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 | mongodb | 4.66M requests | -3% |
| 2 | rerank-2.5-lite | mongodb | 3.8M requests | -2% |
| 3 | Rerank v3.5 | cohere | 1.24M requests | -6% |
| 4 | rerank-3-lite | mongodb | 1.13M requests | -30% |
| 5 | rerank-3 | mongodb | 1.04M requests | +5% |
| 6 | Qwen3 Reranker 8B | qwen | 824K requests | +5% |
| 7 | Rerank 4 Pro | cohere | 567K requests | -4% |
| 8 | Rerank 4 Fast | cohere | 441K requests | -17% |
| 9 | Llama Nemotron Rerank VL 1B V2 (free) | nvidia | 49K requests | -11% |
| 10 | Nemotron 3.5 Rerank 8B (free) | nvidia | 45K requests | +11% |
Usage data through
Summary of the rerank Market Share chart above. Share of rerank requests made on OpenRouter in the week beginning Oct 26, 2026, with the change in each author's requests against the week before it. Voyageai leads at 78.2% 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 | 78.2% | +29% |
| 2 | Cohere | 15.6% | -8% |
| 3 | Qwen | 5.6% | +13% |
| 4 | Nvidia | 0.6% | -5% |