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Traces

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

Kolmogorov Audio Compression

task page →110 runs · indexed 2026-10-08

#	Model	Reward	Cost	In tok	Out tok	Time	Steps	Submits
1	GPT-6 Astra	1.0000	$2526.29	1186.0M	2.6M	19h 52m	2748	60
2	GPT-6 Astra	1.0000	$2608.33	1211.7M	2.6M	19h 14m	2577	57
3	GPT-6 Astra	1.0000	$2728.80	1295.7M	2.6M	19h 47m	2920	59
4	GPT-6 Astra	1.0000	$1955.97	919.3M	1.8M	13h 34m	2031	27
5	Gemini 4 Argon	0.1051	$267.43	253.9M	1.3M	20h 43m	650	14
6	Claude Sonnet 5.5	0.0978	$108.60	441.2M	1.6M	19h 39m	1051	10
7	Claude Sonnet 5.5	0.0941	$68.80	277.4M	1.1M	19h 3m	695	1
8	Claude Sonnet 5.5	0.0934	$70.90	283.8M	1.1M	19h 20m	689	13
9	Claude Sonnet 5.5	0.0867	$89.81	366.1M	1.3M	19h 24m	779	15
10	Claude Opus 5.5	0.0856	$64.20	240.0M	620k	16h 10m	530	20
11	Claude Sonnet 5.5	0.0850	$134.99	552.5M	1.9M	17h 54m	1174	6
12	Claude Opus 5.5	0.0830	$83.18	303.7M	858k	18h 27m	759	19
13	Claude Opus 5.5	0.0789	$67.50	264.9M	554k	16h 28m	614	17
14	Gemini 4 Argon	0.0786	$189.34	268.5M	1.6M	19h 23m	661	14
15	Claude Opus 5.5	0.0783	$41.46	140.9M	515k	18h 1m	396	17
16	Claude Fable 5.1	0.0779	$45.19	77.6M	262k	17h 49m	334	16
17	Gemini 4 Argon	0.0759	$254.33	211.1M	1.1M	19h 34m	466	11
18	Claude Fable 5.1	0.0754	$52.35	88.6M	331k	12h 35m	339	10
19	Claude Fable 5.1	0.0711	$71.87	125.0M	385k	17h 43m	414	18
20	Claude Opus 5	0.0709	$49.79	73.0M	367k	18h 21m	287	9
21	Claude Opus 5	0.0708	$49.82	72.2M	372k	18h 28m	258	6
22	Claude Opus 5	0.0704	$79.01	124.4M	464k	18h 51m	366	13
23	GPT-6 Astra	0.0696	$683.33	329.9M	756k	19h 26m	879	16
24	Claude Fable 5.1	0.0695	$54.46	93.0M	327k	16h 46m	347	11
25	Claude Opus 5.5	0.0694	$57.79	216.0M	560k	18h 11m	500	14
26	Claude Fable 5	0.0684	$67.93	48.0M	274k	18h 50m	256	7
27	Claude Fable 5.1	0.0678	$47.98	81.1M	304k	16h 17m	333	10
28	Claude Haiku 5.5	0.0650	$9.87	161.3M	651k	11h 38m	367	1
29	Gemini 4 Argon	0.0648	$246.66	202.6M	896k	20h 43m	508	10
30	Claude Opus 5	0.0619	$46.80	66.5M	370k	18h 0m	250	9
31	Claude Fable 5	0.0592	$121.06	93.1M	386k	19h 25m	340	15
32	Claude Haiku 5.5	0.0578	$7.35	119.4M	510k	11h 49m	313	9
33	Claude Haiku 5.5	0.0569	$7.56	123.0M	501k	18h 46m	329	4
34	Claude Haiku 5.5	0.0566	$12.02	190.2M	959k	14h 47m	486	5
35	Claude Fable 5	0.0559	$85.54	62.1M	330k	17h 58m	277	11
36	Gemini 4 Argon	0.0474	$174.59	205.7M	1.1M	13h 22m	472	18
37	Grok 4.7	0.0462	$180.50	154.3M	515k	19h 45m	631	5
38	Claude Fable 5	0.0444	$66.84	47.5M	265k	18h 38m	234	5
39	GPT-5.6 Sol	0.0416	$183.22	165.9M	262k	15h 47m	471	12
40	Claude Haiku 5.5	0.0415	$8.31	137.0M	537k	14h 59m	362	2
41	GPT-5.6 Sol	0.0408	$43.32	47.2M	136k	19h 34m	249	10
42	Claude Fable 5	0.0392	$102.94	78.4M	342k	18h 53m	317	19
43	GLM-5.3	0.0369	$28.71	91.1M	330k	19h 38m	343	2
44	GLM-5.3	0.0349	$48.94	118.7M	352k	19h 6m	384	2
45	Grok 4.7	0.0329	$52.47	42.4M	229k	5h 56m	210	12
46	GLM-5.3 Flash	0.0316	$3.90	73.7M	369k	19h 44m	299	7
47	Grok 4.7	0.0313	$93.78	78.9M	256k	12h 4m	313	14
48	Kimi K3	0.0313	$38.45	102.2M	362k	20h 1m	397	10
49	GLM-5.3 Flash	0.0303	$10.53	223.0M	596k	19h 20m	502	15
50	GLM-5.3	0.0298	$35.18	91.1M	311k	19h 41m	366	13
51	GLM-5.3 Flash	0.0288	$2.96	83.8M	329k	18h 56m	365	2
52	GLM-5.3 Flash	0.0270	$4.30	96.9M	346k	19h 28m	348	3
53	DeepSeek V4 Flash Vision Exp	0.0268	$2.15	112.2M	397k	7h 43m	389	3
54	Kimi K3	0.0266	$26.15	60.2M	321k	19h 29m	303	13
55	GLM-5.3	0.0264	$29.01	75.1M	335k	17h 41m	311	6
56	Kimi K3	0.0251	$50.26	120.4M	460k	19h 45m	410	7
57	Kimi K3	0.0250	$34.53	93.2M	354k	19h 44m	395	8
58	Muse Spark 1.3	0.0247	$73.55	80.1M	351k	10h 48m	392	7
59	GLM-5.3	0.0243	$29.39	96.9M	323k	19h 43m	356	1
60	Gemini 3.7 Flash	0.0240	$13.44	120.0M	296k	7h 42m	465	7
61	Gemini 3.7 Flash	0.0232	$21.26	112.5M	588k	9h 45m	340	20
62	DeepSeek V4 Flash Vision Exp	0.0228	$5.13	304.7M	583k	13h 30m	712	7
63	GPT-5.6 Sol	0.0224	$49.42	77.2M	169k	19h 53m	422	11
64	Grok 4.6	0.0221	$127.10	131.5M	617k	19h 58m	617	30
65	Grok 4.7	0.0218	$33.81	32.7M	228k	2h 52m	171	8
66	Muse Spark 1.3	0.0215	$70.26	70.8M	222k	11h 3m	366	12
67	Muse Spark 1.3	0.0200	$64.21	65.3M	198k	19h 54m	404	5
68	Grok 4.6	0.0192	$168.00	174.0M	498k	19h 58m	768	68
69	Muse Spark 1.3	0.0192	$39.49	134.3M	306k	19h 56m	568	3
70	Gemini 3.7 Flash	0.0189	$26.85	83.8M	686k	9h 43m	267	16
71	Qwen3.8-Max-0902	0.0172	$73.87	221.2M	2.8M	19h 53m	570	2
72	Grok 4.6	0.0171	$114.81	118.3M	558k	19h 40m	599	47
73	Qwen3.8-Max	0.0171	$21.55	69.7M	606k	19h 26m	446	15
74	GPT-5.6 Sol	0.0163	$47.54	55.3M	185k	19h 43m	291	10
75	GPT-5.6 Sol	0.0159	$41.60	61.4M	164k	18h 50m	368	11
76	Qwen3.8-Max	0.0155	$18.80	60.7M	524k	19h 36m	400	4
77	Gemini 3.8 Flash	0.0140	$7.34	46.3M	196k	3h 13m	274	6
78	Qwen3.8-Max-0902	0.0136	$47.03	132.4M	2.1M	19h 23m	432	2
79	Grok 4.7	0.0128	$49.77	44.3M	205k	7h 40m	231	6
80	Muse Spark 1.2	0.0126	$49.13	229.2M	341k	8h 52m	575	6
81	Grok 4.6	0.0126	$162.44	156.4M	577k	19h 37m	634	61
82	Muse Spark 1.3	0.0124	$64.76	58.2M	224k	18h 13m	384	11
83	Kimi K3	0.0120	$62.95	172.7M	576k	20h 0m	473	15
84	Qwen3.8-Max	0.0118	$16.99	53.1M	556k	19h 0m	415	2
85	Gemini 3.7 Flash	0.0110	$6.63	19.2M	229k	5h 4m	166	5
86	Grok 4.6	0.0106	$206.03	201.8M	768k	19h 59m	845	63
87	Claude Opus 5	0.0105	$138.91	229.6M	656k	19h 23m	449	9
88	Muse Spark 1.2	0.0104	$27.73	109.9M	451k	7h 13m	358	10
89	Gemini 3.8 Flash	0.0102	$13.79	78.6M	180k	10h 32m	411	11
90	Gemini 3.8 Flash	0.0100	$7.64	32.7M	97k	6h 4m	255	5
91	Qwen3.8-Max	0.0098	$20.15	54.4M	994k	19h 8m	321	6
92	Gemini 3.8 Flash	0.0097	$6.87	33.3M	108k	7h 49m	251	7
93	Muse Spark 1.2	0.0097	$69.69	161.5M	457k	8h 41m	441	5
94	Gemini 3.7 Flash	0.0097	$3.47	13.3M	97k	5h 22m	153	4
95	DeepSeek V4 Flash Vision Exp	0.0094	$6.17	373.9M	627k	11h 53m	798	9
96	Gemini 3.8 Flash	0.0094	$15.15	81.6M	161k	9h 26m	425	11
97	Qwen3.8-Max	0.0089	$23.54	77.9M	588k	18h 20m	403	2
98	Qwen3.8-Max-0902	0.0087	$44.20	104.3M	2.8M	19h 20m	333	2
99	Muse Spark 1.2	0.0087	$13.25	53.2M	190k	6h 44m	295	3
100	DeepSeek V4 Flash Vision Exp	0.0081	$3.17	180.3M	434k	7h 52m	554	2
101	Qwen3.8-Max-0902	0.0080	$44.17	113.8M	2.4M	19h 47m	337	1
102	Inkling	0.0073	$7.83	8.2M	21k	1h 33m	141	2
103	Muse Spark 1.2	0.0065	$21.18	65.3M	269k	5h 22m	313	3
104	Inkling	0.0061	$5.43	5.5M	41k	1h 2m	147	2
105	Inkling	0.0061	$13.67	14.2M	40k	2h 24m	225	2
106	GLM-5.3 Flash	0.0056	$7.03	151.5M	495k	17h 26m	374	10
107	DeepSeek V4 Flash Vision Exp	0.0056	$3.93	222.7M	553k	14h 38m	530	7
108	Inkling	0.0039	$4.62	4.8M	24k	1h 6m	101	1
109	Inkling	0.0030	$5.70	5.9M	31k	2h 11m	145	1
110	Qwen3.8-Max-0902	0.0020	$43.94	119.8M	2.1M	19h 50m	371	2