Cohere Rerank 3.5
Advanced reranking model with improved reasoning and multilingual capabilities for enterprise data. Excels in complex enterprise scenarios including Finance, E-commerce, and Hospitality across 100+ languages.
Model Information
- Provider
- Cohere
- License
- Proprietary
- Price per 1M tokens
- $0.050
- Release Date
- 2024-12-02
- Model Name
- cohere-rerank-v3.5
- Total Evaluations
- 3000
Performance Record
Wins1230 (41.0%)
Losses1696 (56.5%)
Ties74 (2.5%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Cohere Rerank 3.5's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Cohere Rerank 3.5 - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
arguana
ELO 164745.0% WR225W-275L-0T
Accuracy Metrics
- nDCG@5
- 0.267
- nDCG@10
- 0.355
- Recall@5
- 0.520
- Recall@10
- 0.800
Latency Distribution
- Mean
- 570ms
- P50 (Median)
- 373ms
- P90
- 617ms
MSMARCO
ELO 155940.4% WR202W-264L-34T
Accuracy Metrics
- nDCG@5
- 0.522
- nDCG@10
- 0.553
- Recall@5
- 0.700
- Recall@10
- 0.800
Latency Distribution
- Mean
- 339ms
- P50 (Median)
- 285ms
- P90
- 304ms
DBPedia
ELO 149940.2% WR201W-272L-27T
Accuracy Metrics
- nDCG@5
- 0.156
- nDCG@10
- 0.166
- Recall@5
- 0.004
- Recall@10
- 0.005
Latency Distribution
- Mean
- 286ms
- P50 (Median)
- 279ms
- P90
- 290ms
PG
ELO 145448.4% WR242W-258L-0T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 458ms
- P50 (Median)
- 360ms
- P90
- 615ms
FiQa
ELO 130132.4% WR162W-333L-5T
Accuracy Metrics
- nDCG@5
- 0.124
- nDCG@10
- 0.128
- Recall@5
- 0.123
- Recall@10
- 0.130
Latency Distribution
- Mean
- 364ms
- P50 (Median)
- 315ms
- P90
- 401ms
business reports
ELO 125139.6% WR198W-294L-8T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 334ms
- P50 (Median)
- 293ms
- P90
- 503ms
Compare Models
See how it stacks up
Compare Cohere Rerank 3.5 with other top rerankers to understand the differences in performance, accuracy, and latency.