Reproducing Cloudflare Clairic’s 49% Pipeline-Cost Claim with an Extraction Benchmark

This post reproduces Cloudflare Clairic’s 49% pipeline-cost claim with a practical extraction benchmark comparing specialized System One extraction against reasoning LLM calls on cost, latency, and accuracy.