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Explicit Attack on Toy

500Avg Queries (E)o4-mini
-15.84118.08252385.92Feb 13, 2026

Evaluation results

MethodLinks
o4-miniSystem Setup=Orchestrator with SQL and Notification Agent (ON)2026.02500
o4-miniSystem Setup=Pure SQL Agent (PS)2026.0242
gpt-4.1System Setup=Orchestrator with Additional Agents (OA)2026.0239
gem-2.5-flashSystem Setup=Orchestrator with SQL and Notification Agent (ON)2026.0233
gpt-4.1System Setup=Orchestrator with SQL and Notification Agent (ON)2026.0223
o4-miniSystem Setup=Orchestrator with SQL Agent (OS)2026.0216
sonnet-4System Setup=Pure SQL Agent (PS)2026.0215
gpt-4.1System Setup=Pure SQL Agent (PS)2026.0212
sonnet-4System Setup=Orchestrator with SQL Agent (OS)2026.0212
gpt-4.1System Setup=Orchestrator with SQL Agent (OS)2026.0210
gem-2.5-flashSystem Setup=Orchestrator with Additional Agents (OA)2026.028
gpt-4.1-miniSystem Setup=Pure SQL Agent (PS)2026.026
gpt-4.1-miniSystem Setup=Orchestrator with SQL and Notification Agent (ON)2026.026
gpt-4.1-miniSystem Setup=Orchestrator with Additional Agents (OA)2026.026
gpt-4.1-miniSystem Setup=Orchestrator with SQL Agent (OS)2026.024
gem-2.5-flashSystem Setup=Pure SQL Agent (PS)2026.024
gem-2.5-flashSystem Setup=Orchestrator with SQL Agent (OS)2026.024