{"slug":"microsoft-agent-framework","name":"Microsoft Agent Framework","domain":"microsoft.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Microsoft Agent Framework #4 of 9 for framework for building ai agents (one of 2 leaderboards it appears on). Source: https://modelsagree.com/product/microsoft-agent-framework (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":2,"entries":[{"slug":"best-ai-agent-framework","title":"Best framework for building AI agents","rank":4,"of":9,"score":8,"appearances":3,"modelRanks":{"Claude":5,"Gemini":2,"Grok":3},"reason":"Enterprise-grade session state management, native multi-language support (Python, .NET, Go), and robust telemetry and governance, serving as the official successor to AutoGen and Semantic Kernel.","reasons":[{"model":"Gemini","reason":"Enterprise-grade session state management, native multi-language support (Python, .NET, Go), and robust telemetry and governance, serving as the official successor to AutoGen and Semantic Kernel."},{"model":"Grok","reason":"Unified enterprise solution merging AutoGen and Semantic Kernel strengths with .NET integration, async multi-agent conversations, security, and governance for large orgs"},{"model":"Claude","reason":"The AutoGen + Semantic Kernel consolidation gives enterprises one supported path with .NET and Python parity, Azure AI Foundry integration, OpenTelemetry-based observability, and long-running workflow support — the default for organizations already on the Microsoft stack."}],"fixes":[{"model":"Claude","fix":"Gravitates toward Azure and enterprise ceremony; outside that ecosystem it offers little over lighter frameworks and its post-merger APIs are still settling."},{"model":"Gemini","fix":"Heavy vendor lock-in to the Microsoft ecosystem and rigid abstractions that complicate small-scale or rapid prototyping projects."},{"model":"Grok","fix":"Broaden model-agnostic flexibility beyond Microsoft ecosystem"}],"updated":"2026-07-15","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-07","2026-07-08","2026-07-09","2026-07-10","2026-07-12","2026-07-13","2026-07-14","2026-07-15"],"ranks":[8,7,3,null,3,6,5,5,4,3]},"reasoning_shift":[{"model":"Gemini","from":"2026-07-14","to":"2026-07-15","added":[{"t":"session state management","q":"Enterprise-grade session state management"},{"t":"native multi-language support","q":"native multi-language support (Python, .NET, Go)"},{"t":"robust governance","q":"robust telemetry and governance"}],"dropped":[{"t":"conversational multi-agent design","q":"advanced conversational multi-agent design"},{"t":"type safety","q":"type safety"},{"t":"enterprise-grade stability","q":"enterprise-grade stability"}]},{"model":"Claude","from":"2026-07-13","to":"2026-07-14","added":[{"t":"OpenTelemetry-based observability","q":"OpenTelemetry-based observability"},{"t":"long-running workflow support","q":"long-running workflow support"},{"t":"enterprise ceremony","q":"enterprise ceremony"}],"dropped":[{"t":"compliance/identity story","q":"compliance/identity story no OSS rival matches"}]},{"model":"Grok","from":"2026-07-07","to":"2026-07-09","added":[{"t":"async multi-agent conversations","q":"async multi-agent conversations"},{"t":"governance for large orgs","q":"governance for large orgs"},{"t":"Broaden model-agnostic flexibility","q":"Broaden model-agnostic flexibility beyond Microsoft ecosystem"}],"dropped":[{"t":"state management, telemetry, middleware","q":"state management, telemetry, middleware"},{"t":"Improve standalone Python ergonomics","q":"Improve standalone Python ergonomics"},{"t":"smoother migration tools","q":"smoother migration tools from legacy AutoGen/Semantic Kernel code"}]}],"api":"https://modelsagree.com/api/v1/best/best-ai-agent-framework.json"},{"slug":"best-tool-use-platforms-for-production-ai-agents","title":"Best tool-use platforms for production AI agents","rank":12,"of":14,"score":1,"appearances":1,"modelRanks":{"Grok":5},"reason":"Unified enterprise orchestration with strong Azure/M365 integration, group chat, and governance; competitive for Microsoft-heavy teams needing reliable tool use in regulated/production settings.","reasons":[{"model":"Grok","reason":"Unified enterprise orchestration with strong Azure/M365 integration, group chat, and governance; competitive for Microsoft-heavy teams needing reliable tool use in regulated/production settings."}],"fixes":[],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-tool-use-platforms-for-production-ai-agents.json"}],"page":"https://modelsagree.com/product/microsoft-agent-framework","check":"https://modelsagree.com/check?q=Microsoft%20Agent%20Framework","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}