Traces

Every run: the agent's full trajectory, its submissions over the 20-hour budget, and the final score.

MS/MS De Novo Generation

task page →45 runs · indexed 2026-09-02

#	Model	Reward	Cost	In tok	Out tok	Time	Steps	Submits
1	GPT-5.6	0.1316	$55.65	69.9M	170k	12h 29m	332	2
2	GPT-5.6	0.1312	$87.71	101.7M	199k	15h 19m	453	6
3	Kimi K3	0.1101	$21.35	46.7M	229k	17h 35m	282	6
4	Kimi K3	0.1097	$26.90	62.8M	258k	19h 1m	325	7
5	Kimi K3	0.1091	$18.21	39.5M	209k	19h 3m	239	5
6	Gemini 3.7 Flash	0.1064	$8.88	40.2M	172k	5h 7m	265	2
7	GLM-5.3	0.1050	$34.13	75.8M	305k	18h 42m	336	2
8	GLM-5.3	0.1036	$36.94	94.3M	365k	18h 38m	359	3
9	Grok 4.6	0.1023	$289.71	280.9M	1.3M	20h 0m	1109	91
10	GLM-5.3	0.0941	$44.44	143.9M	417k	17h 20m	450	8
11	Qwen3.8-Max	0.0879	$12.07	38.5M	344k	19h 44m	290	3
12	Gemini 3.7 Flash	0.0865	$5.25	20.8M	119k	3h 41m	172	1
13	Gemini 3.7 Flash	0.0846	$10.26	48.6M	211k	7h 0m	264	3
14	Grok 4.6	0.0709	$86.33	77.3M	437k	10h 44m	317	6
15	Qwen3.8-Max	0.0652	$23.10	77.1M	550k	18h 46m	436	2
16	Muse Spark 1.2	0.0557	$16.81	90.3M	275k	5h 28m	342	4
17	Muse Spark 1.2	0.0507	$33.64	201.0M	350k	2h 20m	488	3
18	Inkling	0.0000	$4.78	4.9M	42k	32m	136	1
19	GLM-5.3	0.0000	$28.55	71.5M	295k	19h 12m	332	2
20	GLM-5.3	0.0000	$43.34	125.4M	382k	18h 56m	463	2
21	GPT-5.6	0.0000	$29.44	43.7M	172k	11h 11m	291	4
22	Inkling	0.0000	$9.60	9.7M	91k	1h 37m	187	1
23	Qwen3.8-Max	0.0000	$18.80	59.9M	558k	19h 4m	366	1
24	DeepSeek V4 Flash Vision Exp	0.0000	$1.89	103.3M	298k	19h 46m	435	3
25	DeepSeek V4 Flash Vision Exp	0.0000	$2.64	142.6M	438k	12h 9m	474	5
26	Inkling	0.0000	$4.22	4.3M	40k	1h 20m	125	2
27	Muse Spark 1.2	0.0000	$8.11	42.2M	266k	2h 10m	169	2
28	Qwen3.8-Max	0.0000	$22.77	75.2M	580k	19h 13m	492	3
29	Grok 4.6	0.0000	$51.24	39.8M	426k	15h 47m	243	5
30	Kimi K3	0.0000	$18.66	38.3M	209k	20h 0m	254	4
31	DeepSeek V4 Flash Vision Exp	0.0000	$2.54	140.9M	373k	17h 33m	473	5
32	Qwen3.8-Max	0.0000	$31.11	106.6M	635k	17h 29m	500	3
33	Inkling	0.0000	$9.21	9.4M	67k	2h 19m	235	1
34	GPT-5.6	0.0000	$115.28	137.3M	233k	11h 7m	603	10
35	Kimi K3	0.0000	$31.98	77.8M	334k	19h 25m	339	4
36	DeepSeek V4 Flash Vision Exp	0.0000	$2.76	151.1M	447k	15h 16m	503	6
37	GPT-5.6	0.0000	$33.43	41.9M	177k	7h 37m	257	4
38	Gemini 3.7 Flash	0.0000	$6.93	28.3M	150k	3h 32m	203	4
39	Grok 4.6	0.0000	$192.75	185.2M	1.2M	14h 10m	766	64
40	DeepSeek V4 Flash Vision Exp	0.0000	$2.75	153.9M	409k	18h 4m	510	2
41	Grok 4.6	0.0000	$86.81	76.6M	468k	16h 53m	336	9
42	Gemini 3.7 Flash	0.0000	$15.58	62.6M	304k	13h 22m	285	2
43	Muse Spark 1.2	0.0000	$7.49	39.5M	207k	4h 45m	218	2
44	Muse Spark 1.2	0.0000	$9.64	33.9M	298k	3h 46m	194	5
45	Inkling	0.0000	$6.19	6.3M	42k	29m	120	1