Which is the best tool to build AI agents?
Asked "Which is the best tool to build AI agents?", ChatGPT, Copilot, Gemini and Google AI Mode named 20 distinct tools across 5 answers on September 7, 2026, and 6 of them in two or more answers, and all 4 engines agreed on CrewAI, the only tool every engine named.
6 of 20 names confirmed · named in 2 or more of 5 answers · asked September 7, 2026 · 4 engines
The best tool to build AI agents depends on your goals, technical background, and specific project needs. LangGraph and LangChain are top choices for developers needing open-source orchestration and custom control, while Microsoft AutoGen + Semantic Kernel and Microsoft Copilot Studio are preferred for enterprise-scale workflows and Microsoft ecosystem integration. CrewAI and other tools like Botpress and n8n are suitable for rapid team-based prototyping, low-code visual building, and workflow automation.
- 1CrewAInamed in 4 of 5 answers
- 2LangGraphnamed in 3 of 5 answers
- 3LangChainnamed in 3 of 5 answers
- 4n8nnamed in 2 of 5 answers
- 5Microsoft Copilot Studionamed in 2 of 5 answers
- 6Google ADKnamed in 2 of 5 answers
- 7OpenAI Agents SDKnamed in 1 of 5 answersone answer
- 8Botpressnamed in 1 of 5 answersone answer
- 9Microsoft AutoGennamed in 1 of 5 answersone answer
- 10Gumloopnamed in 1 of 5 answersone answer
- 11Microsoft Agent Frameworknamed in 1 of 5 answersone answer
- 12Semantic Kernelnamed in 1 of 5 answersone answer
- 13Zapiernamed in 1 of 5 answersone answer
- 14LlamaIndexnamed in 1 of 5 answersone answer
- 15SuperAGInamed in 1 of 5 answersone answer
- 16Voiceflownamed in 1 of 5 answersone answer
- 17Mastranamed in 1 of 5 answersone answer
- 18Vertex AI Agent Enginenamed in 1 of 5 answersone answer
- 19AWS Bedrock AgentCorenamed in 1 of 5 answersone answer
- 20OpenAI Assistants APInamed in 1 of 5 answersone answer
The full measurement
- The position each of the 4 engines gave all 20 names.
- How many of the 5 answers named each of them.
- 31 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.