> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Performance

> Performance examples benchmark runtime and memory impact for agents and teams.

| Example | Description |
| - | - |
| [Async Function Performance Evaluation](https://agno-v2.mintlify.site/examples/evals/performance/async-function.md) | Demonstrates performance evaluation for an asynchronous function. |
| [Db Logging](https://agno-v2.mintlify.site/examples/evals/performance/db-logging.md) | Demonstrates storing performance evaluation results in PostgreSQL. |
| [Instantiate Agent](https://agno-v2.mintlify.site/examples/evals/performance/instantiate-agent.md) | Demonstrates measuring agent instantiation performance. |
| [Instantiate Agent With Tool](https://agno-v2.mintlify.site/examples/evals/performance/instantiate-agent-with-tool.md) | Demonstrates measuring instantiation performance for a tooled agent. |
| [Instantiate Team](https://agno-v2.mintlify.site/examples/evals/performance/instantiate-team.md) | Demonstrates measuring team instantiation performance. |
| [Memory Update Performance Evaluation](https://agno-v2.mintlify.site/examples/evals/performance/response-with-memory-updates.md) | Demonstrates measuring performance when memory updates are enabled. |
| [Response With Storage](https://agno-v2.mintlify.site/examples/evals/performance/response-with-storage.md) | Demonstrates measuring performance when storage-backed history is enabled. |
| [Simple Response Performance Evaluation](https://agno-v2.mintlify.site/examples/evals/performance/simple-response.md) | Demonstrates baseline response performance for a single prompt. |
| [Team Response With Memory Simple](https://agno-v2.mintlify.site/examples/evals/performance/team-response-with-memory-simple.md) | Demonstrates team response performance with memory enabled. |
| [Team Response With Memory Multi User](https://agno-v2.mintlify.site/examples/evals/performance/team-response-with-memory-multi-user.md) | Demonstrates concurrent team performance across multiple users with memory. |
| [Team Response With Memory And Reasoning](https://agno-v2.mintlify.site/examples/evals/performance/team-response-with-memory-and-reasoning.md) | Demonstrates memory growth performance for a reasoning-enabled team. |
| [Comparison](https://agno-v2.mintlify.site/examples/evals/performance/comparison/overview) | These benchmarks compare agent instantiation patterns across non-Agno frameworks. |


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