Purpose-built rerankers are faster and cheaper, but are they better? We argue LLM rerankers win on what matters most in production: instruction-following and iteration speed, with more-than-acceptable tradeoffs on cost and latency. Our discussion is backed by a case study from Superhuman's production hybrid email search system.