StarAPI

codex-auto-review vs gpt-5.6-luna

	codex-auto-review	gpt-5.6-luna
Providers	OpenAI	OpenAI
Input $/M	$0.20	$0.20
Output $/M	$1.20	$1.20
Output multiplier	×6.00	×6.00
Context window	272K tokens	1.05M tokens
Intelligence index	—	43.4
Coding index	—	71.4

What the numbers mean

Input pricing is close — 1.00× apart — so the decision should come down to measured quality on your own evaluation set rather than headline cost.

Tags: codex-auto-review — Reasoning, Coding, Vision · gpt-5.6-luna — Chat, Reasoning, Coding, Vision

Code

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

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

# gpt-5.6-luna
client.chat.completions.create(model="gpt-5.6-luna", messages=[{"role": "user", "content": "Hi"}])

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