Qwen3 Embedding 8B
Supports 119 languages with robust multilingual and cross-lingual retrieval capabilities. Features 8 billion parameters optimized for text retrieval, clustering, and classification tasks across diverse languages.
Model Information
- Provider
- Qwen
- License
- Open Source
- Price per 1M tokens
- $0.050
- Release Date
- 2025-06-06
- Model Name
- qwen3-embedding-8b
- Total Evaluations
- 1917
Performance Record
Wins919 (47.9%)
Losses730 (38.1%)
Ties268 (14.0%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Qwen3 Embedding 8B's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Qwen3 Embedding 8B - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
ARCD
ELO 155050.0% WR120W-45L-75T
Accuracy Metrics
- nDCG@5
- 0.913
- nDCG@10
- 0.919
- Recall@5
- 0.920
- Recall@10
- 0.940
Latency Distribution
- Mean
- 12156ms
- P50 (Median)
- 11913ms
- P90
- 13979ms
SciFact
ELO 152858.3% WR140W-95L-5T
Accuracy Metrics
- nDCG@5
- 0.750
- nDCG@10
- 0.765
- Recall@5
- 0.843
- Recall@10
- 0.883
Latency Distribution
- Mean
- 200031ms
- P50 (Median)
- 196030ms
- P90
- 230036ms
DBPedia
ELO 152554.9% WR130W-89L-18T
Accuracy Metrics
- nDCG@5
- 0.633
- nDCG@10
- 0.625
- Recall@5
- 0.235
- Recall@10
- 0.381
Latency Distribution
- Mean
- 200373ms
- P50 (Median)
- 196366ms
- P90
- 230429ms
FiQa
ELO 152154.2% WR130W-103L-7T
Accuracy Metrics
- nDCG@5
- 0.760
- nDCG@10
- 0.781
- Recall@5
- 0.732
- Recall@10
- 0.814
Latency Distribution
- Mean
- 189471ms
- P50 (Median)
- 185682ms
- P90
- 217892ms
MSMARCO
ELO 150647.1% WR113W-98L-29T
Accuracy Metrics
- nDCG@5
- 1.000
- nDCG@10
- 1.000
- Recall@5
- 0.123
- Recall@10
- 0.224
Latency Distribution
- Mean
- 180144ms
- P50 (Median)
- 176541ms
- P90
- 207166ms
NorQuAD
ELO 150326.7% WR64W-58L-118T
Latency Distribution
- Mean
- 18544ms
- P50 (Median)
- 18173ms
- P90
- 21326ms
business reports
ELO 150247.5% WR114W-115L-11T
Latency Distribution
- Mean
- 93874ms
- P50 (Median)
- 91997ms
- P90
- 107955ms
PG
ELO 149145.0% WR108W-127L-5T
Latency Distribution
- Mean
- 151470ms
- P50 (Median)
- 148441ms
- P90
- 174191ms
Compare Models
See how it stacks up
Compare Qwen3 Embedding 8B with other top embeddings to understand the differences in performance, accuracy, and latency.