This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

• 🟩 = significantly better candidate vs. baseline
• 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

These benchmarks have a confidence interval too wide to call a change; treat them as noise rather than signal.

scenario:appsec-appsec-enabled-24

• unstable execution_time [-209967.935µs; +210718.901µs] or [-7.871%; +7.899%]

scenario:appsec-appsec-enabled-26

• unstable execution_time [-233896.787µs; +234596.154µs] or [-9.160%; +9.187%]

scenario:appsec-appsec-enabled-with-attacks-24

• unstable execution_time [-165.057ms; +157.940ms] or [-5.340%; +5.110%]

scenario:appsec-appsec-enabled-with-attacks-26

• unstable execution_time [-193925.947µs; +193985.180µs] or [-6.676%; +6.678%]

scenario:appsec-control-20

• unstable execution_time [-126.484ms; +120.585ms] or [-7.731%; +7.370%]

scenario:appsec-control-24

• unstable execution_time [-112801.712µs; +112001.712µs] or [-9.107%; +9.043%]

scenario:appsec-control-26

• unstable execution_time [-122.282ms; +124.885ms] or [-9.897%; +10.107%]

scenario:appsec-iast-no-vulnerability-control-20

• unstable execution_time [-9.831ms; +19.922ms] or [-3.860%; +7.822%]

scenario:appsec-iast-no-vulnerability-iast-enabled-always-active-20

• unstable execution_time [-17.290ms; +20.025ms] or [-6.711%; +7.773%]

scenario:appsec-iast-no-vulnerability-iast-enabled-default-config-20

• unstable execution_time [-12.448ms; +16.324ms] or [-4.811%; +6.309%]

scenario:appsec-iast-with-vulnerability-iast-enabled-always-active-20

• unstable execution_time [-27.013ms; +32.023ms] or [-4.849%; +5.748%]

scenario:debugger-line-probe-with-snapshot-default-24

• unstable cpu_user_time [-510.156ms; +375.299ms] or [-6.349%; +4.670%]
• unstable execution_time [-569.539ms; +432.745ms] or [-6.517%; +4.952%]
• unstable instructions [-3984.4M instructions; +2936.0M instructions] or [-6.087%; +4.485%]
• unstable throughput [-181.169op/s; +239.822op/s] or [-4.924%; +6.517%]

scenario:debugger-line-probe-with-snapshot-minimal-24

• unstable cpu_user_time [-2435.702ms; +2292.470ms] or [-26.462%; +24.906%]
• unstable execution_time [-2418.824ms; +2262.202ms] or [-24.376%; +22.798%]
• unstable instructions [-20485.7M instructions; +19232.0M instructions] or [-27.219%; +25.553%]
• unstable max_rss_usage [-9317.336KB; +9205.336KB] or [-5.830%; +5.760%]
• unstable throughput [-615.998op/s; +652.277op/s] or [-18.400%; +19.483%]

scenario:debugger-line-probe-with-snapshot-minimal-26

• unstable cpu_user_time [-2641.758ms; +4151.955ms] or [-27.649%; +43.455%]
• unstable execution_time [-2661.001ms; +4143.058ms] or [-25.882%; +40.297%]
• unstable instructions [-23.1G instructions; +36.9G instructions] or [-28.960%; +46.356%]
• unstable max_rss_usage [-8.532MB; +13.326MB] or [-5.321%; +8.311%]
• unstable throughput [-808.784op/s; +528.602op/s] or [-25.090%; +16.398%]

scenario:debugger-line-probe-without-snapshot-24

• unstable cpu_user_time [-270.034ms; +563.574ms] or [-3.392%; +7.078%]
• unstable execution_time [-321.922ms; +569.289ms] or [-3.716%; +6.571%]
• unstable instructions [-2.2G instructions; +4.4G instructions] or [-3.361%; +6.741%]
• unstable throughput [-240.454op/s; +137.464op/s] or [-6.482%; +3.706%]

scenario:debugger-line-probe-without-snapshot-26

• unstable cpu_user_time [-2278.289ms; +761.028ms] or [-23.875%; +7.975%]
• unstable execution_time [-2355.242ms; +848.597ms] or [-22.915%; +8.256%]
• unstable instructions [-20.2G instructions; +6.6G instructions] or [-25.389%; +8.286%]
• unstable throughput [-177.041op/s; +448.163op/s] or [-5.476%; +13.862%]

scenario:dogstatsd-with-tags-20

• unstable cpu_user_time [-386.892ms; +302.803ms] or [-7.884%; +6.170%]
• unstable execution_time [-392.093ms; +306.027ms] or [-7.869%; +6.142%]
• unstable throughput [-110145.884op/s; +139682.919op/s] or [-6.534%; +8.287%]

scenario:plugin-graphql-long-with-depth-on-max-20

• unstable cpu_user_time [-720.958ms; +762.080ms] or [-5.605%; +5.925%]
• unstable execution_time [-723.440ms; +761.228ms] or [-5.505%; +5.792%]
• unstable throughput [-3.462op/s; +3.312op/s] or [-5.652%; +5.407%]

scenario:plugin-pg-service-26

• unstable cpu_usage_percentage [-8.723%; +5.852%]
• unstable execution_time [-71.665ms; +120.869ms] or [-7.945%; +13.399%]
• unstable throughput [-658679.421op/s; +355356.059op/s] or [-9.711%; +5.239%]

scenario:plugin-pino-json-log-injection-24

• unstable execution_time [-119.852ms; +171.286ms] or [-4.152%; +5.934%]

scenario:test-optimization-large-suite-20

• unstable max_rss_usage [-3963.386KB; +3968.386KB] or [-5.057%; +5.063%]