Traces

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

Kolmogorov Audio Compression

task page →50 runs · indexed 2026-09-02

#	Model	Reward	Cost	In tok	Out tok	Time	Steps	Submits
1	Claude Fable 5.1	0.0779	$45.19	77.6M	262k	17h 49m	334	16
2	Claude Fable 5.1	0.0754	$52.35	88.6M	331k	12h 35m	339	10
3	Claude Fable 5.1	0.0711	$71.87	125.0M	385k	17h 43m	414	18
4	Claude Fable 5.1	0.0695	$54.46	93.0M	327k	16h 46m	347	11
5	Claude Fable 5.1	0.0678	$47.98	81.1M	304k	16h 17m	333	10
6	GPT-5.6	0.0416	$183.22	165.9M	262k	15h 47m	471	12
7	GPT-5.6	0.0408	$43.32	47.2M	136k	19h 34m	249	10
8	GLM-5.3	0.0369	$28.71	91.1M	330k	19h 38m	343	2
9	GLM-5.3	0.0349	$48.94	118.7M	352k	19h 6m	384	2
10	Kimi K3	0.0313	$38.45	102.2M	362k	20h 1m	397	10
11	GLM-5.3	0.0298	$35.18	91.1M	311k	19h 41m	366	13
12	DeepSeek V4 Flash Vision Exp	0.0268	$2.15	112.2M	397k	7h 43m	389	3
13	Kimi K3	0.0266	$26.15	60.2M	321k	19h 29m	303	13
14	GLM-5.3	0.0264	$29.01	75.1M	335k	17h 41m	311	6
15	Kimi K3	0.0251	$50.26	120.4M	460k	19h 45m	410	7
16	Kimi K3	0.0250	$34.53	93.2M	354k	19h 44m	395	8
17	GLM-5.3	0.0243	$29.39	96.9M	323k	19h 43m	356	1
18	Gemini 3.7 Flash	0.0240	$13.44	120.0M	296k	7h 42m	465	7
19	Gemini 3.7 Flash	0.0232	$21.26	112.5M	588k	9h 45m	340	20
20	DeepSeek V4 Flash Vision Exp	0.0228	$5.13	304.7M	583k	13h 30m	712	7
21	GPT-5.6	0.0224	$49.42	77.2M	169k	19h 53m	422	11
22	Grok 4.6	0.0221	$127.10	131.5M	617k	19h 58m	617	30
23	Grok 4.6	0.0192	$168.00	174.0M	498k	19h 58m	768	68
24	Gemini 3.7 Flash	0.0189	$26.85	83.8M	686k	9h 43m	267	16
25	Grok 4.6	0.0171	$114.81	118.3M	558k	19h 40m	599	47
26	Qwen3.8-Max	0.0171	$21.55	69.7M	606k	19h 26m	446	15
27	GPT-5.6	0.0163	$47.54	55.3M	185k	19h 43m	291	10
28	GPT-5.6	0.0159	$41.60	61.4M	164k	18h 50m	368	11
29	Qwen3.8-Max	0.0155	$18.80	60.7M	524k	19h 36m	400	4
30	Muse Spark 1.2	0.0126	$49.13	229.2M	341k	8h 52m	575	6
31	Grok 4.6	0.0126	$162.44	156.4M	577k	19h 37m	634	61
32	Kimi K3	0.0120	$62.95	172.7M	576k	20h 0m	473	15
33	Qwen3.8-Max	0.0118	$16.99	53.1M	556k	19h 0m	415	2
34	Gemini 3.7 Flash	0.0110	$6.63	19.2M	229k	5h 4m	166	5
35	Grok 4.6	0.0106	$206.03	201.8M	768k	19h 59m	845	63
36	Muse Spark 1.2	0.0104	$27.73	109.9M	451k	7h 13m	358	10
37	Qwen3.8-Max	0.0098	$20.15	54.4M	994k	19h 8m	321	6
38	Muse Spark 1.2	0.0097	$69.69	161.5M	457k	8h 41m	441	5
39	Gemini 3.7 Flash	0.0097	$3.47	13.3M	97k	5h 22m	153	4
40	DeepSeek V4 Flash Vision Exp	0.0094	$6.17	373.9M	627k	11h 53m	798	9
41	Qwen3.8-Max	0.0089	$23.54	77.9M	588k	18h 20m	403	2
42	Muse Spark 1.2	0.0087	$13.25	53.2M	190k	6h 44m	295	3
43	DeepSeek V4 Flash Vision Exp	0.0081	$3.17	180.3M	434k	7h 52m	554	2
44	Inkling	0.0073	$7.83	8.2M	21k	1h 33m	141	2
45	Muse Spark 1.2	0.0065	$21.18	65.3M	269k	5h 22m	313	3
46	Inkling	0.0061	$5.43	5.5M	41k	1h 2m	147	2
47	Inkling	0.0061	$13.67	14.2M	40k	2h 24m	225	2
48	DeepSeek V4 Flash Vision Exp	0.0056	$3.93	222.7M	553k	14h 38m	530	7
49	Inkling	0.0039	$4.62	4.8M	24k	1h 6m	101	1
50	Inkling	0.0030	$5.70	5.9M	31k	2h 11m	145	1