How to choose the AI models of the Agent
On the XYZ Platform, the performance of an intelligent agent depends not only on the model itself but also on additional features provided by the platform, such as task planning, memory, and functional plugins. When selecting a model, users need to consider the following factors:
Speed: This metric measures the time required for a model to complete a task. When interacting with an agent on the XYZ Platform, if the agent needs to "think" multiple times or call several functional plugins, it may affect the response time.
Chat Effectiveness: This metric evaluates the naturalness, vividness, and interest of the language generated during interactions with the user. The chat effect determines whether the interaction with the intelligent agent is smooth and enjoyable.
Logical Reasoning Ability on XYZ Platform: This refers to the agent's ability to understand complex instructions and tasks. It includes planning ability, analysis capability, and the ability to uncover deeper intentions. The additional features on the platform (such as planning and plugins) affect these abilities.
Based on these requirements, the model recommendations are as follows(1 - 5, the higher the better):
Llama-3.3-70B-Instruct
1
2
2
ChatGPT-4o-latest
3
3
4
Claude-3-5-sonnet-20241022
4
4
3
Deepseek-r1
2
5
5
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