All coding subscriptions

ChatGPT Pro ($500)

OpenAIultra
$500
Last checked: 2026-10-05
First limit you hit
Vendor publishes no figure
Equivalent API value
—
Value multiple
—
When it runs out
—
Scenario
Interactive use only

Allowances

Vendor publishes no figure

weekly limit, figure not published

›The vendor's own wording
"Local messages and cloud chats share your plan's usage allowance. Weekly limits may also apply." The page gives no weekly figure for any plan, and says of its estimates: "These estimates are not fixed message limits; check your usage dashboard for current limits and reset times."
Open the source page
Stated as unlimited
›The vendor's own wording
"The estimates below show local messages per five-hour period for Plus and Standard Business. Pro plans currently have no five-hour limit."
Open the source page

Models included

ModelCapabilityBurn rate
GPT-6 Astrauntiered—Astra Ultrafast access on Pro $500
GPT-6.1 Soluntiered—
GPT-6 Soluntiered—
GPT-6 Lunauntiered—

Subscription versus your own API key

This compares two ways of working the same way — in an IDE or CLI, where BYOK tools make a direct API key a real option. It is not a claim that subscriptions are cheaper than the API in general.

ModelEffective price / 1M tokensvs API rateBreakeven
GPT-6 Astrauntiered——56.5M
GPT-6.1 Soluntiered——175.0M
GPT-6 Soluntiered——282.7M
GPT-6 Lunauntiered——5653.3M

Usage terms

Quoted from the vendor's own terms. We do not give legal advice.

The Terms of Use, under "What you cannot do", state: "You may not use our Services for any illegal, harmful, or abusive activity. For example, you may not: ... Automatically or programmatically extract data or Output (defined below)." The same list also prohibits users from "circumvent any rate limits or restrictions or bypass any protective measures or safety mitigations we put on our Services". Note that the clause carries no carve-out for API access — the exemption is not in the wording, so the separation rests on billing rather than on the prohibition itself: OpenAI's pricing page attaches the Codex allowances above to the ChatGPT plan and lists API access as its own line, "usage-based pricing per API documentation".

Change history

  1. 2026-10-05Recorded from the seed file