What the vendor claims, next to what independent boards measured. The two are never mixed in one column.
OpenRouter does not list this model, so there is no price or context window here.
Quoted word for word from the vendor's own launch post or model card. Claims, not measurements.
| Benchmark | Claimed | Source |
|---|---|---|
BRIGHTSetting: Rerank 5 Pro, RCP-nDCG@10The source says: Rerank 5 Pro scores 82.2, outperforming Voyage AI Rerank 3 by 5.8 points and Rerank 4 Pro by 12.4 points | 82.2 | Cohere · Oct 21From Drop #043 · Sat, Oct 24 · Morning |
Parsed-PDF retrieval (average)Setting: Rerank 5 ProThe source says: Pro achieves the highest average score of 89.9 in the evaluated suite | 89.9 | Cohere · Oct 21From Drop #043 · Sat, Oct 24 · Morning |
BRIGHT (RCP-nDCG@10)Setting: Rerank 5 ProThe source says: Rerank 5 Pro scores 82.2, outperforming Voyage AI Rerank 3 by 5.8 points and Rerank 4 Pro by 12.4 points, its largest generational gain across the four headline benchmarks. | 82.2 | Cohere · Oct 21From Drop #038 · Wed, Oct 21 · Evening |
Parsed PDF retrieval (average)Setting: Rerank 5 ProThe source says: On retrieval tasks involving content extracted from PDFs, an important capability for enterprise document search, Pro achieves the highest average score of 89.9 in the evaluated suite. | 89.9 | Cohere · Oct 21From Drop #038 · Wed, Oct 21 · Evening |
Measured by independent sources (Epoch AI, LMArena, OpenRouter's benchmark runs, τ²-bench, Vectara), not by the vendor. "Listed as" is the source's own name for the model, so you can check our match.
No independent results yet. They appear here as Epoch AI and LMArena add this model.
Cohere says Rerank 5 Pro ranked first on 39 of 46 composite datasets and scores 82.2 on BRIGHT. New Context Focus returns the most relevant passages in each document. Pro costs $0.05 per 1M tokens, Fast $0.02.
Why it matters: Retrieval decides which tokens your LLM pays to read; Cohere pitches passage-level reranking as a way to cut agent token bills.
From Drop #043 · Sat, Oct 24 · MorningCohere says Pro ranked first on 39 of 46 composite datasets. New Context Focus returns relevant passages; at a 0.4 threshold a search agent used 34% fewer tokens. API: $0.05 per 1M tokens for Pro, $0.02 for Fast.
Why it matters: Cohere says a score of 0.7 now means a 70% chance a document is useful, so one threshold can decide what reaches your LLM.
From Drop #038 · Wed, Oct 21 · Evening