- 75502ms
- P50 (Median)
- 73992ms
- P90
- 86827ms
Compare Models
See how it stacks up
Compare Voyage 3 Large with other top embeddings to understand the differences in performance, accuracy, and latency.