# Agentic Workflow Performance (Static) on FinanceBench + CrewAI Source: [Agentic Workflow Performance (Static) on FinanceBench + CrewAI]() Collection index: [llms.txt]() Data updated: 2026-05-08T11:17:08.298Z Evaluation of static agentic workflow performance using the FinanceBench + CrewAI dataset, measured by latency, time-to-first-byte (TTFT), and hit rate. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Agentic Workflow Performance (Static) | | Dataset (including any stated split) | FinanceBench + CrewAI | | Metric | Latency (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Latency (s)](): Lower is better; unit: TIME. - [TTFT (s)](): Lower is better; unit: TIME. - [Hit Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Latency (s) | Result date | Report paper | | --- | --- | --- | --- | | Full PBKV | 65.01 | Not recorded | 69fd6e5c5497b3b670c89726 | | KVFlow | 80.13 | Not recorded | 69fd6e5c5497b3b670c89726 | | Full PBKV | 80.53 | Not recorded | 69fd6e5c5497b3b670c89726 | | LRU | 96.11 | Not recorded | 69fd6e5c5497b3b670c89726 | | KVFlow | 101.57 | Not recorded | 69fd6e5c5497b3b670c89726 | | LRU | 130.34 | Not recorded | 69fd6e5c5497b3b670c89726 | ### Full PBKV Latency (s): 65.01. Result ID: 69fdc62747f34ce924e1a953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-14B"}. This record does not assert independent reproduction. ### KVFlow Latency (s): 80.13. Result ID: 69fdc62747f34ce924e1a952. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-14B"}. This record does not assert independent reproduction. ### Full PBKV Latency (s): 80.53. Result ID: 69fdc62747f34ce924e1a950. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-32B"}. This record does not assert independent reproduction. ### LRU Latency (s): 96.11. Result ID: 69fdc62747f34ce924e1a951. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-14B"}. This record does not assert independent reproduction. ### KVFlow Latency (s): 101.57. Result ID: 69fdc62747f34ce924e1a94f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-32B"}. This record does not assert independent reproduction. ### LRU Latency (s): 130.34. Result ID: 69fdc62747f34ce924e1a94e. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-32B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.