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Budget-Constrained Agentic LLM Search Study

Budget-Constrained Agentic LLM Search Study

This arXiv paper presents a measurement study on how search depth, retrieval strategy, and completion budget impact accuracy and cost in agentic RAG systems under fixed constraints. Using the BCAS evaluation harness, it compares six LLMs across three QA benchmarks, finding hybrid retrieval with re-ranking yields top gains and larger budgets aid synthesis tasks.