# Multi Agent Orchestration

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Agno](https://www.vioscale.ai/software/agno) | 75.1 | 36% (low) | - |
| 2 | [Google Agent Development Kit](https://www.vioscale.ai/software/google-agent-development-kit) | 74.2 | 29% (low) | - |
| 3 | [Pydantic AI](https://www.vioscale.ai/software/pydantic-ai) | 67.2 | 57% (medium) | - |
| 4 | [LlamaIndex](https://www.vioscale.ai/software/llamaindex) | 66.2 | 63% (medium) | - |
| 5 | [Haystack](https://www.vioscale.ai/software/haystack) | 64.6 | 54% (medium) | - |
| 6 | [CrewAI](https://www.vioscale.ai/software/crewai) | 61.1 | 63% (medium) | - |
| 7 | [AutoGen](https://www.vioscale.ai/software/autogen) | 60.7 | 43% (low) | - |
| 8 | [MetaGPT](https://www.vioscale.ai/software/metagpt) | 55.1 | 21% (low) | - |
| 9 | [CAMEL](https://www.vioscale.ai/software/camel) | 54.8 | 38% (low) | - |
| 10 | [OpenAI Agents SDK](https://www.vioscale.ai/software/openai-agents-sdk) | 33 | 26% (low) | - |

---
*Source: Vioscale (https://www.vioscale.ai/categories/multi-agent-orchestration).*