---
title: debug_tools (dev version)
description: API reference for qiskit_ibm_runtime.debug_tools in the dev version of qiskit-ibm-runtime
source: https://quantum.cloud.ibm.com/docs/en/api/qiskit-ibm-runtime/dev/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/dev/debug-tools-neat#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/dev/debug-tools-neat-result#qiskit_ibm_runtime.debug_tools.NeatResult "qiskit_ibm_runtime.debug_tools.NeatResult")              | A container for multiple [`NeatPubResult`](/docs/api/qiskit-ibm-runtime/dev/debug-tools-neat-pub-result#qiskit_ibm_runtime.debug_tools.NeatPubResult "qiskit_ibm_runtime.debug_tools.NeatPubResult") objects. |
| [`NeatPubResult`](/docs/api/qiskit-ibm-runtime/dev/debug-tools-neat-pub-result#qiskit_ibm_runtime.debug_tools.NeatPubResult "qiskit_ibm_runtime.debug_tools.NeatPubResult") | A class to store the PUB results of `Neat`.                                                                                                                                                                   |