Total unique visitors
Browse by category Chatbots Image Generation Video Generation Audio & Voice Coding Writing Productivity Research AI Agents Free Tier Table
Home page 問問貓說 AI

Ask CatAI Tool SummaryChatGPT

GPT-6 Astra Is Live, But Not for Subscribers Yet — and the 272K Double-Billing Line (2026)

Article last updated:2026-09-05

OpenAI shipped its new flagship, GPT-6 Astra, in September 2026. Most coverage led with benchmark claims. We went straight to OpenAI’s official developer model page instead, and found two things that matter more to ordinary users than any score: you probably cannot use it yet, and there is a 272K threshold buried in the price table.

(Every number below comes from reading OpenAI’s official model page on 2026-09-05. Where the official page is silent, we say so.)

First things first: who actually has access?

The official model page says access is currently rolling out to enterprises through OpenAI’s Trusted Access Program, with broader API and subscription access described as coming soon.

In plain terms:

  • ChatGPT Free: no access.
  • Plus / Pro / Business / Enterprise: the official page says “coming soon”, not “available”. Open your model picker and you may well not see it.
  • General API developers: same queue. Enterprises first.

Some outlets have reported that Plus, Pro, Business, Enterprise and AWS will be switched on within days. That sentence does not appear on the official model page, so we label it as press reporting rather than confirmed fact. The fastest way to check your own access is the model picker in ChatGPT, not a headline.

The specs: a 1.05M context window, April 2026 cutoff

Here is what the official page lists:

ItemOfficial figure
Context window1,050,000 tokens
Max output128,000 tokens
Knowledge cutoff2026-04-30
Input modalitiesText, image
Output modalityText only
Reasoning effort levelslow / medium / high / xhigh / max

A million-token context is roughly a full documentation set. But note the text-only output: no image generation, no audio. The official page also lists what is not supported right now — Realtime, Assistants, fine-tuning, and the audio and image generation endpoints. Supported endpoints are Chat Completions, Responses and Batch.

The real catch: that 272K line

The headline API pricing is simple enough:

Billing itemPer 1M tokens
InputUS$10
OutputUS$50
Cached inputUS$1
Cache writeUS$12.5

But directly underneath, the official page adds a condition that changes the maths: requests exceeding 272K input tokens incur 2x input and cache rates, and 1.5x output pricing.

That matters because it sits on the same page as the 1.05M context window. Plenty of people see a million-token window and plan to throw an entire corpus at it. In practice:

  • Input at or under 272K: input US$10, output US$50.
  • Input over 272K: input becomes US$20, cached input US$2, output US$75.

Put bluntly, “the context window goes to 1.05M” and “using 1.05M costs the same rate” are two different claims. If you genuinely need to feed long documents, work out whether you can stay under 272K, or chunk and then synthesise. The gap here is not a few percent — your input rate doubles.

What this means if you just use ChatGPT

If you only use the web app or the mobile app:

  1. Nothing changes for now. Subscription access has not broadly rolled out.
  2. When it does, your monthly bill does not change either — subscriptions are not token-metered, and the 272K double-billing rule is API-only.
  3. The thing to actually watch is the 2026-04-30 knowledge cutoff. Ask about anything after April and you need it to search the web; do not take an unsourced answer at face value.

What this means if you build on the API

Write the 272K line into your cost model, especially for RAG and long-document summarisation, where context tends to balloon. Older models did not have this step change, so carrying over an old formula will under-estimate your bill.

Should you switch now?

The official positioning is “our most capable model, built for the hardest end-to-end work” — complex reasoning, coding, computer use, research, document creation. That is also a way of saying it is not the value pick for everyday chat. A rough rule:

  • Everyday Q&A, email, summaries → your current model is fine. Wait for pricing or subscription access.
  • Long-horizon agent work, cross-file code changes → worth evaluating, but price in the 272K step first.
  • You need images, audio, or fine-tuning → not supported here. Don’t spend time evaluating it.

All figures checked on 2026-09-05 against the official OpenAI model documentation. Pricing and availability can change at any time; the official page is authoritative. For a full plan comparison, see our ChatGPT tool page, and for the paid-tier breakdown, is ChatGPT Go worth it.

What Amo and Pimi think

AMO Amo Finding faults
皮米,你等一下要誇免費版功能全對吧?我先講一個更陰的:GPT-5.3 用完約 10 則就自動偷偷降級成小模型,回答品質明顯變差,但介面完全不會告訴你已經換人回答了。額度也不是每天午夜歸零,是滾動式 5 小時窗,用完得乖乖等。更少人知道的是——你在設定裡關掉個人化廣告,額度會被砍到每 3 小時只剩 5 則。方案命名也亂,Pro 和 Pro Max 官網文案其實只寫「From US$100/month」,第三方說有兩檔不同價,我們查到現在都沒能一手確認。
PIMI Pimi Advantages
你講的降級是真的,但整體來看免費版還是功能最完整的一個——對話、搜尋、生圖、語音、檔案上傳全都給,別家通常挑一兩樣就開始收費了。額度用完也不是斷線,降級後照樣能用,臨時問一句話很夠。中文支援是完整等級,台灣用信用卡直接付。而且免費版產出可商用、沒有浮水印——阿莫你剛剛講降級講得很兇,但這點很多生圖工具連付費版都做不到。
So, do you need to pay or not?

If you only ask a question or two occasionally, the free plan is enough. If you use it daily for work and can't stand being downgraded mid-conversation, the US$20 Plus plan is the safest entry-level choice on the whole site. The Taiwan official site now prices in NT dollars — Plus is NT$690/month, the same as the App Store in-app purchase price, so it doesn't matter which one you subscribe through. If you want to save a bit, go with the App Store's annual billing at NT$6,990 (about NT$583/month).

Let's take a look at these

Go to the official website

Affiliate Links Notice