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Tool Use on Simulated 120-tool benchmark 500 tasks 1.0

480Tokens per TurnB4 CLI Lazy
-1,393.2811,251.3623,89636,540.64Apr 23, 2026

Evaluation results

MethodLinks
B4 CLI Lazy2026.044800.94882.45.40.03
Tool Attention2026.042,3680.919424.30.03
B3 Simple Retrieval2026.044,0820.78812.24.60.04
B2 Static Pruning2026.0411,8650.56583.87.10.09
B1 Full-Schema2026.0447,3120.24724.27.90.21