9 best Python Performance Testing libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Mar 11, 2023

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Performance testing, which is a type of software testing, is essential to project success. A performance test replicates real-life conditions by simulating production loads on the application to see how the application behaves and responds. Performance testing reveals potential issues that could cause performance problems or downtime in production environments, so these issues can be addressed before they impact end-users. Python Performance Testing Open Source libraries are a big part of the Python ecosystem. The following are some of the best open-source Python performance testing libraries including multi-mechanize - Performance Test Framework in Python; pyperform - An easy and convienent way to performance test python code; mobileperf - Android performance test.

multi-mechanizeby cgoldberg

Python doticonstar image 456 doticonVersion:Currentdoticon
License: Weak Copyleft (LGPL-3.0)

Performance Test Framework in Python

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            multi-mechanizeby cgoldberg

            Python doticon star image 456 doticonVersion:Currentdoticon License: Weak Copyleft (LGPL-3.0)

            Performance Test Framework in Python
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                      mobileperfby alibaba

                      Python doticonstar image 633 doticonVersion:Currentdoticon
                      License: Permissive (MIT)

                      Android performance test

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                                mobileperfby alibaba

                                Python doticon star image 633 doticonVersion:Currentdoticon License: Permissive (MIT)

                                Android performance test
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                                          pyperformby lobocv

                                          Python doticonstar image 223 doticonVersion:Currentdoticon
                                          License: Permissive (MIT)

                                          An easy and convienent way to performance test python code.

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                                                    pyperformby lobocv

                                                    Python doticon star image 223 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                    An easy and convienent way to performance test python code.
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                                                              Python doticonstar image 250 doticonVersion:Currentdoticon
                                                              License: Permissive (MIT)

                                                              Generate and upload test data to Elasticsearch for performance and load testing

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                                                                        elasticsearch-test-databy oliver006

                                                                        Python doticon star image 250 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                        Generate and upload test data to Elasticsearch for performance and load testing
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                                                                                  Python doticonstar image 180 doticonVersion:0.5.568doticon
                                                                                  License: Permissive (Apache-2.0)

                                                                                  ClusterRunner makes it easy to parallelize test suites across your infrastructure in the fastest and most efficient way possible.

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                                                                                            ClusterRunnerby box

                                                                                            Python doticon star image 180 doticonVersion:0.5.568doticon License: Permissive (Apache-2.0)

                                                                                            ClusterRunner makes it easy to parallelize test suites across your infrastructure in the fastest and most efficient way possible.
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                                                                                                      Zopkioby linkedin

                                                                                                      Python doticonstar image 157 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (Apache-2.0)

                                                                                                      A Functional and Performance Test Framework for Distributed Systems

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                                                                                                                Zopkioby linkedin

                                                                                                                Python doticon star image 157 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                A Functional and Performance Test Framework for Distributed Systems
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                                                                                                                          pytest-austinby P403n1x87

                                                                                                                          Python doticonstar image 109 doticonVersion:v0.1.0doticon
                                                                                                                          License: Strong Copyleft (GPL-3.0)

                                                                                                                          Python Performance Testing with Austin

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                                                                                                                                    pytest-austinby P403n1x87

                                                                                                                                    Python doticon star image 109 doticonVersion:v0.1.0doticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                    Python Performance Testing with Austin
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                                                                                                                                              Python doticonstar image 75 doticonVersion:v1.0doticon
                                                                                                                                              License: Others (Non-SPDX)

                                                                                                                                              Solution to setup AWS Fargate to run multi-region distributed performance testing.

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                                                                                                                                                        distributed-load-testing-using-aws-fargateby aws-samples

                                                                                                                                                        Python doticon star image 75 doticonVersion:v1.0doticon License: Others (Non-SPDX)

                                                                                                                                                        Solution to setup AWS Fargate to run multi-region distributed performance testing.
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                                                                                                                                                                  cstar_perfby datastax

                                                                                                                                                                  Python doticonstar image 69 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                  Apache Cassandra performance testing platform

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                                                                                                                                                                            cstar_perfby datastax

                                                                                                                                                                            Python doticon star image 69 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                            Apache Cassandra performance testing platform
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