Release Comparison Tool

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

Compare up to five model releases side by side, every variant of each on intelligence, pricing, output speed, latency, context window and more.

For details about how we measure and evaluate models, see our Methodology page.

Model Playground

Releases compared


	Claude Opus 5.5 (max with fallback)	Claude Opus 5.5 (xhigh with fallback)	Claude Opus 5.5 (high with fallback)	GPT-6 Astra (max)	GPT-6 Astra (xhigh)	Claude Opus 5.5 (medium with fallback)	GPT-6 Astra (high)	GPT-6 Astra (medium)	GPT-6 Astra (low)	Claude Opus 5.5 (low with fallback)
Intelligence Index	58	56	54	53	52	51	51	50	46	42
Finance & Accounting	61	58	56	55	54	54	53	52	49	46
Strategy & Ops	64	62	59	57	57	57	55	54	50	48
Legal	63	61	59	59	58	57	58	57	53	52
Healthcare & Medical	55	53	49	53	51	49	51	50	46	43
Engineering	60	59	56	55	55	54	53	52	48	45
Economics	66	63	61	60	59	60	58	58	55	53
AA-Briefcase v1.1	1801	1761	1683	1568	1543	1622	1505	1460	1255	1276
GDPval-AA v2.1	1866	1829	1704	1574	1557	1585	1525	1487	1391	1234
AutomationBench-AA	69.5%	65.0%	63.2%	68.5%	67.2%	61.2%	66.6%	64.6%	59.1%	52.9%
Terminal-Bench 4.0	59.6%	59.6%	56.6%	59.1%	59.6%	52.5%	54.0%	49.5%	41.9%	31.3%
SciCode	66.9%	65.0%	60.4%	56.5%	55.7%	59.3%	55.4%	54.2%	54.1%	58.6%
Humanity's Last Exam	61.4%	57.5%	55.6%	54.7%	54.6%	54.7%	53.1%	52.7%	49.2%	48.3%
GDP.pdf	26.2%	26.6%	28.8%	31.0%	32.2%	25.6%	31.0%	30.4%	30.4%	25.6%
CritPt	31.7%	31.7%	30.9%	31.7%	31.4%	27.7%	28.9%	29.1%	26.3%	17.7%
AA-Omniscience	46	43	41	43	43	40	44	42	41	39
AA-LCR v1.1	84.7%	84.7%	82.7%	80.7%	80.0%	84.3%	80.0%	79.7%	80.0%	80.7%

Cost per TaskUSD	$5.98	$3.46	$1.82	$3.26	$2.31	$1.34	$1.73	$1.54	$0.82	$0.55
Input PriceUSD/1M Tokens	$4.00	$4.00	$4.00	$10.00	$10.00	$4.00	$10.00	$10.00	$10.00	$4.00
Output PriceUSD/1M Tokens	$20.00	$20.00	$20.00	$50.00	$50.00	$20.00	$50.00	$50.00	$50.00	$20.00
Cache Hit PriceUSD/1M Tokens	$0.20	$0.20	$0.20	$1.00	$1.00	$0.20	$1.00	$1.00	$1.00	$0.20
Cache Write PriceUSD/1M Tokens	$5.00	$5.00	$5.00	$12.50	$12.50	$5.00	$12.50	$12.50	$12.50	$5.00

Output SpeedTokens/s	96	82	77	56	54	78	56	52	49	77
Time to First Tokens	588.68	114.77	24.30	261.40	132.31	10.44	35.20	4.04	2.22	5.38
Time to First Answer Tokens	588.68	114.77	24.30	261.40	132.31	10.44	35.20	4.04	2.22	5.38
End-to-End Response Times	593.88	120.85	30.81	270.34	141.60	16.84	44.17	13.69	12.34	11.91
Time per Tasks	795.88	501.49	283.97	482.14	315.44	201.36	210.39	184.52	90.18	83.15

Context Window	1M	1M	1M	1M	1M	1M	1M	1M	1M	1M
Creator	Anthropic	Anthropic	Anthropic	OpenAI	OpenAI	Anthropic	OpenAI	OpenAI	OpenAI	Anthropic
License	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
Output Modality	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text
Providers

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

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1

Artificial Analysis Intelligence Index v4.3.2 includes: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1. 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

Claude Opus 5.5

GPT-6 Astra

Pareto line

AA-Briefcase v1.1

GDPval-AA v2.1

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 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better

Benchmarks

AA-PersonalityBenchNew

Model AvsModel B

AA-PersonalityBench: Expressiveness Index, Claude Opus 5.5 (max with fallback) 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

Claude Opus 5.5 (max with fallback)

GPT-6 Astra (max)

Lexically Varied

97%

Metaphorical

93%

Eloquent

79%

21%

Literate

59%

41%

Natural Sounding

56%

44%

Release Comparison Tool

Intelligence

Speed

Cost per Task

Intelligence

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, Claude Opus 5.5 (max with fallback) vs GPT-6 Astra (max)