Model comparison
cross-encoder/ms-marco-MiniLM-L6-v2 vs Claude 4 Sonnet
Capability radar, value bars, and side-by-side posture.
cross-encoder/ms-marco-MiniLM-L6-v2
Not scored
value score
Claude 4 Sonnet
91
value score
cross-encoder/ms-marco-MiniLM-L6-v2 ctx
—
Claude 4 Sonnet ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- Claude 4 Sonnet91
Attribute tape
| Field | cross-encoder/ms-marco-MiniLM-L6-v2 | Claude 4 Sonnet |
|---|---|---|
| Developer | cross-encoder | Anthropic |
| Context | — | 200K |
| Modalities | Text, Code, Image | |
| Openness | — | Proprietary Model |
| Speed | — | Fast |
| Price | — | $3/1M in · $15/1M out |
| Value score | — | 91 |
| Summary | A compact cross-encoder reranking model fine-tuned on MS MARCO Passage Ranking, designed to score query–passage pairs for relevance in second-stage retrieval pipelines. It balances speed and accuracy among the MiniLM reranker family, achieving 74.30 NDCG@10 at roughly 1,800 docs/sec on a V100 GPU. | Balanced Claude model for coding and agents. |