# AI Agent Frameworks

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

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [LangChain](https://www.vioscale.ai/software/langchain) | 80.4 | 63% (medium) | - |
| 2 | [Agno](https://www.vioscale.ai/software/agno) | 75.1 | 36% (low) | - |
| 3 | [Amazon Bedrock Agents](https://www.vioscale.ai/software/amazon-bedrock-agents) | 62.5 | 34% (low) | - |
| 4 | [Griptape](https://www.vioscale.ai/software/griptape) | 56.4 | 9% (low) | - |
| 5 | [smolagents](https://www.vioscale.ai/software/smolagents) | 54.8 | 35% (low) | - |
| 6 | [CAMEL](https://www.vioscale.ai/software/camel) | 54.8 | 38% (low) | - |
| 7 | [AG2](https://www.vioscale.ai/software/ag2) | 52.3 | 35% (low) | - |
| 8 | [OpenAI Agents SDK](https://www.vioscale.ai/software/openai-agents-sdk) | 33 | 26% (low) | - |
| 9 | [Salesforce Agentforce](https://www.vioscale.ai/software/salesforce-agentforce) | 31.7 | 55% (medium) | - |

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