qiskit-documentation/docs/api/qiskit-ibm-runtime/debug_tools.mdx

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---
title: debug_tools (latest version)
description: API reference for qiskit_ibm_runtime.debug_tools in the latest version of qiskit-ibm-runtime
in_page_toc_min_heading_level: 2
python_api_type: module
python_api_name: qiskit_ibm_runtime.debug_tools
---
<span id="debugging-tools-qiskit-ibm-runtime-debug-tools" />
<span id="module-qiskit_ibm_runtime.debug_tools" />
# Debugging tools
`qiskit_ibm_runtime.debug_tools`
The tools for debugging and analyzing qiskit-ibm-runtime jobs.
## Classes
| | |
| -------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ |
| [`Neat`](qiskit_ibm_runtime.debug_tools.Neat "qiskit_ibm_runtime.debug_tools.Neat")(backend\[, noise\_model]) | A class to help understand the expected performance of estimator jobs. |
| [`NeatResult`](qiskit_ibm_runtime.debug_tools.NeatResult "qiskit_ibm_runtime.debug_tools.NeatResult")(pub\_results) | A container for multiple [`NeatPubResult`](qiskit_ibm_runtime.debug_tools.NeatPubResult "qiskit_ibm_runtime.debug_tools.NeatPubResult") objects. |
| [`NeatPubResult`](qiskit_ibm_runtime.debug_tools.NeatPubResult "qiskit_ibm_runtime.debug_tools.NeatPubResult")(vals) | A class to store the PUB results of `Neat`. |