AINativeBench / data /processed /RQ2 /SQLAssistant-MCP /retry_breakdown_summary_by_model.csv
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model,count,total_orchestrator_time,total_retry_time_ms,total_business_retry_time_ms,total_retry_all_ms,retry_share_vs_orch,business_retry_share_vs_orch,retry_all_share_vs_orch
DeepSeek-R1,60,56517020.0,3927080.0,28910290.0,32837370.0,0.06948490914772222,0.5115324551789886,0.5810173643267108
DeepSeek-V3-1,60,6763170.0,486290.0,2042420.0,2528710.0,0.07190267285902913,0.30199152172723737,0.3738941945862665
GPT-4o-mini,60,2964260.0,0.0,1325160.0,1325160.0,0.0,0.44704580569855545,0.44704580569855545
GPT-5,60,1572860.0,0.0,704200.0,704200.0,0.0,0.44771944101827243,0.44771944101827243
Gemini-2.5-flash,60,6301860.0,149260.0,1250140.0,1399400.0,0.02368507075688765,0.19837635237850412,0.22206142313539176
Gemini-2.5-flash-nothinking,60,2822870.0,0.0,645850.0,645850.0,0.0,0.2287919741256239,0.2287919741256239
Qwen3-235b,60,5350180.0,0.0,1448850.0,1448850.0,0.0,0.2708039729504428,0.2708039729504428