AA score/cost/time comparison

Snapshot #2560 fetched 2026-09-27 02:00:32 · 1.31 MB raw HTML · 152 models

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Top quality model in this view: Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (57.6 pts, $5.98/task) · sorted by score

Cost/task vs quality?

152 models · 13 on the Pareto frontier · intelligence quality vs Cost per Task

Historic #1 winner?

Top row for each successful snapshot using the current mode/calc/cost settings and score sort.

Latest #1 Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) 57.6

Recent winner changes

Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) 2026-09-22 18:00:25 · 57.6 Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) 2026-09-05 20:00:24 · 56.8

Run?	Fetched?	Winner?	Score?	Qual?	Cost/task?	Time/task?
#2560	2026-09-27 02:00:32	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2559	2026-09-27 01:00:28	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2558	2026-09-27 00:00:44	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2557	2026-09-26 23:00:33	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2556	2026-09-26 22:00:54	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2555	2026-09-26 21:00:54	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2554	2026-09-26 20:00:43	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-
#2553	2026-09-26 19:00:44	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	57.6	57.6	$5.98	-

#?	Pareto?	Model?	Released?	Cost/task?	Time/task?	$/Q?	Qual?	ΔTop?	Intel?	Agent?	Pen?	Score?
1	✓	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic	2026-09-22	$5.98	-	0.1038	57.6	0.0	57.6	-	27.8	57.6
2	✓	Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic	2026-09-22	$3.46	7.72m	0.0618	56.0	-1.6	56.0	-	25.4	56.0
3	✓	Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic	2026-09-22	$1.82	4.49m	0.0340	53.6	-4.0	53.6	-	22.6	53.6
4		Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic	2026-09-01	$7.63	11.8m	0.1430	53.4	-4.3	53.4	-	28.8	53.4
5		Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic	2026-09-01	$5.98	10.6m	0.1124	53.2	-4.4	53.2	-	27.8	53.2
6		GPT-6 Astra (max) OpenAI	2026-09-03	$3.26	7.30m	0.0618	52.7	-4.9	52.7	-	25.1	52.7
7		GPT-6 Astra (xhigh) OpenAI	2026-09-03	$2.31	5.05m	0.0441	52.4	-5.2	52.4	-	23.6	52.4
8	✓	Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic	2026-09-22	$1.34	3.38m	0.0261	51.2	-6.4	51.2	-	21.3	51.2
9		Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic	2026-09-01	$3.91	7.11m	0.0765	51.2	-6.5	51.2	-	25.9	51.2
10		GPT-6 Astra (high) OpenAI	2026-09-03	$1.73	3.40m	0.0339	50.9	-6.7	50.9	-	22.4	50.9
11		Claude Opus 5 (Adaptive Reasoning, Max Effort) Anthropic	2026-07-24	$5.86	12.6m	0.1154	50.8	-6.8	50.8	-	27.7	50.8
12		Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) Anthropic	2026-07-24	$4.88	10.7m	0.0982	49.7	-7.9	49.7	-	26.9	49.7
13		Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic	2026-06-09	$8.75	10.5m	0.1762	49.6	-8.0	49.6	-	29.4	49.6
14		GPT-6 Astra (medium) OpenAI	2026-09-03	$1.54	2.92m	0.0311	49.6	-8.1	49.6	-	21.9	49.6
15		Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic	2026-09-01	$2.98	5.09m	0.0610	48.9	-8.7	48.9	-	24.7	48.9
16		Claude Opus 5 (Adaptive Reasoning, High Effort) Anthropic	2026-07-24	$3.61	8.21m	0.0751	48.1	-9.5	48.1	-	25.6	48.1
17		Muse Spark 1.3 (max) Meta	2026-09-02	$1.60	4.94m	0.0334	48.1	-9.5	48.1	-	22.1	48.1
18	✓	GPT-6 Sol (max) OpenAI	2026-09-22	$1.06	6.11m	0.0222	47.5	-10.1	47.5	-	20.2	47.5
19		GPT-5.6 Sol (max) OpenAI	2026-07-09	$1.99	5.18m	0.0423	47.0	-10.6	47.0	-	23.0	47.0
20		Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic	2026-09-01	$2.37	4.00m	0.0506	46.8	-10.8	46.8	-	23.7	46.8
21		Grok 4.7 (xhigh) SpaceXAI	2026-09-21	$3.74	15.8m	0.0805	46.4	-11.2	46.4	-	25.7	46.4
22		Grok 4.7 (high) SpaceXAI	2026-09-21	$2.73	13.1m	0.0588	46.3	-11.3	46.3	-	24.4	46.3
23	✓	MiMo-V2.6-Pro Xiaomi	2026-09-21	$0.133	23.3m	0.0029	46.3	-11.3	46.3	-	11.2	46.3
24		GPT-6 Astra (low) OpenAI	2026-09-03	$0.818	1.39m	0.0179	45.8	-11.8	45.8	-	19.1	45.8
25		Qwen3.8 Max (0902) Alibaba	2026-09-02	$5.41	36.1m	0.1191	45.4	-12.2	45.4	-	27.3	45.4
26		Muse Spark 1.3 (xhigh) Meta	2026-09-02	$1.37	4.19m	0.0303	45.1	-12.5	45.1	-	21.4	45.1
27		Claude Opus 5 (Adaptive Reasoning, Medium Effort) Anthropic	2026-07-24	$2.19	5.52m	0.0488	44.8	-12.8	44.8	-	23.4	44.8
28		GLM-5.3 (max) Z AI	2026-08-18	$2.01	12.9m	0.0448	44.8	-12.8	44.8	-	23.0	44.8
29		Grok 4.6 (high) SpaceXAI	2026-08-12	$1.86	9.49m	0.0420	44.3	-13.3	44.3	-	22.7	44.3
30		Grok 4.6 (xhigh) SpaceXAI	2026-08-12	$2.32	8.47m	0.0526	44.2	-13.4	44.2	-	23.7	44.2
31		GPT-6 Sol (xhigh) OpenAI	2026-09-22	$0.532	3.29m	0.0121	44.1	-13.5	44.1	-	17.3	44.1
32		GPT-5.6 Sol (xhigh) OpenAI	2026-07-09	$1.18	3.66m	0.0269	44.0	-13.6	44.0	-	20.7	44.0
33		Step 5 Preview StepFun	2026-09-18	$0.717	13.2m	0.0164	43.7	-13.9	43.7	-	18.6	43.7
34		Kimi K3 (max) Kimi	2026-07-16	$2.00	21.1m	0.0459	43.6	-14.0	43.6	-	23.0	43.6
35		Grok 4.6 (medium) SpaceXAI	2026-08-12	$1.50	7.20m	0.0349	42.8	-14.8	42.8	-	21.8	42.8
36		GPT-6 Sol (high) OpenAI	2026-09-22	$0.375	2.07m	0.0087	42.8	-14.8	42.8	-	15.7	42.8
37		GPT-5.6 Sol (high) OpenAI	2026-07-09	$0.808	2.63m	0.0191	42.3	-15.3	42.3	-	19.1	42.3
38		Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic	2026-09-22	$0.551	1.34m	0.0130	42.3	-15.3	42.3	-	17.4	42.3
39		GPT-5.6 Terra (max) OpenAI	2026-07-09	$1.40	6.43m	0.0332	42.1	-15.5	42.1	-	21.5	42.1
40		GLM 5.3 Flash Z AI	2026-08-26	$0.253	18.8m	0.0061	41.8	-15.8	41.8	-	14.0	41.8
41		Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic	2026-05-28	$4.08	13.0m	0.0977	41.8	-15.8	41.8	-	26.1	41.8
42		Gemini 3.8 Flash (high) Google	2026-09-02	$1.24	3.69m	0.0304	40.9	-16.7	40.9	-	20.9	40.9
43		Qwen3.8 Max Alibaba	2026-08-03	$2.67	22.7m	0.0665	40.2	-17.5	40.2	-	24.3	40.2
44		Qwen3.8 2.4T A95B Alibaba	2026-08-12	$2.16	22.2m	0.0541	39.9	-17.7	39.9	-	23.3	39.9
45		Qwen3.8-Flash-Next Alibaba	2026-08-26	$0.372	27.8m	0.0093	39.8	-17.8	39.8	-	15.7	39.8
46		GPT-6 Sol (medium) OpenAI	2026-09-22	$0.248	-	0.0062	39.8	-17.8	39.8	-	13.9	39.8
47		Gemini 3.8 Flash (medium) Google	2026-09-02	$0.931	-	0.0234	39.8	-17.8	39.8	-	19.7	39.8
48		Muse Spark 1.2 (xhigh) Meta	2026-08-05	$0.975	3.29m	0.0246	39.6	-18.0	39.6	-	19.9	39.6
49		DeepSeek V4.1 Flash (Reasoning, Max Effort) DeepSeek	2026-09-10	$0.265	4.92m	0.0067	39.5	-18.2	39.5	-	14.2	39.5
50		Claude Opus 5 (Adaptive Reasoning, Low Effort) Anthropic	2026-07-24	$1.10	2.53m	0.0279	39.4	-18.3	39.4	-	20.4	39.4
51		GPT-5.6 Sol (medium) OpenAI	2026-07-09	$0.505	1.52m	0.0129	39.2	-18.4	39.2	-	17.0	39.2
52		Gemini 3.7 Flash (high) Google	2026-08-13	$0.925	3.07m	0.0237	39.1	-18.6	39.1	-	19.7	39.1
53		Grok 4.5 (high) SpaceXAI	2026-07-08	$1.04	7.52m	0.0267	38.8	-18.8	38.8	-	20.2	38.8
54		GPT-5.5 (xhigh) OpenAI	2026-04-23	$2.63	3.73m	0.0687	38.4	-19.3	38.4	-	24.2	38.4
55		Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic	2026-06-30	$5.09	15.3m	0.1334	38.2	-19.5	38.2	-	27.1	38.2
56		GPT-5.6 Terra (xhigh) OpenAI	2026-07-09	$0.632	3.88m	0.0166	38.0	-19.7	38.0	-	18.0	38.0
57		GPT-5.6 Luna (max) OpenAI	2026-07-09	$0.178	5.46m	0.0048	37.3	-20.3	37.3	-	12.5	37.3
58	✓	GPT-6 Luna (max) OpenAI	2026-09-22	$0.0681	5.45m	0.0018	37.3	-20.4	37.3	-	8.3	37.3
59		GPT-5.5 (high) OpenAI	2026-04-23	$1.54	2.76m	0.0417	37.0	-20.6	37.0	-	21.9	37.0
60		DeepSeek V4 Pro 0813 (Reasoning, Max Effort) DeepSeek	2026-08-13	$0.674	7.60m	0.0187	36.0	-21.6	36.0	-	18.3	36.0
61		Grok 4.6 (low) SpaceXAI	2026-08-12	$0.475	3.00m	0.0135	35.1	-22.5	35.1	-	16.8	35.1
62		DeepSeek V4 Flash Vision (Reasoning, Max Effort) DeepSeek	2026-08-21	$0.314	3.71m	0.0090	34.8	-22.8	34.8	-	15.0	34.8
63		GPT-5.6 Luna (xhigh) OpenAI	2026-07-09	$0.0853	3.03m	0.0025	34.6	-23.1	34.6	-	9.3	34.6
64		Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) Anthropic	2026-06-30	$2.87	9.97m	0.0835	34.4	-23.2	34.4	-	24.6	34.4
65		DeepSeek V4 Flash 0731 (Reasoning, Max Effort) DeepSeek	2026-07-31	$0.220	3.56m	0.0064	34.3	-23.3	34.3	-	13.4	34.3
66		GLM-5.3 (low) Z AI	2026-08-18	$0.852	5.26m	0.0248	34.3	-23.3	34.3	-	19.3	34.3
67		GPT-5.6 Terra (high) OpenAI	2026-07-09	$0.338	2.18m	0.0099	34.2	-23.4	34.2	-	15.3	34.2
68		Gemini 3.6 Flash (high) Google	2026-07-21	$0.929	3.13m	0.0273	34.0	-23.6	34.0	-	19.7	34.0
69		GPT-6 Sol (low) OpenAI	2026-09-22	$0.132	41s	0.0039	33.9	-23.7	33.9	-	11.2	33.9
70	✓	GPT-6 Luna (xhigh) OpenAI	2026-09-22	$0.0417	3.11m	0.0012	33.9	-23.7	33.9	-	6.2	33.9
71		GPT-5.5 (medium) OpenAI	2026-04-23	$0.902	1.46m	0.0267	33.8	-23.8	33.8	-	19.6	33.8
72		Muse Spark 1.1 (xhigh) Meta	2026-07-09	$1.38	-	0.0409	33.7	-23.9	33.7	-	21.4	33.7
73		GLM-5.2 (max) Z AI	2026-06-16	$1.47	11.1m	0.0437	33.7	-23.9	33.7	-	21.7	33.7
74		Qwen3.8 27B (xhigh) Alibaba	2026-08-14	$1.01	19.1m	0.0299	33.7	-23.9	33.7	-	20.0	33.7
75		GPT-5.6 Sol (low) OpenAI	2026-07-09	$0.261	50s	0.0078	33.5	-24.1	33.5	-	14.2	33.5
76		Gemini 3.5 Flash (high) Google	2026-05-19	$1.56	3.96m	0.0479	32.6	-25.0	32.6	-	21.9	32.6
77	✓	GPT-6 Luna (high) OpenAI	2026-09-22	$0.0286	2.38m	0.0009	32.1	-25.5	32.1	-	4.6	32.1
78		GPT-5.6 Luna (high) OpenAI	2026-07-09	$0.0440	1.88m	0.0014	32.1	-25.5	32.1	-	6.4	32.1
79		Claude Sonnet 5 (Adaptive Reasoning, High Effort) Anthropic	2026-06-30	$1.79	6.61m	0.0566	31.7	-26.0	31.7	-	22.5	31.7
80		DeepSeek V4 Pro 0424 (Reasoning, Max Effort) DeepSeek	2026-04-24	$0.122	6.25m	0.0040	30.4	-27.2	30.4	-	10.8	30.4
81		GPT-5.6 Terra (medium) OpenAI	2026-07-09	$0.183	1.09m	0.0061	30.1	-27.5	30.1	-	12.6	30.1
82		Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic	2026-02-17	$2.49	21.4m	0.0827	30.1	-27.6	30.1	-	24.0	30.1
83		Gemini 3.1 Pro Preview Google	2026-02-19	$0.675	2.52m	0.0227	29.7	-27.9	29.7	-	18.3	29.7
84	✓	GPT-6 Luna (medium) OpenAI	2026-09-22	$0.0173	-	0.0006	29.5	-28.2	29.5	-	2.4	29.5
85		Qwen3.7 Max Alibaba	2026-05-19	$1.15	2.24m	0.0389	29.5	-28.2	29.5	-	20.6	29.5
86		MiniMax-M3 MiniMax	2026-06-01	$0.508	4.45m	0.0174	29.2	-28.4	29.2	-	17.1	29.2
87		GPT-6 Sol (Non-reasoning) OpenAI	2026-09-22	$0.331	1.08m	0.0118	28.1	-29.5	28.1	-	15.2	28.1
88		Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) Anthropic	2026-06-30	$0.999	4.60m	0.0356	28.1	-29.6	28.1	-	20.0	28.1
89		Qwen3.8 27B (medium) Alibaba	2026-08-14	$1.13	15.6m	0.0411	27.6	-30.1	27.6	-	20.5	27.6
90		GPT-5.6 Terra (low) OpenAI	2026-07-09	$0.144	45s	0.0053	27.5	-30.1	27.5	-	11.6	27.5
91		Kimi K2.6 Kimi	2026-04-20	$0.800	13.9m	0.0296	27.0	-30.6	27.0	-	19.0	27.0
92		Quasar 438B (max, based on GLM-5.2) Multiverse Computing	2026-08-10	$2.02	8.35m	0.0757	26.7	-30.9	26.7	-	23.1	26.7
93		Apodex 1.1 Apodex	2026-08-30	$0.464	-	0.0176	26.4	-31.2	26.4	-	16.7	26.4
94		Qwen3.8 27B (low) Alibaba	2026-08-14	$1.05	13.8m	0.0400	26.2	-31.4	26.2	-	20.2	26.2
95		GLM-5.1 (Reasoning) Z AI	2026-04-07	$1.02	8.54m	0.0391	26.1	-31.6	26.1	-	20.1	26.1
96		GPT-5.5 Instant (June 2026) OpenAI	2026-06-25	$0.691	34s	0.0266	26.0	-31.6	26.0	-	18.4	26.0
97		MiMo-V2.5-Pro Xiaomi	2026-04-22	$0.0541	11.9m	0.0021	26.0	-31.6	26.0	-	7.3	26.0
98		Kimi K2.7 Code Kimi	2026-06-12	$0.541	7.67m	0.0210	25.8	-31.8	25.8	-	17.3	25.8
99		Hy3 Tencent	2026-07-06	$0.0743	8.24m	0.0029	25.3	-32.3	25.3	-	8.7	25.3
100		Qwen3.7 Plus Alibaba	2026-06-01	$0.217	7.28m	0.0086	25.2	-32.5	25.2	-	13.4	25.2