# rerank model rankings

| \# | model | card | cheapest list | cheapest effective | unit | providers | tokens/week |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | `mongodb/rerank-2.5-lite` |  |  |  |  | 1 | 4963723151 |
| 2 | `mongodb/rerank-2.5` |  |  |  |  | 1 | 1388540743 |
| 3 | `mongodb/rerank-3-lite` |  |  |  |  | 1 | 935985743 |
| 4 | `mongodb/rerank-3` |  |  |  |  | 1 | 519809132 |
| 5 | `qwen/qwen3-reranker-8b` |  |  |  |  | 2 | 483072735 |
| 6 | `cohere/rerank-5-fast` |  |  |  |  | 1 | 151351582 |
| 7 | `cohere/rerank-5-pro` |  |  |  |  | 1 | 36575913 |
| 8 | `qwen/qwen3-reranker-0.6b` |  |  |  |  | 1 | 15143404 |
| 9 | `voyageai/rerank-2.5-lite` |  |  |  |  | 1 |  |
| 10 | `voyageai/rerank-2.5` |  |  |  |  | 1 |  |
| 11 | `cohere/rerank-4-pro` |  |  |  | $0.0025/search Search units cohere | 1 |  |
| 12 | `cohere/rerank-4-fast` |  |  |  | $0.002/search Search units cohere | 1 |  |
| 13 | `cohere/rerank-v3.5` |  |  |  | $0.001/search Search units cohere | 1 |  |