[::] Agentic Stacks

Claude Haiku 4.5 vs Cohere Rerank v4.0

Pick two tools from the same category to compare side-by-side.

Claude Haiku 4.5
Fast, cheap small model for classification, routing, high-volume work.
Cohere Rerank v4.0
Cohere's current-generation reranking models (Pro and Fast variants) for boosting retrieval relevance in RAG and agent search.
Category modelmodel
Vendor type commercialcommercial
Pricing usageusage
Strengths
  • + Lowest cost in Claude family
  • + Low latency suitable for real-time interactions
  • + Strong instruction-following for its size
  • + Purpose-built second-stage reranking improves precision of any retriever
  • + Multilingual and handles semi-structured JSON documents
  • + Pro/Fast split lets builders trade quality against latency and throughput
Tradeoffs
  • − Weaker on complex reasoning vs Sonnet/Opus
  • − Lower context window than Sonnet
  • − API-only (no open weights)
  • − Adds an extra network hop and per-query cost to the retrieval pipeline
Used in stacks 4 0

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