---
title: debug_tools (latest version)
description: API reference for qiskit_ibm_runtime.debug_tools in the latest version of qiskit-ibm-runtime
source: https://eu-de.quantum.cloud.ibm.com/docs/en/api/qiskit-ibm-runtime/debug-tools
---

# Debugging tools

`qiskit_ibm_runtime.debug_tools`

The tools for debugging and analyzing qiskit-ibm-runtime jobs.

## Classes

|                                                                                                                            |                                                                                                                                                              |
| -------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| [`Neat`](/docs/api/qiskit-ibm-runtime/debug-tools-neat "qiskit_ibm_runtime.debug_tools.Neat")                              | A class to help understand the expected performance of estimator jobs.                                                                                       |
| [`NeatResult`](/docs/api/qiskit-ibm-runtime/debug-tools-neat-result "qiskit_ibm_runtime.debug_tools.NeatResult")           | A container for multiple [`NeatPubResult`](/docs/api/qiskit-ibm-runtime/debug-tools-neat-pub-result "qiskit_ibm_runtime.debug_tools.NeatPubResult") objects. |
| [`NeatPubResult`](/docs/api/qiskit-ibm-runtime/debug-tools-neat-pub-result "qiskit_ibm_runtime.debug_tools.NeatPubResult") | A class to store the PUB results of `Neat`.                                                                                                                  |