A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Hi, is there any way put a limit and do a stop based on cost in Azure AI Foundry GPT model deployed ?
Hi, is there any way put a cost overrun limit and do a hard stop in Azure AI Foundry GPT models deployed on the resource ?
Foundry Models
how do i secure my Azure AI Foundry deployed models.
Hi, how do i secure my Azure AI Foundry deployed models. I use AI models via API access. I would like it to be secure with available options. I mean can you guide on both free option, its limitation and paid options as well
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Claude models fail silently in Foundry Agent Service MCP pipeline — tool results not propagated back to model
Issue: Claude Sonnet models (4.5 and 4.6) in Foundry Agent Service fail when MCP tool results are returned to the model. GPT-5 works correctly with identical configuration. Models tested: claude-sonnet-4-6 — fails claude-sonnet-4-5-2 — fails gpt-5…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Fresh deployed Foundry model gets 429 rate limit essentially with zero call usage yet.
On a lightly used Azure subscription, I created a new foundry project and deployed DeepSeek-v4-flash model. Connected via Foundry kit extension in VS Code to Agent. With zero usage from this model (No other project or model deployed since 6/1), I am…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
409 error when deleting a AI Foundry deployment
Im getting this error when I try to delete a AI foundry deployment in the Foundry portal ErrorRequest failed with status code 409 I've tried in the new look portal and the old, and have tried over several days.
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
gpt-4o (2024-11-20) is listed as GA but blocked for new deployments — what is going on?
We can't create new deployments of gpt-4o (2024-11-20) or gpt-4o-mini (2024-07-18). Every attempt returns: ServiceModelDeprecating: The model '...gpt-4o,Version:2024-11-20' is in deprecating state and cannot be used for new deployments. Here's the…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Azure for Students: Unable to create Microsoft AI Foundry resource – RequestDisallowedByAzure
Hello, I am using an Azure for Students subscription and following the official Microsoft Learn lab: https://microsoftlearning.github.io/mslearn-ai-studio/Instructions/Exercises/01-Explore-ai-studio.html I am unable to create a Microsoft AI Foundry…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Subject: GA-status models (gpt-4o 2024-11-20 / gpt-4o-mini 2024-07-18) are blocked for new deployments — this directly contradicts Microsoft's own documentation
We are unable to create new deployments of gpt-4o (2024-11-20) or gpt-4o-mini (2024-07-18) in any capacity, and the error returned directly contradicts Microsoft's own published lifecycle documentation. We need clarification, because this is impacting a…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Billing for Deepseek v4 Pro on Azure AI foundry is 4.5x to what's present in Deepseek docs.
Model deployment: DeepSeek-V4-Pro Billing period checked: 2026-06-15 through 2026-06-21 Observed effective rates (from Cost Management Query API, INR converted at approximately INR 85 per USD): - Input: INR 166.5 per 1M tokens ~= USD 1.96 per 1M -…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Which models we can use as a replacement of the gpt-4.1 and gpt-4.1-mini
Hello, Currently we are using gpt-4.1 and gpt-4.1-mini as part of our solution. And as per the documentation it is deprecated. Could you please help us which models we can use as replacement of gpt-4.1 and gpt-4.1-mini? Thanks, Dhruvkumar Babariya
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Mistral Document AI (with OCR 4) deployment succeeds, but generated REST endpoint returns HTTP 404
Hello, I am trying to use the newly announced Mistral Document AI (OCR 4) model in Azure AI Foundry. The deployment completes successfully, and the model status is Succeeded. After deployment, I used the REST endpoint and sample code for CURL generated…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Slow performance of gpt-5.4-mini in PTUs
Setup: model gpt-5.4-mini, deployment on 15 PTUs (EU). We measure the latency of each chat-completion call in our voice-screening flow — reasoning_effort='none', ~26K-char system prompt, streaming. What we measured: initially the deployment ran…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
How to deploy a model in Microsoft Foundry when none are available in my region?
Hi, I'm trying to experiment in Foundry to practice for AI-901, but I cannot deploy a model. I am from NZ so I set my location as Australia East. No model is available here. When I tried to make a new project in East US (one of the only locations where…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
We are currently investigating a spike in Azure Foundry usage observed during the month of May-2026 !!!
Hi, We are investigating an unexpected usage spike for an Azure Foundry / Azure OpenAI endpoint during May-2026 billing period. We are trying to determine the root cause of the increased usage. We have already reviewed the built-in Azure metrics, such as…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Availability timeline for GPT-5.4-mini / GPT-5.4-nano in Azure AI Foundry Data Zone Standard (EU)
Hello, I would like to ask whether Microsoft can share an estimated timeline for availability of gpt-5.4-mini and gpt-5.4-nano in Azure AI Foundry Data Zone Standard deployments in the EU. At the moment, the current model availability table shows these…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Claude models keep failing deployment
I am trying to deploy Claude models (Sonnet-4.6 and 4.5) but they keep failing deployment during the provisioning stage. I am on pay-as-you-go tier, and I am also subscribed to Claude models through their enterprise marketplace under the pay-as-you-go…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
403 Forbidden: Resource temporarily blocked on gpt-5.5 - How to configure for legitimate bursty traffic
Environment model: gpt-5.5 region: East US 2 I recently deployed gpt-5.5 and was trying to use it with codex Since then model seems to be blocked HTTP/2 403 content-length: 123 content-type: application/json apim-request-id:…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Error 555420: Resource blocked on Azure AI Foundry for Anthropic Claude model
Hello Azure Support Team, I recently deployed the Anthropic Claude model on my Azure AI Foundry resource named "gaskenbro-source". However, when testing the model in the Playground, I immediately encountered the following error:…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Caching in Microsoft Foundry serverless deployments
Hello. I would like to ask if Microsoft Foundry models like DeepSeek V4 Pro and MiniMax 2.7via Fireworks have prompt caching discounts. I want to personally use my balance and use Foundry as an endpoint for prototyping with AI-driven development with an…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference
Timeline for Claude in Microsoft Foundry to run on Azure EU infrastructure
Anthropic models in Microsoft Foundry currently run on Anthropic-hosted infrastructure, not on Azure infrastructure in the selected region - unlike AWS Bedrock and GCP Vertex AI, where Anthropic models run on the provider's own infrastructure in EU…
Foundry Models
A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference