Datasets:

jablonkagroup
/

corral_score

model stringclasses 2 values	environment stringclasses 8 values	agent stringclasses 2 values	subtype stringclasses 3 values	level stringclasses 3 values	verbosity stringclasses 3 values	task_type stringclasses 2 values	prompt_tokens int64 24.6k 8.36M	completion_tokens int64 150 540k	total_tokens int64 25.9k 8.52M	average_score float64 0 1	overall_success_rate float64 0 1	pass@1 float64 0 1	pass@2 float64 0 1	pass@3 float64 0 1	pass@4 float64 0 1	pass@5 float64 0 1	pass^1 float64 0 1	pass^2 float64 0 1	pass^3 float64 0 1	pass^4 float64 0 1	pass^5 float64 0 1	total_tasks int64 1 200	tool_verbosity stringclasses 3 values	total_tool_calls int64 23 2.71k	successful_tool_calls int64 17 2.68k	failed_tool_calls int64 0 260	surrendered_trials float64 0 0 ⌀	total_tool_execution_duration float64 0.01 32.9k	total_benchmark_duration float64 222 45.4k	qa_score float64 0.46 0.94 ⌀
Claude-4.5	spectra	react	null	level_1	workflow	tasks	1,706,955	44,992	1,751,947	0.48	0.48	0.48	0.596	0.6624	0.70736	0.739968	0.48	0.364	0.3144	0.28624	0.267168	20	workflow	1,360	1,360	0	0	2,762.076723	16,455.7058	0.811321
Claude-4.5	spectra	react	null	level_1	workflow	subtasks	3,814,045	540,399	4,354,444	0.49	0.49	0.49	0.5352	0.55792	0.571776	0.581152	0.49	0.4448	0.42232	0.408704	0.399472	200	workflow	2,376	2,337	39	0	3,736.919208	39,248.201375	0.811321
Claude-4.5	spectra	react	null	level_1	brief	tasks	944,865	52,382	997,247	0.42	0.42	0.42	0.516	0.5688	0.6024	0.625632	0.42	0.324	0.2808	0.2568	0.241632	20	brief	1,139	1,139	0	0	4,177.036238	17,183.91992	0.811321
Claude-4.5	spectra	react	null	level_1	brief	subtasks	2,173,094	500,450	2,673,544	0.477	0.477	0.477	0.5214	0.54492	0.559128	0.568459	0.477	0.4326	0.41172	0.400152	0.393019	200	brief	2,563	2,544	19	0	5,250.689175	39,783.796771	0.811321
Claude-4.5	spectra	react	null	level_1	comprehensive	tasks	1,977,048	42,325	2,019,373	0.56	0.56	0.56	0.692	0.7616	0.80336	0.830336	0.56	0.428	0.3656	0.33104	0.309536	20	comprehensive	1,315	1,313	2	0	2,824.359296	16,720.98102	0.811321
Claude-4.5	spectra	react	null	level_1	comprehensive	subtasks	4,414,769	539,852	4,954,621	0.503	0.503	0.503	0.5518	0.57788	0.593848	0.604453	0.503	0.4542	0.43148	0.418872	0.411013	200	comprehensive	2,319	2,288	31	0	3,110.065671	38,302.563767	0.811321
Claude-4.5	spectra	react	null	level_2	workflow	tasks	1,605,571	48,763	1,654,334	0.45	0.45	0.45	0.506	0.534	0.55112	0.5628	0.45	0.394	0.366	0.34888	0.3372	20	workflow	1,292	1,290	2	0	2,113.932176	15,141.423827	0.811321
Claude-4.5	spectra	react	null	level_2	workflow	subtasks	4,032,775	527,571	4,560,346	0.453	0.453	0.453	0.4882	0.5082	0.521224	0.530357	0.453	0.4178	0.4026	0.394376	0.389237	200	workflow	2,654	2,582	72	0	4,632.269108	45,417.94929	0.811321
Claude-4.5	spectra	react	null	level_2	brief	tasks	925,139	59,073	984,212	0.39	0.39	0.39	0.482	0.5364	0.5732	0.600144	0.39	0.298	0.2604	0.2404	0.228144	20	brief	1,113	1,113	0	0	2,932.095846	15,605.381817	0.811321
Claude-4.5	spectra	react	null	level_2	brief	subtasks	2,262,613	507,831	2,770,444	0.452	0.452	0.452	0.4948	0.51656	0.529648	0.538371	0.452	0.4092	0.38816	0.375792	0.367731	200	brief	2,707	2,679	28	0	7,273.959598	43,469.580282	0.811321
Claude-4.5	spectra	react	null	level_2	comprehensive	tasks	1,861,140	47,143	1,908,283	0.45	0.45	0.45	0.566	0.6252	0.66104	0.68472	0.45	0.334	0.2772	0.24376	0.22152	20	comprehensive	1,243	1,243	0	0	1,694.432724	14,510.563835	0.811321
Claude-4.5	spectra	react	null	level_2	comprehensive	subtasks	4,539,640	539,884	5,079,524	0.479	0.479	0.479	0.5222	0.54308	0.555128	0.562894	0.479	0.4358	0.41348	0.399992	0.391054	200	comprehensive	2,512	2,460	52	0	6,224.138195	44,203.165409	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	workflow	tasks	1,592,331	25,607	1,617,938	0.41	0.41	0.41	0.506	0.566	0.60488	0.630896	0.41	0.314	0.278	0.26312	0.256496	20	workflow	1,649	1,649	0	0	2,174.110632	10,720.262091	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	workflow	subtasks	3,968,738	384,019	4,352,757	0.549	0.549	0.549	0.585	0.60276	0.613224	0.620078	0.549	0.513	0.49476	0.483816	0.476558	200	workflow	2,492	2,484	8	0	4,573.815553	29,189.052189	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	brief	tasks	625,493	45,811	671,304	0.25	0.25	0.25	0.29	0.31	0.32168	0.3292	0.25	0.21	0.19	0.17832	0.1708	20	brief	883	883	0	0	1,946.09013	7,804.260256	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	brief	subtasks	1,946,181	373,500	2,319,681	0.515	0.515	0.515	0.5538	0.57524	0.588648	0.597704	0.515	0.4762	0.45884	0.449512	0.443864	200	brief	1,683	1,683	0	0	1,763.870992	26,597.823544	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	comprehensive	tasks	1,885,689	24,902	1,910,591	0.45	0.45	0.45	0.534	0.5796	0.60888	0.62952	0.45	0.366	0.3276	0.30552	0.29112	20	comprehensive	1,451	1,451	0	0	1,936.38	10,928.963302	0.811321
Claude-4.5	spectra	tool_calling	null	level_1	comprehensive	subtasks	4,671,262	418,962	5,090,224	0.557	0.557	0.557	0.5962	0.61532	0.626824	0.634635	0.557	0.5178	0.49772	0.485256	0.476715	200	comprehensive	2,308	2,301	7	0	3,494.390405	27,204.216466	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	workflow	tasks	1,608,921	26,331	1,635,252	0.34	0.34	0.34	0.4	0.436	0.46144	0.480544	0.34	0.28	0.256	0.24256	0.233344	20	workflow	1,643	1,643	0	0	2,524.557759	11,679.117589	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	workflow	subtasks	3,817,132	410,037	4,227,169	0.524	0.524	0.524	0.5504	0.56384	0.571712	0.576742	0.524	0.4976	0.48464	0.477248	0.472582	200	workflow	2,283	2,281	2	0	3,723.986313	27,144.115499	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	brief	tasks	528,665	55,788	584,453	0.23	0.23	0.23	0.258	0.2708	0.27816	0.283088	0.23	0.202	0.1868	0.17704	0.170288	20	brief	745	745	0	0	1,424.22326	6,767.124563	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	brief	subtasks	1,915,995	389,360	2,305,355	0.466	0.466	0.466	0.5024	0.52096	0.532064	0.539354	0.466	0.4296	0.41176	0.401376	0.394634	200	brief	1,659	1,655	4	0	2,355.819159	26,478.593407	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	comprehensive	tasks	1,833,296	24,224	1,857,520	0.4	0.4	0.4	0.472	0.508	0.53056	0.5464	0.4	0.328	0.292	0.26944	0.2536	20	comprehensive	1,441	1,441	0	0	2,264.043033	10,826.463081	0.811321
Claude-4.5	spectra	tool_calling	null	level_2	comprehensive	subtasks	4,522,609	407,007	4,929,616	0.523	0.523	0.523	0.563	0.5806	0.590072	0.595845	0.523	0.483	0.4606	0.446328	0.436485	200	comprehensive	2,322	2,316	6	0	4,298.269086	27,285.586391	0.811321
Claude-4.5	resistor	react	null	level_1	workflow	tasks	493,749	18,252	512,001	0.933333	0.933333	0.933333	0.986667	0.997333	0.999467	0.999893	0.933333	0.88	0.837333	0.8032	0.775893	6	workflow	125	125	0	null	0.240942	2,311.762783	0.903226
Claude-4.5	resistor	react	null	level_1	workflow	subtasks	933,027	51,143	984,170	0.983333	0.983333	0.983333	0.996667	0.999333	0.999867	0.999973	0.983333	0.97	0.959333	0.9508	0.943973	24	workflow	294	294	0	null	0.337433	4,739.292847	0.903226
Claude-4.5	resistor	react	null	level_1	brief	tasks	616,959	16,167	633,126	0.733333	0.733333	0.733333	0.786667	0.829333	0.863467	0.890773	0.733333	0.68	0.669333	0.6672	0.666773	6	brief	168	167	1	null	0.433068	3,787.920249	0.903226
Claude-4.5	resistor	react	null	level_1	brief	subtasks	642,206	45,065	687,271	1	1	1	1	1	1	1	1	1	1	1	1	24	brief	275	275	0	null	0.310041	4,324.540478	0.903226
Claude-4.5	resistor	react	null	level_1	comprehensive	tasks	696,005	22,718	718,723	0.733333	0.733333	0.733333	0.8	0.821333	0.8288	0.831573	0.733333	0.666667	0.621333	0.589867	0.567573	6	comprehensive	172	170	2	null	0.312289	3,856.927418	0.903226
Claude-4.5	resistor	react	null	level_1	comprehensive	subtasks	1,219,204	47,917	1,267,121	0.975	0.975	0.975	0.991667	0.997	0.998867	0.99956	0.975	0.958333	0.947	0.939133	0.93356	24	comprehensive	352	352	0	null	0.25847	5,477.127501	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	workflow	tasks	806,816	13,371	820,187	0.633333	0.633333	0.633333	0.753333	0.817333	0.858933	0.889013	0.633333	0.513333	0.457333	0.423733	0.401013	6	workflow	278	278	0	null	0.497766	3,362.581673	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	workflow	subtasks	1,213,891	30,376	1,244,267	0.883333	0.883333	0.883333	0.91	0.925333	0.9348	0.941013	0.883333	0.856667	0.845333	0.839867	0.837013	24	workflow	678	677	1	null	0.452047	5,250.341519	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	brief	tasks	780,674	9,774	790,448	0.733333	0.733333	0.733333	0.8	0.821333	0.8288	0.831573	0.733333	0.666667	0.621333	0.589867	0.567573	6	brief	256	253	3	null	0.453225	3,647.491388	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	brief	subtasks	960,038	28,987	989,025	0.925	0.925	0.925	0.945	0.953	0.9562	0.95748	0.925	0.905	0.893	0.8858	0.88148	24	brief	416	404	12	null	0.471455	4,912.688507	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	comprehensive	tasks	759,747	12,508	772,255	0.766667	0.766667	0.766667	0.886667	0.942667	0.969867	0.983627	0.766667	0.646667	0.582667	0.547467	0.527627	6	comprehensive	311	310	1	null	0.313296	3,401.239202	0.903226
Claude-4.5	resistor	tool_calling	null	level_1	comprehensive	subtasks	1,534,879	32,991	1,567,870	0.941667	0.941667	0.941667	0.965	0.975667	0.9818	0.985907	0.941667	0.918333	0.905667	0.897533	0.891907	24	comprehensive	504	502	2	null	0.41159	5,074.528591	0.903226
Claude-4.5	retrosynthesis	react	null	level_1	workflow	tasks	538,365	30,221	568,586	1	1	1	1	1	1	1	1	1	1	1	1	8	workflow	402	402	0	null	359.955798	3,237.411713	null
Claude-4.5	retrosynthesis	react	null	level_1	workflow	subtasks	2,330,925	134,878	2,465,803	0.996	0.996	0.996	0.9992	0.99984	0.999968	0.999994	0.996	0.9928	0.99024	0.988192	0.986554	50	workflow	371	371	0	null	366.653873	7,603.581164	null
Claude-4.5	retrosynthesis	react	null	level_1	brief	tasks	275,746	28,681	304,427	0.975	0.975	0.975	0.995	0.999	0.9998	0.99996	0.975	0.955	0.939	0.9262	0.91596	8	brief	275	275	0	null	51.547822	2,238.035377	null
Claude-4.5	retrosynthesis	react	null	level_1	brief	subtasks	866,263	109,189	975,452	1	1	1	1	1	1	1	1	1	1	1	1	50	brief	331	331	0	null	609.049868	6,972.627686	null
Claude-4.5	retrosynthesis	react	null	level_1	comprehensive	tasks	722,316	26,704	749,020	1	1	1	1	1	1	1	1	1	1	1	1	8	comprehensive	313	313	0	null	509.932907	3,353.621974	null
Claude-4.5	retrosynthesis	react	null	level_1	comprehensive	subtasks	3,872,717	140,762	4,013,479	1	1	1	1	1	1	1	1	1	1	1	1	50	comprehensive	385	385	0	null	378.905376	7,588.954671	null
Claude-4.5	retrosynthesis	react	null	level_2	workflow	tasks	2,441,421	25,082	2,466,503	0.75	0.75	0.75	0.81	0.84	0.8556	0.864	0.75	0.69	0.66	0.6444	0.636	8	workflow	559	552	7	null	902.766805	5,966.829799	null
Claude-4.5	retrosynthesis	react	null	level_2	workflow	subtasks	6,271,630	137,958	6,409,588	0.592	0.592	0.592	0.7168	0.77824	0.814336	0.838451	0.592	0.4672	0.40384	0.365824	0.341171	50	workflow	1,224	1,217	7	null	1,297.593705	16,832.767382	null
Claude-4.5	retrosynthesis	react	null	level_2	brief	tasks	1,746,364	27,146	1,773,510	0.775	0.775	0.775	0.845	0.865	0.8714	0.87364	0.775	0.705	0.655	0.6186	0.59164	8	brief	506	499	7	null	682.470544	5,029.607279	null
Claude-4.5	retrosynthesis	react	null	level_2	brief	subtasks	3,995,380	138,001	4,133,381	0.612	0.612	0.612	0.7208	0.77424	0.805664	0.826003	0.612	0.5032	0.44784	0.414496	0.392083	50	brief	900	898	2	null	1,225.444712	12,404.592888	null
Claude-4.5	retrosynthesis	react	null	level_2	comprehensive	tasks	2,646,275	27,465	2,673,740	0.575	0.575	0.575	0.695	0.755	0.791	0.81452	0.575	0.455	0.395	0.359	0.33452	8	comprehensive	627	617	10	null	814.07738	6,510.466623	null
Claude-4.5	retrosynthesis	react	null	level_2	comprehensive	subtasks	8,360,231	157,386	8,517,617	0.4	0.4	0.4	0.4368	0.45664	0.470208	0.480448	0.4	0.3632	0.34624	0.335552	0.327808	50	comprehensive	1,620	1,614	6	null	1,598.013402	21,284.977514	null
Claude-4.5	retrosynthesis	react	null	level_3	workflow	tasks	2,310,587	24,576	2,335,163	0.3	0.3	0.3	0.37	0.408	0.4324	0.44928	0.3	0.23	0.198	0.1796	0.16728	8	workflow	700	694	6	null	1,563.407319	8,060.71868	null
Claude-4.5	retrosynthesis	react	null	level_3	brief	tasks	1,978,123	24,496	2,002,619	0.275	0.275	0.275	0.335	0.359	0.3686	0.37244	0.275	0.215	0.179	0.1574	0.14444	8	brief	626	618	8	null	1,696.929087	7,419.741623	null
Claude-4.5	retrosynthesis	react	null	level_3	comprehensive	tasks	2,382,298	26,765	2,409,063	0.275	0.275	0.275	0.365	0.407	0.4322	0.44924	0.275	0.185	0.137	0.1058	0.08324	8	comprehensive	702	692	10	null	1,618.762666	8,098.15466	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	workflow	tasks	593,898	22,062	615,960	1	1	1	1	1	1	1	1	1	1	1	1	8	workflow	409	409	0	null	413.053765	2,452.775111	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	workflow	subtasks	2,692,486	75,158	2,767,644	1	1	1	1	1	1	1	1	1	1	1	1	50	workflow	457	451	6	null	1,156.605155	6,192.866622	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	brief	tasks	219,963	23,546	243,509	1	1	1	1	1	1	1	1	1	1	1	1	8	brief	227	227	0	null	231.058297	1,691.219552	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	brief	subtasks	1,088,011	84,231	1,172,242	0.972	0.972	0.972	0.9832	0.98832	0.991264	0.993235	0.972	0.9608	0.95472	0.950816	0.948115	50	brief	388	388	0	null	593.579218	5,330.526655	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	comprehensive	tasks	815,746	22,027	837,773	1	1	1	1	1	1	1	1	1	1	1	1	8	comprehensive	343	343	0	null	405.783827	2,801.863504	null
Claude-4.5	retrosynthesis	tool_calling	null	level_1	comprehensive	subtasks	4,224,045	73,180	4,297,225	1	1	1	1	1	1	1	1	1	1	1	1	50	comprehensive	430	430	0	null	435.874901	5,412.352738	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	workflow	tasks	2,137,247	23,284	2,160,531	0.725	0.725	0.725	0.805	0.839	0.8554	0.86396	0.725	0.645	0.599	0.5706	0.55196	8	workflow	711	636	75	null	783.728117	4,885.146121	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	workflow	subtasks	5,368,617	105,806	5,474,423	0.796	0.796	0.796	0.8424	0.8536	0.856992	0.858362	0.796	0.7496	0.7144	0.687008	0.665402	50	workflow	1,010	874	136	null	1,093.285765	9,975.703984	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	brief	tasks	1,845,658	25,951	1,871,609	0.8	0.8	0.8	0.89	0.938	0.9644	0.97928	0.8	0.71	0.668	0.6476	0.63728	8	brief	558	482	76	null	806.129003	4,171.357249	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	brief	subtasks	4,480,313	112,482	4,592,795	0.716	0.716	0.716	0.7992	0.84656	0.87984	0.905082	0.716	0.6328	0.59696	0.5752	0.559482	50	brief	877	723	154	null	1,306.686097	9,772.369358	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	comprehensive	tasks	2,512,020	23,916	2,535,936	0.65	0.65	0.65	0.74	0.782	0.8072	0.82424	0.65	0.56	0.512	0.4808	0.45824	8	comprehensive	606	604	2	null	881.208646	4,761.45689	null
Claude-4.5	retrosynthesis	tool_calling	null	level_2	comprehensive	subtasks	6,960,292	99,644	7,059,936	0.556	0.556	0.556	0.6232	0.6616	0.686176	0.703226	0.556	0.4888	0.46	0.445024	0.436346	50	comprehensive	1,132	1,130	2	null	1,365.089605	11,680.444897	null
Claude-4.5	retrosynthesis	tool_calling	null	level_3	workflow	tasks	2,177,823	23,600	2,201,423	0.325	0.325	0.325	0.355	0.367	0.3718	0.37372	0.325	0.295	0.277	0.2662	0.25972	8	workflow	793	733	60	null	1,849.504622	6,767.181061	null
Claude-4.5	retrosynthesis	tool_calling	null	level_3	brief	tasks	1,855,352	25,030	1,880,382	0.35	0.35	0.35	0.37	0.374	0.3748	0.37496	0.35	0.33	0.314	0.3012	0.29096	8	brief	625	587	38	null	1,888.95542	5,558.242425	null
Claude-4.5	retrosynthesis	tool_calling	null	level_3	comprehensive	tasks	2,870,238	20,691	2,890,929	0.35	0.35	0.35	0.4	0.428	0.4456	0.45776	0.35	0.3	0.278	0.2664	0.25976	8	comprehensive	908	892	16	null	1,791.827626	7,442.709155	null
Claude-4.5	catalyst	react	null	level_1	workflow	tasks	432,508	4,191	436,699	1	1	1	1	1	1	1	1	1	1	1	1	3	workflow	141	141	0	null	25.272591	1,811.943214	0.88
Claude-4.5	catalyst	react	null	level_1	workflow	subtasks	843,235	15,030	858,265	1	1	1	1	1	1	1	1	1	1	1	1	21	workflow	323	319	4	null	29.268701	4,016.044996	0.88
Claude-4.5	catalyst	react	null	level_1	brief	tasks	393,894	3,628	397,522	1	1	1	1	1	1	1	1	1	1	1	1	3	brief	138	138	0	null	26.44794	1,758.885246	0.88
Claude-4.5	catalyst	react	null	level_1	brief	subtasks	772,430	18,222	790,652	1	1	1	1	1	1	1	1	1	1	1	1	21	brief	317	317	0	null	27.675096	3,813.999929	0.88
Claude-4.5	catalyst	react	null	level_1	comprehensive	tasks	491,353	4,207	495,560	1	1	1	1	1	1	1	1	1	1	1	1	3	comprehensive	141	141	0	null	25.823618	1,964.903603	0.88
Claude-4.5	catalyst	react	null	level_1	comprehensive	subtasks	902,088	15,020	917,108	1	1	1	1	1	1	1	1	1	1	1	1	21	comprehensive	318	315	3	null	38.738292	3,892.201158	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	workflow	tasks	472,695	3,842	476,537	1	1	1	1	1	1	1	1	1	1	1	1	3	workflow	159	134	25	null	25.01489	1,841.349747	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	workflow	subtasks	980,608	13,914	994,522	1	1	1	1	1	1	1	1	1	1	1	1	21	workflow	379	329	50	null	26.272654	3,853.725094	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	brief	tasks	501,562	3,808	505,370	1	1	1	1	1	1	1	1	1	1	1	1	3	brief	225	196	29	null	34.378113	2,156.764491	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	brief	subtasks	1,015,606	15,002	1,030,608	0.961905	0.961905	0.961905	0.988571	0.99619	0.998629	0.999482	0.961905	0.935238	0.91619	0.902324	0.892053	21	brief	425	358	67	null	25.491602	4,532.209668	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	comprehensive	tasks	537,704	3,978	541,682	1	1	1	1	1	1	1	1	1	1	1	1	3	comprehensive	165	135	30	null	24.920441	1,972.089296	0.88
Claude-4.5	catalyst	tool_calling	null	level_1	comprehensive	subtasks	979,030	14,759	993,789	1	1	1	1	1	1	1	1	1	1	1	1	21	comprehensive	356	323	33	null	36.15261	3,600.450757	0.88
Claude-4.5	afm	react	null	level_1	workflow	tasks	50,991	3,852	54,843	0	0	0	0	0	0	0	0	0	0	0	0	1	workflow	41	41	0	null	164.878086	598.841912	0.88
Claude-4.5	afm	react	null	level_1	workflow	subtasks	111,206	9,814	121,020	1	1	1	1	1	1	1	1	1	1	1	1	7	workflow	70	70	0	null	263.874696	1,470.552292	0.88
Claude-4.5	afm	react	null	level_1	brief	tasks	56,353	3,816	60,169	0	0	0	0	0	0	0	0	0	0	0	0	1	brief	65	65	0	null	171.13736	779.677083	0.88
Claude-4.5	afm	react	null	level_1	brief	subtasks	194,324	10,047	204,371	0.542857	0.542857	0.542857	0.645714	0.700571	0.736229	0.762011	0.542857	0.44	0.392	0.3632	0.343726	7	brief	247	247	0	null	215.532656	2,389.576089	0.88
Claude-4.5	afm	react	null	level_1	comprehensive	tasks	57,306	4,027	61,333	0.2	0.2	0.2	0.36	0.488	0.5904	0.67232	0.2	0.04	0.008	0.0016	0.00032	1	comprehensive	42	42	0	null	166.929505	811.30921	0.88
Claude-4.5	afm	react	null	level_1	comprehensive	subtasks	214,869	10,198	225,067	1	1	1	1	1	1	1	1	1	1	1	1	7	comprehensive	113	113	0	null	285.582576	1,893.401536	0.88
Claude-4.5	afm	react	null	level_2	workflow	tasks	64,589	4,002	68,591	0	0	0	0	0	0	0	0	0	0	0	0	1	workflow	62	62	0	null	614.70602	1,191.910857	0.88
Claude-4.5	afm	react	null	level_2	workflow	subtasks	188,513	11,704	200,217	0.771429	0.771429	0.771429	0.828571	0.846857	0.853257	0.855634	0.771429	0.714286	0.675429	0.648457	0.629349	7	workflow	167	166	1	null	1,974.312674	3,930.636794	0.88
Claude-4.5	afm	react	null	level_2	brief	tasks	62,457	4,581	67,038	0	0	0	0	0	0	0	0	0	0	0	0	1	brief	71	71	0	null	665.975976	1,321.020592	0.88
Claude-4.5	afm	react	null	level_2	brief	subtasks	190,940	13,769	204,709	0.4	0.4	0.4	0.502857	0.557714	0.593371	0.619154	0.4	0.297143	0.249143	0.220343	0.200869	7	brief	229	229	0	null	1,295.977917	3,504.326295	0.88
Claude-4.5	afm	react	null	level_2	comprehensive	tasks	68,632	3,986	72,618	0	0	0	0	0	0	0	0	0	0	0	0	1	comprehensive	58	58	0	null	309.689908	851.440485	0.88
Claude-4.5	afm	react	null	level_2	comprehensive	subtasks	267,423	12,399	279,822	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	0.428571	7	comprehensive	187	182	5	null	1,590.383202	3,747.400508	0.88
Claude-4.5	afm	react	null	level_3	workflow	tasks	109,513	2,190	111,703	0	0	0	0	0	0	0	0	0	0	0	0	1	workflow	100	94	6	null	2,248.341182	3,244.995929	0.88
Claude-4.5	afm	react	null	level_3	workflow	subtasks	282,851	13,299	296,150	0.3	0.3	0.3	0.35	0.366	0.3716	0.37368	0.3	0.25	0.216	0.1924	0.17568	8	workflow	267	263	4	null	469.474248	3,132.429758	0.88
Claude-4.5	afm	react	null	level_3	brief	tasks	82,432	1,414	83,846	0	0	0	0	0	0	0	0	0	0	0	0	1	brief	100	100	0	null	2,240.184345	3,035.555914	0.88
Claude-4.5	afm	react	null	level_3	brief	subtasks	285,079	13,434	298,513	0.225	0.225	0.225	0.275	0.303	0.3206	0.33276	0.225	0.175	0.153	0.1414	0.13476	8	brief	331	329	2	null	413.164992	3,371.912312	0.88
Claude-4.5	afm	react	null	level_3	comprehensive	tasks	120,660	1,319	121,979	0	0	0	0	0	0	0	0	0	0	0	0	1	comprehensive	98	96	2	null	245.922623	1,197.614835	0.88
Claude-4.5	afm	react	null	level_3	comprehensive	subtasks	292,667	17,721	310,388	0.35	0.35	0.35	0.37	0.374	0.3748	0.37496	0.35	0.33	0.314	0.3012	0.29096	8	comprehensive	214	203	11	null	772.554553	3,343.907851	0.88
Claude-4.5	afm	tool_calling	null	level_1	workflow	tasks	57,721	3,442	61,163	0.8	0.8	0.8	0.96	0.992	0.9984	0.99968	0.8	0.64	0.512	0.4096	0.32768	1	workflow	47	47	0	null	163.479675	581.643799	0.88
Claude-4.5	afm	tool_calling	null	level_1	brief	tasks	62,790	2,638	65,428	0.6	0.6	0.6	0.84	0.936	0.9744	0.98976	0.6	0.36	0.216	0.1296	0.07776	1	brief	65	60	5	null	177.32187	713.066641	0.88
Claude-4.5	afm	tool_calling	null	level_1	comprehensive	tasks	62,236	3,754	65,990	1	1	1	1	1	1	1	1	1	1	1	1	1	comprehensive	39	39	0	null	171.735635	556.91469	0.88
Claude-4.5	afm	tool_calling	null	level_2	workflow	tasks	61,686	3,656	65,342	0	0	0	0	0	0	0	0	0	0	0	0	1	workflow	56	55	1	null	345.388138	806.465181	0.88

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