{"slug":"microsoft-prompt-shields","name":"Microsoft Prompt Shields","domain":"microsoft.com","verdict":"As of 2026-07-14, ChatGPT, Claude, Gemini, Grok collectively rank Microsoft Prompt Shields #9 of 10 for llm security tool. Source: https://modelsagree.com/product/microsoft-prompt-shields (modelsagree.com, CC BY 4.0).","best_rank":9,"categories":1,"entries":[{"slug":"best-llm-security-tool","title":"Best LLM security tool","rank":9,"of":10,"score":2,"appearances":1,"modelRanks":{"Claude":4},"reason":"Managed, cheap, and near-zero integration for Azure shops — detects direct jailbreaks and, critically, indirect injection embedded in retrieved documents (the main RAG exfiltration vector), with native hooks into Azure OpenAI and Defender for Cloud; spotlighting support hardens the prompt itself. Assumption: a large share of typical production AI apps already run on Azure OpenAI.","reasons":[{"model":"Claude","reason":"Managed, cheap, and near-zero integration for Azure shops — detects direct jailbreaks and, critically, indirect injection embedded in retrieved documents (the main RAG exfiltration vector), with native hooks into Azure OpenAI and Defender for Cloud; spotlighting support hardens the prompt itself. Assumption: a large share of typical production AI apps already run on Azure OpenAI."}],"fixes":[{"model":"Claude","fix":"Azure-locked and detection-only — you get a classifier verdict with little policy customization, and it's a weak fit outside the Microsoft stack."}],"updated":"2026-07-14","api":"https://modelsagree.com/api/v1/best/best-llm-security-tool.json"}],"page":"https://modelsagree.com/product/microsoft-prompt-shields","check":"https://modelsagree.com/check?q=Microsoft%20Prompt%20Shields","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}