Openlayer vs. Prompt flow Comparison


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About Openlayer is an enterprise AI governance platform that helps organizations discover, test, monitor, secure, and control AI systems from development through production. The platform brings AI evaluation, observability, governance, guardrails, compliance, gateway enforcement, and cost controls together in one place. Teams can evaluate LLMs, agents, RAG applications, and traditional ML systems using 175+ out-of-the-box evaluations across quality, safety, security, performance, cost, fairness, and compliance. In production, Openlayer provides end-to-end tracing and continuous monitoring of AI behavior, including prompts, responses, tool calls, agent workflows, latency, and cost. Real-time guardrails can detect and block issues such as prompt injection, jailbreak attempts, PII or PHI exposure, and other unsafe behavior before it reaches a model or end user. Openlayer Governance connects organizational AI policies to technical controls. Teams can maintain an AI inventory, assign own	About Prompt Flow is a suite of development tools designed to streamline the end-to-end development cycle of LLM-based AI applications, from ideation, prototyping, testing, and evaluation to production deployment and monitoring. It makes prompt engineering much easier and enables you to build LLM apps with production quality. With Prompt Flow, you can create flows that link LLMs, prompts, Python code, and other tools together in an executable workflow. It allows for debugging and iteration of flows, especially tracing interactions with LLMs with ease. You can evaluate your flows, calculate quality and performance metrics with larger datasets, and integrate the testing and evaluation into your CI/CD system to ensure quality. Deployment of flows to the serving platform of your choice or integration into your app’s code base is made easy. Additionally, collaboration with your team is facilitated by leveraging the cloud version of Prompt Flow in Azure AI.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprise teams building, deploying, or governing AI systems, including AI and digital leaders, engineering and machine learning teams, security teams, risk and compliance leaders, GRC teams, data scientists, and finance teams. Openlayer is built for organizations that need to evaluate, monitor, secure, govern, and control LLMs, AI agents, RAG applications, and traditional machine learning systems across development and production.	Audience AI application developers searching for a tool to streamline the development and deployment of LLM-based applications
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
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Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
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Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Openlayer Founded: 2021 United States www.openlayer.com	Company Information Microsoft Founded: 1975 United States microsoft.github.io/promptflow/
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Categories AI Agent Observability Supported AI Gateways Supported AI Governance Supported AI Guardrails Supported AI Observability Supported AI Usage Control Supported LLM Evaluation Supported LLM Routers Supported	Categories AI Development Supported LLM Evaluation Supported

Integrations Agent Development Kit (ADK) Supported Amazon Bedrock Supported Azure AI Content Understanding Supported Azure OpenAI Service Supported Clarity by Rego Not Supported Claude Agent SDK Supported Claude Code Supported ElevenAgents Supported GitHub Supported Groq Supported IBM Watson Orchestrate Supported Microsoft Agent Framework Supported OpenAI Supported OpenAI Agents SDK Supported OpenLIT Supported Palantir AIP Supported Portkey Supported Salesforce Agentforce Supported Semantic Kernel Supported Snowflake Cortex AI Supported Show More Integrations View All 42 Integrations	Integrations Agent Development Kit (ADK) Not Supported Amazon Bedrock Not Supported Azure AI Content Understanding Not Supported Azure OpenAI Service Not Supported Clarity by Rego Supported Claude Agent SDK Not Supported Claude Code Not Supported ElevenAgents Not Supported GitHub Not Supported Groq Not Supported IBM Watson Orchestrate Not Supported Microsoft Agent Framework Not Supported OpenAI Not Supported OpenAI Agents SDK Not Supported OpenLIT Not Supported Palantir AIP Not Supported Portkey Not Supported Salesforce Agentforce Not Supported Semantic Kernel Not Supported Snowflake Cortex AI Not Supported Show More Integrations View All 3 Integrations
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