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GLM-5.3 vs GPT-6 Astra

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GLM-5.3GPT-6 Astra
AttributeGLM-5.3Z.ai (Zhipu AI) · 12 in the newsGPT-6 AstraOpenAI · 47 in the news
Scores
Intelligence (ECI)155169
Coding9093
Math4491
Reasoning & Knowledge6798
Agentic & Tools7990
Specifications
DeveloperZ.ai (Zhipu AI)OpenAI
Family—GPT
ReleasedAug 14, 2026Sep 3, 2026
Parameters744B—
AvailabilityAPI accessAPI access
Context window1M1.1M
Price — $/M input$0.06$10.00
Price — $/M output$2.86$50.00
Inputstextfile, image, text
Outputstexttext
Benchmarks
AIME 2024/202591%100%
APEX57%65%
GPQA Diamond91%96%
Humanity's Last Exam42%55%
SciCode59%56%
SimpleQA Verified41%76%
WebDev Arena16141800
WeirdML75%94%
ARC-AGI—99%
ARC-AGI-2—95%
GSO (code optimization)—79%

Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.

Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.