Claude Sonnet 4.5 optimizes tool execution to unlock 10% of queries that were previously out of reach
Aug 10, 2026
.webp)
Summary
This post details Glean's evaluation of Claude Sonnet 4.5 against Sonnet 4.0, highlighting Sonnet 4.5's ability to tackle an additional 10% of queries previously out of reach. Key improvements are in tool execution efficiency, measured by fewer tool calls (1.61 vs 2.08) and adaptive planning cycles (2.19 vs 3.08). Sonnet 4.5 also shows better parallel tool calling and more efficient parsing of results, committing to answers with higher confidence. This efficiency gain is achieved without degrading correctness or completeness.
More from the Agent Orchestration Platform trail
- AI Agents for Financial Compliance: How Enterprise AI Is Solving the Regulatory Reporting Challenge
- From enterprise search to enterprise context: what AI agents actually need
- Scale AI usage without runaway spend with Glean’s AI usage controls
- Glean Agents can now work independently, build faster, and stay governed at scale
- Glean’s Agentic Engine 2 achieves 94% completeness, excelling at challenging enterprise debugging, writing, and enumeration tasks