Back to all embeddings

Voyage 3.5

Distilled from voyage-3-large for cost efficiency with flexible sizing options. Achieves 99% vector database cost reduction through binary quantization while maintaining strong retrieval quality.

Leaderboard Rank
#4
of 13
ELO Rating
1515
#4
Win Rate
48.8%
#3
Accuracy (nDCG@10)
0.816
#3
Latency
13ms
#7

Model Information

Provider
Voyage AI
License
Proprietary
Price per 1M tokens
$0.060
Dimensions
1024
Release Date
2025-05-20
Model Name
voyage-3.5
Total Evaluations
1915

Performance Record

Wins934 (48.8%)
Losses738 (38.5%)
Ties243 (12.7%)
Wins
Losses
Ties

Performance Overview

ELO ratings by dataset

Voyage 3.5's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.

Voyage 3.5 - ELO by Dataset

Detailed Metrics

Dataset breakdown

Performance metrics across different benchmark datasets, including accuracy and latency percentiles.

ARCD

ELO 153848.8% WR117W-57L-66T

Accuracy Metrics

nDCG@5
0.950
nDCG@10
0.950
Recall@5
0.980
Recall@10
0.980

Latency Distribution

Mean
23ms
P50 (Median)
23ms
P90
27ms

business reports

ELO 153358.3% WR140W-86L-14T

Latency Distribution

Mean
16ms
P50 (Median)
15ms
P90
18ms

DBPedia

ELO 152858.3% WR137W-89L-9T

Accuracy Metrics

nDCG@5
0.655
nDCG@10
0.637
Recall@5
0.246
Recall@10
0.366

Latency Distribution

Mean
6ms
P50 (Median)
6ms
P90
7ms

FiQa

ELO 151754.6% WR131W-107L-2T

Accuracy Metrics

nDCG@5
0.721
nDCG@10
0.741
Recall@5
0.715
Recall@10
0.793

Latency Distribution

Mean
9ms
P50 (Median)
9ms
P90
11ms

NorQuAD

ELO 151230.4% WR73W-53L-114T

Latency Distribution

Mean
20ms
P50 (Median)
19ms
P90
22ms

MSMARCO

ELO 150846.7% WR112W-102L-26T

Accuracy Metrics

nDCG@5
1.000
nDCG@10
1.000
Recall@5
0.123
Recall@10
0.224

Latency Distribution

Mean
10ms
P50 (Median)
9ms
P90
11ms

SciFact

ELO 149546.3% WR111W-122L-7T

Accuracy Metrics

nDCG@5
0.723
nDCG@10
0.751
Recall@5
0.778
Recall@10
0.853

Latency Distribution

Mean
14ms
P50 (Median)
13ms
P90
16ms

PG

ELO 149247.1% WR113W-122L-5T

Latency Distribution

Mean
10ms
P50 (Median)
10ms
P90
12ms

Compare Models

See how it stacks up

Compare Voyage 3.5 with other top embeddings to understand the differences in performance, accuracy, and latency.