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eval_comparison · 50 rows

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train · 50 rows

sample_id int64 0 49	res_token_count int64 163 1.39k	nonres_token_count int64 45 1.02k	think_token_count int64 0 424	token_overhead int64 -126 1.09k	res_latency_ms float64 16.9k 120k	nonres_latency_ms float64 6.39k 118k	latency_delta_ms float64 -36,860 105k	em_res int64 0 0	em_nonres int64 0 0	em_delta int64 0 0	sem_res float64 -0.07 0.42	sem_nonres float64 0.41 0.56	sem_delta float64 -0.49 0.01	outcome stringclasses 1 value	reasoning_depth_bin stringclasses 4 values
0	1,102	613	53	489	120,194.9	68,811.2	51,383.7	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
1	530	126	424	404	56,047.4	13,456.5	42,590.9	0	0	0	0.4155	0.5589	-0.1434	both_wrong	long (>300)
2	756	660	162	96	83,187.2	72,564.2	10,623	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
3	1,386	299	0	1,087	118,727.5	30,706.3	88,021.2	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
4	183	169	114	14	19,642	17,025.7	2,616.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
5	179	164	93	15	18,749.2	15,978.9	2,770.3	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
6	317	265	266	52	29,064.3	25,335	3,729.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
7	446	300	209	146	44,613.9	29,315	15,298.9	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
8	600	430	198	170	63,828.8	43,743.3	20,085.5	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
9	381	161	147	220	37,335.4	18,203.4	19,132	0	0	0	-0.0709	0.4155	-0.4864	both_wrong	medium (100-300)
10	465	471	74	-6	48,069.1	51,392.6	-3,323.5	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
11	262	163	104	99	27,118.6	19,104.2	8,014.4	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
12	174	215	85	-41	16,980.2	26,138.9	-9,158.7	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
13	163	115	84	48	16,873.9	11,533.1	5,340.8	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
14	266	226	58	40	21,892.3	17,525.3	4,367	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
15	236	344	0	-108	116,533.8	115,873.3	660.5	0	0	0	0.011	0.4155	-0.4045	both_wrong	no_thinking
16	474	335	266	139	47,707.8	35,034.4	12,673.4	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
17	225	91	158	134	26,649.9	12,828.6	13,821.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
18	276	381	147	-105	29,676.6	40,915.1	-11,238.5	0	0	0	-0.0037	0.4155	-0.4192	both_wrong	medium (100-300)
19	1,042	731	251	311	111,229.2	80,877.9	30,351.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
20	465	257	250	208	49,952	26,938.4	23,013.6	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
21	204	123	156	81	20,809	14,073.9	6,735.1	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
22	1,313	329	0	984	117,768.1	29,803.9	87,964.2	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
23	1,115	285	0	830	118,021	24,109.4	93,911.6	0	0	0	0.1061	0.4155	-0.3094	both_wrong	no_thinking
24	287	182	110	105	25,546.3	16,123.8	9,422.5	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
25	194	241	156	-47	22,537.2	34,653.2	-12,116	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
26	1,173	348	0	825	119,938.1	37,815.5	82,122.6	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
27	243	269	101	-26	23,604.9	29,919.9	-6,315	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
28	1,191	416	0	775	118,094.8	47,937.2	70,157.6	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
29	185	210	111	-25	17,911.4	17,912.8	-1.4	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
30	233	207	182	26	25,748.9	21,958.2	3,790.7	0	0	0	0.4155	0.5589	-0.1434	both_wrong	medium (100-300)
31	1,179	117	0	1,062	117,617.5	12,490.9	105,126.6	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
32	1,353	785	0	568	119,214.4	83,341	35,873.4	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
33	255	45	176	210	30,759.2	6,394.9	24,364.3	0	0	0	0.4155	0.4963	-0.0808	both_wrong	medium (100-300)
34	244	351	134	-107	23,770.7	60,630.7	-36,860	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
35	896	1,022	0	-126	116,873.6	118,147.8	-1,274.2	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
36	467	184	132	283	47,646.1	20,462.6	27,183.5	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
37	323	307	103	16	44,012.2	35,891.5	8,120.7	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
38	604	483	212	121	58,733.7	50,203.2	8,530.5	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
39	1,182	156	0	1,026	119,878.3	15,600.3	104,278	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
40	813	633	86	180	88,774.8	68,071.4	20,703.4	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
41	367	229	218	138	40,908.7	25,296.7	15,612	0	0	0	0.4155	0.4059	0.0096	both_wrong	medium (100-300)
42	999	113	0	886	116,985.4	17,331.1	99,654.3	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
43	368	395	135	-27	35,468	41,988.3	-6,520.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
44	561	231	224	330	62,088.4	33,875.6	28,212.8	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
45	269	238	202	31	32,767	34,081.3	-1,314.3	0	0	0	0.4155	0.4155	0	both_wrong	medium (100-300)
46	1,068	239	0	829	119,000.3	30,481.5	88,518.8	0	0	0	-0.0424	0.4155	-0.4579	both_wrong	no_thinking
47	1,138	238	0	900	117,038.8	24,344	92,694.8	0	0	0	0.4155	0.4155	0	both_wrong	no_thinking
48	166	108	89	58	16,865.1	10,465.7	6,399.4	0	0	0	0.4155	0.4155	0	both_wrong	short (<100)
49	712	194	308	518	76,084.1	18,734	57,350.1	0	0	0	0.4155	0.4155	0	both_wrong	long (>300)

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