Performance

Example	Description
Async Function Performance Evaluation	Demonstrates performance evaluation for an asynchronous function.
Db Logging	Demonstrates storing performance evaluation results in PostgreSQL.
Instantiate Agent	Demonstrates measuring agent instantiation performance.
Instantiate Agent With Tool	Demonstrates measuring instantiation performance for a tooled agent.
Instantiate Team	Demonstrates measuring team instantiation performance.
Memory Update Performance Evaluation	Demonstrates measuring performance when memory updates are enabled.
Response With Storage	Demonstrates measuring performance when storage-backed history is enabled.
Simple Response Performance Evaluation	Demonstrates baseline response performance for a single prompt.
Team Response With Memory Simple	Demonstrates team response performance with memory enabled.
Team Response With Memory Multi User	Demonstrates concurrent team performance across multiple users with memory.
Team Response With Memory And Reasoning	Demonstrates memory growth performance for a reasoning-enabled team.
Comparison	These benchmarks compare agent instantiation patterns across non-Agno frameworks.

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