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Models
AI models
1521 current models, newest first. Each links to its benchmark results, with who ran them.
Best by specialty
Independent and third-party results only · method category-2026-09-29.1
Not ranked yet
Too few independent or third-party results to rank:
Scientific reasoning, Mathematics, Long context, OCR & documents, Law, Medicine & health, Finance, Multilingual, Instruction following, Writing, Speech & audio.
All current models
Best for
- Knowledge & reasoning
- Scientific reasoning
- Mathematics
- Coding & software engineering
- Agentic tool use
- Computer & browser use
- Professional knowledge work
- Long context
- Vision & multimodal understanding
- OCR & documents
- Law
- Medicine & health
- Finance
- Multilingual
- Factuality & hallucination
- Instruction following
- Writing
- Speech & audio
- Human preference
Kind· Reranker
Context
Input price
Weights· Proprietary
Reasoning
| Model | Maker | Kind | Released | Context | Input $/1M | Output $/1M |
|---|---|---|---|---|---|---|
| rerank-lite-1Voyage rerankers · Legacy | Voyage AI | Reranker | 15 Mar 2024 | — | $0.02 | — |
| Rerank v3 (English, Multilingual)Cohere Rerank · Legacy | Cohere | Reranker | 11 Apr 2024 | 4.1K | — | — |
| rerank-1Voyage rerankers · Legacy | Voyage AI | Reranker | 29 May 2024 | — | $0.05 | — |
| rerank-2 (and rerank-2-lite)Voyage rerankers · Legacy | Voyage AI | Reranker | 30 Sep 2024 | 16K | $0.05 | — |
| Rerank 3.5Cohere Rerank | Cohere | Reranker | Dec 2024 | 4.1K | — | — |
| rerank-2.5 (and rerank-2.5-lite)Voyage rerankers | Voyage AI | Reranker | 11 Aug 2025 | 32K | $0.05 | — |
| qwen3-rerankQwen Reranker | Alibaba Group | Reranker | 27 Jan 2026 | — | — | — |
| Rerank 4 (Pro, Fast)Cohere Rerank | Cohere | Reranker | — | 32K | — | — |
| rerank-3 (and rerank-3-lite), previewVoyage rerankers | Voyage AI | Reranker | — | — | $0.05 | — |
- rerank-lite-1Voyage AI · 15 Mar 2024 · — context$0.02in / 1M
- Rerank v3 (English, Multilingual)Cohere · 11 Apr 2024 · 4.1K context—in / 1M
- rerank-1Voyage AI · 29 May 2024 · — context$0.05in / 1M
- rerank-2 (and rerank-2-lite)Voyage AI · 30 Sep 2024 · 16K context$0.05in / 1M
- Rerank 3.5Cohere · Dec 2024 · 4.1K context—in / 1M
- rerank-2.5 (and rerank-2.5-lite)Voyage AI · 11 Aug 2025 · 32K context$0.05in / 1M
- qwen3-rerankAlibaba Group · 27 Jan 2026 · — context—in / 1M
- Rerank 4 (Pro, Fast)Cohere · — · 32K context—in / 1M
- rerank-3 (and rerank-3-lite), previewVoyage AI · — · — context$0.05in / 1M