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
- 2100
Performance Record
Wins793 (37.8%)
Losses1229 (58.5%)
Ties78 (3.7%)
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.
SciFact
ELO 151346.3% WR162W-187L-1T
Accuracy Metrics
- nDCG@5
- 0.868
- nDCG@10
- 0.878
- Recall@5
- 0.887
- Recall@10
- 0.906
Latency Distribution
- Mean
- 638ms
- P50 (Median)
- 612ms
- P90
- 819ms
MSMARCO
ELO 148836.0% WR126W-161L-63T
Accuracy Metrics
- nDCG@5
- 0.990
- nDCG@10
- 0.990
- Recall@5
- 1.000
- Recall@10
- 1.000
Latency Distribution
- Mean
- 317ms
- P50 (Median)
- 299ms
- P90
- 320ms
business reports
ELO 147044.3% WR155W-192L-3T
Latency Distribution
- Mean
- 395ms
- P50 (Median)
- 324ms
- P90
- 570ms
DBPedia
ELO 139036.9% WR129W-217L-4T
Accuracy Metrics
- nDCG@5
- 0.691
- nDCG@10
- 0.760
- Recall@5
- 0.063
- Recall@10
- 0.107
Latency Distribution
- Mean
- 355ms
- P50 (Median)
- 305ms
- P90
- 523ms
FiQa
ELO 137834.6% WR121W-222L-7T
Accuracy Metrics
- nDCG@5
- 0.121
- nDCG@10
- 0.127
- Recall@5
- 0.118
- Recall@10
- 0.130
Latency Distribution
- Mean
- 589ms
- P50 (Median)
- 603ms
- P90
- 913ms
PG
ELO 133528.6% WR100W-250L-0T
Latency Distribution
- Mean
- 661ms
- P50 (Median)
- 613ms
- P90
- 792ms
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.