ResearchBenchmarksAgentic Workflow Performance (Static) on FinanceBench + CrewAIFor AI assistantsMarkdownContent indexAgentic Workflow Performance (Static) on FinanceBench + CrewAIFollow65.01Latency (s)Full PBKV62.396880.035997.675115.3141May 7, 2026Evaluation resultsMethodMethodLinksLatency (s)TTFT (s)Hit RateFull PBKVModel=Qwen3-14BModel=Qwen3-14B2026.0565.016.0655.07KVFlowModel=Qwen3-14BModel=Qwen3-14B2026.0580.137.4239.65Full PBKVModel=Qwen3-32BModel=Qwen3-32B2026.0580.53853.44LRUModel=Qwen3-14BModel=Qwen3-14B2026.0596.119.0226.58KVFlowModel=Qwen3-32BModel=Qwen3-32B2026.05101.579.9139.87LRUModel=Qwen3-32BModel=Qwen3-32B2026.05130.3412.9327.95