Voyage AI Rerank 2.5 Lite
Lightweight reranking model optimized for cost-efficiency and speed. Provides competitive ranking quality at a lower price point. Suitable for high-volume applications where budget is a priority.
Model Information
- Provider
- Voyage AI
- License
- Proprietary
- Model Name
- voyage-rerank-2.5-lite
- Total Evaluations
- 375
Performance Record
Wins254 (33.9%)
Losses494 (65.9%)
Ties2 (0.3%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Voyage AI Rerank 2.5 Lite's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Voyage AI Rerank 2.5 Lite - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
PG
ELO 151656.0% WR140W-110L-0T
Latency Distribution
- Mean
- 637ms
- P50 (Median)
- 614ms
- P90
- 817ms
BEIR/scifact
ELO 135229.6% WR74W-176L-0T
Accuracy Metrics
- nDCG@5
- 0.862
- nDCG@10
- 0.877
- Recall@5
- 0.892
- Recall@10
- 0.930
Latency Distribution
- Mean
- 642ms
- P50 (Median)
- 618ms
- P90
- 816ms
BEIR/fiqa
ELO 124816.0% WR40W-208L-2T
Accuracy Metrics
- nDCG@5
- 0.111
- nDCG@10
- 0.122
- Recall@5
- 0.103
- Recall@10
- 0.135
Latency Distribution
- Mean
- 592ms
- P50 (Median)
- 610ms
- P90
- 770ms
Compare Models
See how it stacks up
Compare Voyage AI Rerank 2.5 Lite with other top rerankers to understand the differences in performance, accuracy, and latency.