Model Atlas

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AA Cost Chart Label is the displayed source value; Cost per Task (USD) is numeric. A bound such as <0.1¢ remains in the label while its numeric cell is blank; if both cells are blank, AA showed no plotted cost point for this model. GPT-6.1 Sol effort-variant rows use scores from Artificial Analysis model profiles captured 2026-09-30; insertion ranks are documented in docs/GPT-6.1-SOL-RANK-IMPACT.md. Values refreshed from the Artificial Analysis evaluation page captured 2026-10-29.

235 results

GDP.pdf source rankings

1	Meta	Muse Wonder Full (Max)	0.326	Oct 2026	—
2	OpenAI	GPT-6 Astra (Xhigh)	0.322	Sep 2026	$3.66
3	OpenAI	GPT-6.1 Sol (High)	0.32	Sep 2026	$0.59
4	OpenAI	GPT-6.1 Sol (Xhigh)	0.318	Sep 2026	$0.76
5	Kimi	Kimi K3.1 Pro	0.314	Oct 2026	$3.68
6	OpenAI	GPT-6 Astra (High)	0.31	Sep 2026	$3.24
6	OpenAI	GPT-6 Astra (Max)	0.31	Sep 2026	$6.24
6	OpenAI	GPT-6.1 Sol (Max)	0.31	Sep 2026	$1.27
9	Meta	Muse Wonder (Max)	0.306	Oct 2026	$6.95
10	OpenAI	GPT-6 Astra (Low)	0.304	Sep 2026	$1.42
10	OpenAI	GPT-6 Astra (Medium)	0.304	Sep 2026	$2.73
12	OpenAI	GPT-6.1 Sol (Medium)	0.3	Sep 2026	$0.36
13	Anthropic	Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback)	0.288	Sep 2026	$3.46
14	OpenAI	GPT-6.1 Terra (Max)	0.286	Oct 2026	$0.96
15	Google	Gemini 4 Carbon (High)	0.284	Oct 2026	$7.76
15	OpenAI	GPT-6.1 Terra (Medium)	0.284	Oct 2026	$0.17
17	Anthropic	Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)	0.28	Sep 2026	$4.49
17	OpenAI	GPT-6.1 Terra (High)	0.28	Oct 2026	$0.26
19	OpenAI	GPT-5.6 Sol (High)	0.278	Jul 2026	—
20	OpenAI	GPT-5.6 Sol (Xhigh)	0.276	Jul 2026	—
21	OpenAI	GPT-5.6 Sol (Max)	0.272	Jul 2026	—
22	OpenAI	GPT-6.1 Sol (Low)	0.27	Sep 2026	$0.16
23	Anthropic	Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)	0.268	Sep 2026	$7.56
23	Anthropic	Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)	0.268	Sep 2026	$5.58
25	Anthropic	Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback)	0.266	Sep 2026	$6.05
25	OpenAI	GPT-6.1 Terra (Xhigh)	0.266	Oct 2026	$0.40
25	Meta	Muse Spark 1.3 (Max)	0.266	Sep 2026	$2.39
28	Anthropic	Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)	0.262	Sep 2026	$13.04
28	Anthropic	Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)	0.262	Sep 2026	$10.89
28	Anthropic	Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	0.262	Sep 2026	$10.04
28	OpenAI	GPT-5.6 Sol (Medium)	0.262	Jul 2026	—
32	Anthropic	Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)	0.258	Sep 2026	$10.02
33	Anthropic	Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback)	0.256	Sep 2026	$0.98
33	Anthropic	Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback)	0.256	Sep 2026	$2.45
33	OpenAI	GPT-6.1 Terra (Low)	0.256	Oct 2026	$0.07
36	Anthropic	Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback)	0.252	Sep 2026	$1.64
36	OpenAI	GPT-6 Sol (Max)	0.252	Sep 2026	—
38	Anthropic	Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback)	0.246	Sep 2026	$4.09
38	OpenAI	GPT-5.6 Terra (Xhigh)	0.246	Jul 2026	—
38	OpenAI	GPT-6 Sol (Xhigh)	0.246	Sep 2026	—
41	OpenAI	GPT-6 Sol (High)	0.244	Sep 2026	—
42	OpenAI	GPT-6 Sol (Low)	0.242	Sep 2026	—
42	Meta	Muse Spark 1.3 (Xhigh)	0.242	Sep 2026	—
44	Anthropic	Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)	0.24	Jun 2026	—
44	OpenAI	GPT-5.6 Luna (Max)	0.24	Jul 2026	—
44	OpenAI	GPT-5.6 Terra (Max)	0.24	Jul 2026	—
47	OpenAI	GPT-5.6 Luna (Xhigh)	0.238	Jul 2026	—
47	OpenAI	GPT-6 Sol (Medium)	0.238	Sep 2026	—
49	Google	Gemini 3.7 Flash (High)	0.236	Aug 2026	—
50	OpenAI	GPT-6.1 Terra (Non-reasoning)	0.232	Oct 2026	$0.23