| ,Email Responder (CrewAI),Email Responder (MCP),Recruitment (A2A),Recruitment (A2A_mix),Recruitment (MCP),Markdown Val. (CrewAI),Markdown Val. (MCP),Game Builder (CrewAI),Game Builder (MCP),SQL Asst. (A2A),SQL Asst. (A2A_mix),SQL Asst. (MCP),Landing Pg. (A2A),Landing Pg. (A2A_mix),Landing Pg. (MCP),Book Writer (A2A),Book Writer (A2A_mix),Book Writer (MCP),Social M. M. (A2A),Social M. M. (A2A_mix),Social M. M. (MCP) |
| GPT-5,0.9481,0.9850,0.9404,0.9675,0.9728,0.9590,0.9654,0.9905,0.9940,0.8696,0.9145,0.9884,0.8957,0.9513,0.9582,0.9641,0.9684,0.9631,0.9154,0.9499,0.9747 |
| GPT-4o-mini,0.9699,0.9916,0.9574,0.9905,0.9816,0.9648,0.9718,0.9952,0.9975,0.9339,0.9102,0.9835,0.9287,0.9431,0.9649,0.9344,0.9224,0.9416,0.9469,0.9764,0.9896 |
| DeepSeek-V3-1,0.9886,0.9967,0.9888,0.9875,0.9960,0.9713,0.9882,0.9990,0.9993,0.9713,0.9680,0.9964,0.9896,0.9549,0.9926,0.9827,0.9863,0.9911,0.9743,0.9853,0.9952 |
| DeepSeek-R1,0.9972,0.9989,0.9949,1.0000,0.9981,0.9980,0.9992,0.9995,0.9996,0.9955,0.9973,0.9994,0.9922,1.0000,0.9962,0.9935,1.0000,0.9949,0.9833,1.0000,0.9981 |
| Gemini-2.5-flash,0.9963,0.9965,0.9839,1.0000,0.9839,0.9852,0.9912,0.9947,0.9961,0.9773,0.9733,0.9928,0.9657,0.9815,0.9888,0.9775,0.9867,0.9815,0.9651,0.9988,0.9901 |
| Gemini-2.5-flash-nothinking,0.9950,0.9966,0.9805,0.9577,0.9928,0.9873,0.9736,0.9959,0.9975,0.9490,0.9537,0.9955,0.9744,0.8788,0.9925,0.9670,0.9574,0.9776,0.9162,0.9467,0.9857 |
| Qwen3-235b,0.9917,0.9967,0.9947,0.9974,0.9979,0.9694,0.9883,0.9985,0.9990,0.9715,0.9636,0.9963,0.9861,0.9885,0.9853,0.9873,0.9846,0.9905,0.9738,0.9802,0.9924 |
| "Overall Average (time-weighted, all models & projects)",0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893,0.9893 |
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