StarAPI

glm-4.7 vs glm-5.3-flash

	glm-4.7	glm-5.3-flash
Providers	Zhipu AI	Zhipu AI
Input $/M	$0.15	$0.12
Output $/M	$0.62	$0.43
Output multiplier	×4.00	×3.50
Context window	200K tokens	1M tokens
Intelligence index	—	46.2
Coding index	45.3	71.5

What the numbers mean

Input pricing is close — 1.25× apart — so the decision should come down to measured quality on your own evaluation set rather than headline cost.

Tags: glm-4.7 — Chat, Reasoning, Coding · glm-5.3-flash — Chat, Reasoning, Coding, Vision

Code

from openai import OpenAI
client = OpenAI(base_url="https://starseaapi.com/v1", api_key="sk-...")

# glm-4.7
client.chat.completions.create(model="glm-4.7", messages=[{"role":"user","content":"Hi"}])

# glm-5.3-flash
client.chat.completions.create(model="glm-5.3-flash", messages=[{"role": "user", "content": "Hi"}])

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