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Throughput Efficiency on ToolBench

4,602Throughput (tokens/s)

Benign

Updated 4d ago

Evaluation Results

Method	Links
Benign 2026.01		4,602
Overthink 2026.01		4,550
Overthink 2026.01		4,058
Benign 2026.01		4,001
Benign 2026.01		3,812
Benign 2026.01		3,753
Overthink 2026.01		3,728
Overthink 2026.01		3,711
Benign 2026.01		3,594
Overthink 2026.01		3,189
Benign 2026.01		2,898
Overthink 2026.01		2,724
MCTS-based tool-layer DoS attack 2026.01		2,324
MCTS-based tool-layer DoS attack 2026.01		2,106
MCTS-based tool-layer DoS attack 2026.01		1,793
MCTS-based tool-layer DoS attack 2026.01		1,716
MCTS-based tool-layer DoS attack 2026.01		1,672
MCTS-based tool-layer DoS attack 2026.01		1,417