Multi Agent Orchestration
Top signal weightsIntegrations 0.16Package downloads 0.14Development activity 0.09Capabilities 0.08
Rank by intent
Ranking basisMost secureSecurity posture 0.19Integrations 0.14Package downloads 0.12Github activity 0.08
Same facts, re-weighted. Only the weighting changes, never the underlying evidence.
| # | Software | Score | Confidence |
|---|---|---|---|
| 1 | AgnoFramework and runtime for building and running secure, private multi-agent systems | 76 | low · 24% |
| 2 | Google Agent Development Kit | 73 | low · 24% |
| 3 | Pydantic AI | 65 | medium · 59% |
| 4 | LlamaIndex | 65 | medium · 65% |
| 5 | Haystack | 64 | low · 44% |
| 6 | AutoGen | 60 | low · 33% |
| 7 | CrewAI | 60 | medium · 65% |
| 8 | CAMEL | 55 | low · 30% |
| 9 | MetaGPT | 53 | low · 18% |
| 10 | OpenAI Agents SDK | 33 | low · 21% |
Ranked by the Vioscale composite: independent signals, not user reviews. See the method.
Multi Agent Orchestration compared
Head-to-head on the attributes that matter here, with a source and date on every value.
- AgnovsGoogle Agent Development Kit75/74
- AgnovsPydantic AI75/67
- AgnovsLlamaIndex75/66
- AgnovsHaystack75/65
- AgnovsCrewAI75/61
- Google Agent Development KitvsPydantic AI74/67
- Google Agent Development KitvsLlamaIndex74/66
- Google Agent Development KitvsHaystack74/65
- CrewAIvsGoogle Agent Development Kit61/74
- LlamaIndexvsPydantic AI66/67