Serving models on ChatGPT is harder than it should be

MLOps2 posts from 2 people2d active+11 post in the last 7 days, 0 the 7 days before (steady)Unverified

Posts per day2 posts, Aug 31 to Oct 21

The posts behind it

2, newest first

RedditOct 15 In a pay-as-you-go subscription, the global standard quota for Azure GPT-5.1 is capped at 0 TPM - would upgrading to Tier 1 resolve this issue? Or would I need to submit a further request?...through Microsoft Foundry for a private, single-user AI chat application.. However, I'm unable to deploy the model because my Global Standard quota is zero.. Current situation:. - Subscription: Pay-As-You-Go (not an Azure free trial).. - Model: GPT-5.1, version 2025-11-13.. -...r/AZURE · u/Beautiful-Scene-4473Open ↗GitHub issuesAug 31 Repeated "Selected model is at capacity" errors interrupting Codex tasks on ChatGPT Pro### What issue are you seeing? I am a ChatGPT Pro user using the latest Codex app. Starting today, August 31, 2026, Codex has repeatedly shown the following error: "Selected model is at capacity. Please try a different model." This is happening very frequently during normal...openai/codex · gucheng2020-svg14 reactions, 20 repliesOpen ↗

Companies and products named

About this problem

Evidence

2 posts from 2 people in 2 places, about 1 a week over 46 days. Mostly on openai/codex, r/AZURE. Tools named alongside: Codex, Microsoft Azure.

Frustration Frustration 0 of 3· Seen on GitHub issues, Reddit

How it was grouped

Posts that state a pain and match the "model-serving" rule about ChatGPT. First post Aug 31, 2026, latest Oct 15, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

The same problem elsewhere

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Other ChatGPT problems

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History

AddedOct 17, 2026Serving models on ChatGPT is harder than it should be (2 posts)