Rankings data by OpenRouter is licensed under CC BY 4.0. Reuse and republish it with attribution. The Data API docs cover the citation format and JSON access to these datasets.
Rankings data by OpenRouter is licensed under CC BY 4.0. Reuse and republish it with attribution. The Data API docs cover the citation format and JSON access to these datasets.
Rankings data by OpenRouter is licensed under CC BY 4.0. Reuse and republish it with attribution. The Data API docs cover the citation format and JSON access to these datasets.
Live rankings based on real usage data from people reranking query results through models on OpenRouter. View all rerank models
Rankings data by OpenRouter is licensed under CC BY 4.0. Reuse and republish it with attribution. The Data API docs cover the citation format and JSON access to these datasets.
| Rank | Model | Author | requests | Change |
|---|---|---|---|---|
| 1 | rerank-2.5-lite | mongodb | 5.03M requests | +67% |
| 2 | rerank-2.5 | mongodb | 4.91M requests | +8% |
| 3 | rerank-3 | mongodb | 2.66M requests | +70% |
| 4 | rerank-3-lite | mongodb | 1.45M requests | +17% |
| 5 | Rerank v3.5 | cohere | 1.17M requests | -13% |
| 6 | Qwen3 Reranker 8B | qwen | 984K requests | +25% |
| 7 | Rerank 4 Pro | cohere | 692K requests | +23% |
| 8 | Rerank 4 Fast | cohere | 461K requests | -2% |
| 9 | Rerank 5 Fast | cohere | 239K requests | +403% |
| 10 | Rerank 5 Pro | cohere | 143K requests | +168% |
Usage data through
Summary of the rerank Market Share chart above. Share of rerank requests made on OpenRouter in the week beginning Nov 2, 2026, with the change in each author's requests against the week before it. Voyageai leads at 79.5% of the week's requests. Authors the chart groups as others are listed last, so the rows match the series the chart plots.
| Rank | Author | Share of requests | Change in requests |
|---|---|---|---|
| 1 | Voyageai | 79.5% | +11% |
| 2 | Cohere | 15.5% | +9% |
| 3 | Qwen | 4.5% | -13% |
| 4 | Nvidia | 0.6% | +11% |