GPT-6 Luna vs GPT-6 Astra: Release Comparison

Name: Intelligence
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Comparison of the GPT-6 Luna and GPT-6 Astra releases: 6 and 5 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 11 models.

For intelligence, GPT-6 Astra scores highest: GPT-6 Astra (Max) at 57, against GPT-6 Luna (Max) at 28 for GPT-6 Luna.
For output speed, GPT-6 Luna is fastest: GPT-6 Luna (Max) at 130 t/s, against GPT-6 Astra (Max) at 75 t/s for GPT-6 Astra.
For cost per task, GPT-6 Luna is cheapest: GPT-6 Luna (Low) at $0.01, against GPT-6 Astra (Low) at $1.42 for GPT-6 Astra.

Model Playground

Releases compared


	GPT-6 Astra (max)	GPT-6 Astra (xhigh)	GPT-6 Astra (high)	GPT-6 Astra (medium)	GPT-6 Astra (low)	GPT-6 Luna (max)	GPT-6 Luna (xhigh)	GPT-6 Luna (high)	GPT-6 Luna (medium)	GPT-6 Luna (low)	GPT-6 Luna (non-reasoning)
Intelligence Index	57	55	55	51	43	28	23	21	18	10	9
Finance & Accounting	57	57	56	54	48	34	31	29	26	17	19
Strategy & Ops	58	58	57	56	50	43	39	38	34	17	17
Legal	56	56	55	52	48	32	28	27	24	16	17
Healthcare & Medical	54	53	52	50	45	35	30	29	27	16	16
Engineering	62	60	60	57	50	33	29	27	25	19	17
Economics	58	58	57	54	48	35	32	30	28	19	20
AA-Briefcase v1.1	1569	1544	1505	1462	1256	1337	1235	1187	1096	740	902
AutomationBench-AA	68.5%	67.2%	66.6%	64.6%	59.1%	53.2%	47.8%	47.8%	40.5%	12.0%	9.1%
Terminal-Bench 4.0	59.1%	59.6%	54.0%	49.5%	41.9%	12.6%	8.1%	4.5%	2.5%	0.0%	1.5%
FrontierCode 2.0	42.4%	41.4%	40.1%	36.6%	26.2%	25.2%	18.4%	18.6%	12.8%	2.2%	1.6%
AA-Omniscience v1.1	42	44	45	41	40	−8	−13	−13	−14	−18	−26
GDP.pdf	31.0%	32.2%	31.0%	30.4%	30.4%	22.8%	18.6%	18.2%	13.8%	9.0%	5.8%
HLE-Diamond	63.8%	61.5%	59.3%	52.7%	45.1%	22.2%	18.9%	15.6%	15.1%	10.2%	6.3%
CritPt v2 (Hard Subset)	70.5%	70.5%	71.5%	71.0%	60.0%	41.5%	35.5%	30.5%	26.0%	9.5%	4.5%
Terminal-Bench-Science 0.1	63.3%	54.8%	59.5%	53.3%	37.1%	8.6%	5.2%	2.9%	1.4%	1.0%	1.0%

Cost per TaskUSD	$6.24	$3.66	$3.24	$2.73	$1.42	$0.15	$0.10	$0.07	$0.04	$0.01	$0.07
Input PriceUSD/1M Tokens	$10.00	$10.00	$10.00	$10.00	$10.00	$0.10	$0.10	$0.10	$0.10	$0.10	$0.10
Output PriceUSD/1M Tokens	$50.00	$50.00	$50.00	$50.00	$50.00	$0.50	$0.50	$0.50	$0.50	$0.50	$0.50
Cache Hit PriceUSD/1M Tokens	$1.00	$1.00	$1.00	$1.00	$1.00	$0.01	$0.01	$0.01	$0.01	$0.01	$0.01
Cache Write PriceUSD/1M Tokens	$12.50	$12.50	$12.50	$12.50	$12.50	$0.125	$0.125	$0.125	$0.125	$0.125	$0.125

Output SpeedTokens/s	75	70	64	57	58	130	127	122	--	127	124
Time to First Tokens	367.57	194.61	92.24	5.35	2.49	110.53	31.25	26.55	--	2.36	0.81
Time to First Answer Tokens	367.57	194.61	92.24	5.35	2.49	110.53	31.25	26.55	--	2.36	0.81
End-to-End Response Times	374.22	201.79	100.07	14.09	11.18	114.38	35.17	30.64	--	6.28	4.83
Time per Tasks	689.62	385.46	357.03	318.19	157.43	565.81	345.72	271.48	--	25.97	80.70

Context Window	1M	1M	1M	1M	1M	1M	1M	1M	1M	1M	1M
Creator	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI	OpenAI
License	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary	Proprietary
Input Modality	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image	Supports: text and image
Output Modality	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text
Providers

Updated

Intelligence

Artificial Analysis Intelligence Index · Higher is better

Speed

Output tokens per second · Higher is better

Cost per Task

Weighted average cost (USD) per Intelligence Index task · Lower is better

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. Cost per Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

GPT-6 Luna

GPT-6 Astra

Pareto line

AA-Briefcase v1.1

AutomationBench-AA

Cost per Task (USD, Log Scale)

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Speed & Latency

Output Speed

Output tokens per second · Higher is better

Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Figures represent performance of the model's first-party API or the median across providers where a first-party API is not available.

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, GDP.pdf · Higher is better

Benchmarks

AA-PersonalityBenchNew

Model AvsModel B

AA-PersonalityBench: Expressiveness Index, GPT-6 Luna (max) vs GPT-6 Astra (max)

Chance each model’s answer is judged to show more of each trait from their Elo gap · 50% is an even match

GPT-6 Luna (max)

GPT-6 Astra (max)

Lexically Varied

30%

70%

Eloquent

30%

70%

Metaphorical

32%

68%

Literate

37%

63%

Natural Sounding

61%

39%

GPT-6 Luna vs GPT-6 Astra: Release Comparison

Intelligence

Speed

Cost per Task

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Cost

Cost per Intelligence Index Task

Cost per Intelligence Index Task

Speed & Latency

Output Speed

Output Speed

Model Performance Representation

Capability Scores

Capability Indexes

Benchmarks

AA-PersonalityBenchNew

AA-PersonalityBench: Expressiveness Index, GPT-6 Luna (max) vs GPT-6 Astra (max)