Grok 4.7 vs GLM-5.3: Release Comparison

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

Comparison of the Grok 4.7 and GLM-5.3 releases: 3 and 2 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 5 models.

For intelligence, Grok 4.7 scores highest: Grok 4.7 (Xhigh) at 35, against GLM-5.3 (Max) at 32 for GLM-5.3.
For output speed, GLM-5.3 is fastest: GLM-5.3 (Max) at 86 t/s, against Grok 4.7 (Xhigh) at 75 t/s for Grok 4.7.
For cost per task, GLM-5.3 is cheapest: GLM-5.3 (Low) at $1.57, against Grok 4.7 (Low) at $2.92 for Grok 4.7.

Model Playground

Releases compared


	Grok 4.7 (xhigh)	Grok 4.7 (high)	GLM-5.3 (max)	Grok 4.7 (low)	GLM-5.3 (low)
Intelligence Index	35	35	32	31	23
Finance & Accounting	52	51	42	45	31
Strategy & Ops	55	53	47	49	38
Legal	47	47	36	44	28
Healthcare & Medical	47	46	39	43	31
Engineering	42	42	38	38	28
Economics	48	47	39	43	30
AA-Briefcase v1.1	1637	1629	1503	1493	1185
AutomationBench-AA	65.6%	63.5%	62.2%	56.7%	52.0%
Terminal-Bench 4.0	25.8%	24.7%	41.9%	16.2%	34.8%
FrontierCode 2.0	28.7%	27.8%	21.6%	21.8%	12.7%
AA-Omniscience v1.1	31	30	6	27	−11
GDP.pdf	20.0%	23.2%	11.2%	21.4%	8.8%
HLE-Diamond	23.2%	23.6%	17.9%	18.5%	17.5%
CritPt v2 (Hard Subset)	33.5%	37.0%	33.5%	43.5%	21.5%
Terminal-Bench-Science 0.1	11.4%	9.5%	9.5%	4.8%	3.8%

Cost per TaskUSD	$7.77	$6.18	$5.01	$2.92	$1.57
Input PriceUSD/1M Tokens	$2.00	$2.00	$1.40	$2.00	$1.40
Output PriceUSD/1M Tokens	$6.00	$6.00	$4.40	$6.00	$4.40
Cache Hit PriceUSD/1M Tokens	$0.50	$0.50	$0.26	$0.50	$0.26
Cache Write PriceUSD/1M Tokens	--	--	--	--	--

Output SpeedTokens/s	75	74	86	60	82
Time to First Tokens	107.18	62.25	1.55	7.79	1.68
Time to First Answer Tokens	107.18	62.25	24.90	7.79	26.05
End-to-End Response Times	113.86	69.05	30.73	16.06	32.15
Time per Tasks	1,355.39	1,199.43	1,077.16	702.10	624.26

Context Window	500k	500k	1M	500k	1M
Creator	SpaceXAI	SpaceXAI	Z AI	SpaceXAI	Z AI
License	Proprietary	Proprietary	Open	Proprietary	Open
Input Modality	Supports: text and image	Supports: text and image	Supports: text	Supports: text and image	Supports: text
Output Modality	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text
Providers			+19		+3

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 v5.0.1 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

No publicly available API

Artificial Analysis Intelligence Index v5.0.1 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

Grok 4.7

GLM-5.3

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

No publicly available API

Speed & Latency

Output Speed

Output tokens per second · Higher is better

No publicly available API

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, Grok 4.7 (xhigh) vs GLM-5.3 (max)

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

Grok 4.7 (xhigh)

GLM-5.3 (max)

Lexically Varied

95%

Natural Sounding

10%

90%

Eloquent

10%

90%

Metaphorical

12%

88%

Literate

60%

40%

Grok 4.7 vs GLM-5.3: 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, Grok 4.7 (xhigh) vs GLM-5.3 (max)