rankings / rerank-search-results
The best rerankers for search
41 models & services · 4 callable here now
Public leaderboards exclude rerankers (they need a first-stage retriever), so this ranks by adoption; we publish measured scores as we onboard. Prices are our live per-call rates; ~ marks an estimate until the model is onboarded.
| # | model | score | price | params | status |
|---|---|---|---|---|---|
| 1 | cross-encoder/ms-marco-MiniLM-L6-v2 | - | $0.008 / 1k docs | - | live · use now |
| 2 | jinaai/jina-reranker-v2-base-multilingual | - | $0.008 / 1k docs | - | live · use now |
| 3 | Qwen/Qwen3-Reranker-0.6B | - | $0.008 / 1k docs | - | live · use now |
| 4 | BAAI/bge-reranker-base | - | $0.008 / 1k docs | - | live · use now |
| 5 | cross-encoder/ms-marco-MiniLM-L4-v2 | - | ~$0.008 / 1k docs | 19.2M | coming soon |
| 6 | Alibaba-NLP/gte-reranker-modernbert-base | - | ~$0.008 / 1k docs | 149.6M | coming soon |
| 7 | cross-encoder/ms-marco-MiniLM-L12-v2 | - | ~$0.008 / 1k docs | 33.4M | coming soon |
| 8 | Qwen/Qwen3-Reranker-4B | - | ~$0.008 / 1k docs | 4021.8M | coming soon |
| 9 | cross-encoder/mmarco-mMiniLMv2-L12-H384-v1 | - | ~$0.008 / 1k docs | 117.6M | coming soon |
| 10 | cross-encoder/ms-marco-MiniLM-L2-v2 | - | ~$0.008 / 1k docs | 15.6M | coming soon |
| 11 | Qwen/Qwen3-Reranker-8B | - | ~$0.008 / 1k docs | 8188.5M | coming soon |
| 12 | jinaai/jina-reranker-v3 | - | ~$0.008 / 1k docs | 596.8M | coming soon |
| 13 | mixedbread-ai/mxbai-rerank-xsmall-v1 | - | ~$0.008 / 1k docs | 70.8M | coming soon |
| 14 | Qwen/Qwen3-VL-Reranker-8B | - | ~$0.008 / 1k docs | 8767.1M | coming soon |
| 15 | hotchpotch/japanese-reranker-cross-encoder-small-v1 | - | ~$0.008 / 1k docs | 117.6M | coming soon |
| 16 | Qwen/Qwen3-VL-Reranker-2B | - | ~$0.008 / 1k docs | 2127.5M | coming soon |
| 17 | cross-encoder/stsb-roberta-large | - | ~$0.008 / 1k docs | 355.4M | coming soon |
| 18 | cross-encoder/ms-marco-TinyBERT-L2-v2 | - | ~$0.008 / 1k docs | 4.4M | coming soon |
| 19 | cl-nagoya/ruri-v3-reranker-310m | - | ~$0.008 / 1k docs | 315.2M | coming soon |
| 20 | mixedbread-ai/mxbai-rerank-base-v1 | - | ~$0.008 / 1k docs | 184.4M | coming soon |