ci: enable startup microbenchmarks

[brettlangdon]

Description

Testing

Risks

Additional Notes

[github-actions]

CODEOWNERS have been resolved as:

.gitlab/benchmarks/microbenchmarks.yml                                  @DataDog/python-guild @DataDog/apm-core-python
benchmarks/bm/_scenario.py                                              @DataDog/apm-core-python
benchmarks/startup/scenario.py                                          @DataDog/apm-core-python

[github-actions]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 241 ± 2 ms.

The average import time from base is: 243 ± 2 ms.

The import time difference between this PR and base is: -1.64 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.971 ms (0.82%)

ddtrace.bootstrap.sitecustomize 1.289 ms (0.53%)

ddtrace.bootstrap.preload 1.289 ms (0.53%)

ddtrace.internal.remoteconfig.client 0.630 ms (0.26%)

ddtrace 0.682 ms (0.28%)

ddtrace.internal._unpatched 0.031 ms (0.01%)

json 0.031 ms (0.01%)

json.decoder 0.031 ms (0.01%)

re 0.031 ms (0.01%)

enum 0.031 ms (0.01%)

types 0.031 ms (0.01%)

[pr-commenter]

Performance SLOs

Comparing candidate brettlangdon/benchmarks.inner_loops (4a1abeb) with baseline main (5f952a1)

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.306µs (SLO: <10.000µs 📉 -56.9%) vs baseline: ~same

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ ospathbasename_noaspect

Time: ✅ 1.087µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ ospathjoin_aspect

Time: ✅ 6.915µs (SLO: <10.000µs 📉 -30.9%) vs baseline: 📈 +12.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ ospathjoin_noaspect

Time: ✅ 2.301µs (SLO: <10.000µs 📉 -77.0%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ ospathnormcase_aspect

Time: ✅ 3.464µs (SLO: <10.000µs 📉 -65.4%) vs baseline: -0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

---

✅ ospathsplit_aspect

Time: ✅ 4.887µs (SLO: <10.000µs 📉 -51.1%) vs baseline: -0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ ospathsplit_noaspect

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.680µs (SLO: <10.000µs 📉 -63.2%) vs baseline: +1.8%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.695µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ ospathsplitext_aspect

Time: ✅ 4.616µs (SLO: <10.000µs 📉 -53.8%) vs baseline: +1.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ ospathsplitext_noaspect

Time: ✅ 1.381µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.444ms (SLO: <22.300ms -8.3%) vs baseline: -0.2%

Memory: ✅ 65.486MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

---

✅ exception-replay-enabled

Time: ✅ 1.345ms (SLO: <1.450ms -7.2%) vs baseline: +0.2%

Memory: ✅ 64.564MB (SLO: <67.000MB -3.6%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 20.502ms (SLO: <22.250ms -7.9%) vs baseline: ~same

Memory: ✅ 65.576MB (SLO: <67.000MB -2.1%) vs baseline: +5.0%

---

✅ profiler

Time: ✅ 15.332ms (SLO: <16.550ms -7.4%) vs baseline: +0.3%

Memory: ✅ 53.709MB (SLO: <54.500MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ resource-renaming

Time: ✅ 20.536ms (SLO: <21.750ms -5.6%) vs baseline: -0.2%

Memory: ✅ 65.462MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 25.425ms (SLO: <28.200ms -9.8%) vs baseline: -0.1%

Memory: ✅ 67.539MB (SLO: <69.500MB -2.8%) vs baseline: +4.4%

---

✅ tracer

Time: ✅ 20.441ms (SLO: <21.750ms -6.0%) vs baseline: -0.6%

Memory: ✅ 65.464MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

---

✅ tracer-and-profiler

Time: ✅ 22.052ms (SLO: <23.500ms -6.2%) vs baseline: -0.2%

Memory: ✅ 66.591MB (SLO: <67.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.305ms (SLO: <21.500ms 📉 -10.2%) vs baseline: -0.4%

Memory: ✅ 65.547MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +4.9%

---

✅ tracer-minimal

Time: ✅ 16.615ms (SLO: <17.500ms -5.1%) vs baseline: -0.5%

Memory: ✅ 65.457MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.9%

---

✅ tracer-native

Time: ✅ 20.488ms (SLO: <21.750ms -5.8%) vs baseline: -0.1%

Memory: ✅ 71.505MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +5.0%

---

✅ tracer-no-caches

Time: ✅ 18.469ms (SLO: <19.650ms -6.0%) vs baseline: +0.1%

Memory: ✅ 65.434MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

---

✅ tracer-no-databases

Time: ✅ 18.770ms (SLO: <20.100ms -6.6%) vs baseline: +0.1%

Memory: ✅ 65.226MB (SLO: <67.000MB -2.6%) vs baseline: +4.5%

---

✅ tracer-no-middleware

Time: ✅ 20.135ms (SLO: <21.500ms -6.3%) vs baseline: -0.4%

Memory: ✅ 65.519MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 20.304ms (SLO: <22.000ms -7.7%) vs baseline: -0.3%

Memory: ✅ 65.475MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.025ms (SLO: <19.850ms -9.2%) vs baseline: -0.2%

Memory: ✅ 65.213MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ errortracking-enabled-user

Time: ✅ 18.023ms (SLO: <19.400ms -7.1%) vs baseline: -0.2%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 18.155ms (SLO: <19.450ms -6.7%) vs baseline: +0.5%

Memory: ✅ 65.235MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.7%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.594ms (SLO: <4.750ms -3.3%) vs baseline: +0.4%

Memory: ✅ 62.030MB (SLO: <65.000MB -4.6%) vs baseline: +5.0%

---

✅ appsec-post

Time: ✅ 6.609ms (SLO: <6.750ms -2.1%) vs baseline: -0.1%

Memory: ✅ 61.951MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

---

✅ appsec-telemetry

Time: ✅ 4.578ms (SLO: <4.750ms -3.6%) vs baseline: -0.4%

Memory: ✅ 61.971MB (SLO: <65.000MB -4.7%) vs baseline: +5.0%

---

✅ debugger

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: -0.2%

Memory: ✅ 45.397MB (SLO: <47.000MB -3.4%) vs baseline: +4.8%

---

✅ iast-get

Time: ✅ 1.864ms (SLO: <2.000ms -6.8%) vs baseline: -0.1%

Memory: ✅ 42.369MB (SLO: <49.000MB 📉 -13.5%) vs baseline: +5.0%

---

✅ profiler

Time: ✅ 1.907ms (SLO: <2.100ms -9.2%) vs baseline: ~same

Memory: ✅ 46.458MB (SLO: <47.000MB 🟡 -1.2%) vs baseline: +4.7%

---

✅ resource-renaming

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: +0.1%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +4.6%

---

✅ tracer

Time: ✅ 3.355ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: ~same

Memory: ✅ 58.320MB (SLO: <60.000MB -2.8%) vs baseline: +5.4%

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.956ms (SLO: <47.150ms 📉 -13.1%) vs baseline: ~same

Memory: ✅ 44.184MB (SLO: <47.000MB -6.0%) vs baseline: +5.2%

---

✅ add-metrics

Time: ✅ 319.095ms (SLO: <344.800ms -7.5%) vs baseline: +0.3%

Memory: ✅ 617.333MB (SLO: <630.000MB -2.0%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 288.340ms (SLO: <314.000ms -8.2%) vs baseline: +0.4%

Memory: ✅ 618.353MB (SLO: <630.000MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 80.792ms (SLO: <92.350ms 📉 -12.5%) vs baseline: ~same

Memory: ✅ 39.760MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 38.195ms (SLO: <44.500ms 📉 -14.2%) vs baseline: -0.3%

Memory: ✅ 43.635MB (SLO: <47.500MB -8.1%) vs baseline: +4.8%

---

✅ record-exception

Time: ✅ 58.443ms (SLO: <67.650ms 📉 -13.6%) vs baseline: +0.1%

Memory: ✅ 40.105MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 44.226ms (SLO: <50.400ms 📉 -12.3%) vs baseline: +0.2%

Memory: ✅ 43.590MB (SLO: <47.000MB -7.3%) vs baseline: +4.8%

---

✅ start

Time: ✅ 37.655ms (SLO: <43.450ms 📉 -13.3%) vs baseline: +0.7%

Memory: ✅ 43.600MB (SLO: <47.000MB -7.2%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 82.379ms (SLO: <88.000ms -6.4%) vs baseline: +0.2%

Memory: ✅ 34.524MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.7%

---

✅ start-finish-telemetry

Time: ✅ 83.911ms (SLO: <89.000ms -5.7%) vs baseline: ~same

Memory: ✅ 34.603MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +5.0%

---

✅ update-name

Time: ✅ 39.283ms (SLO: <45.150ms 📉 -13.0%) vs baseline: +0.4%

Memory: ✅ 43.927MB (SLO: <47.000MB -6.5%) vs baseline: +4.9%

---

🟡 span - 26/26

✅ add-event

Time: ✅ 20.904ms (SLO: <22.500ms -7.1%) vs baseline: +2.9%

Memory: ✅ 49.600MB (SLO: <53.000MB -6.4%) vs baseline: +4.8%

---

✅ add-metrics

Time: ✅ 90.131ms (SLO: <93.500ms -3.6%) vs baseline: +0.2%

Memory: ✅ 690.233MB (SLO: <961.000MB 📉 -28.2%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 147.270ms (SLO: <155.000ms -5.0%) vs baseline: -0.9%

Memory: ✅ 690.583MB (SLO: <962.500MB 📉 -28.3%) vs baseline: +5.0%

---

✅ get-context

Time: ✅ 19.128ms (SLO: <20.500ms -6.7%) vs baseline: +1.8%

Memory: ✅ 48.447MB (SLO: <53.000MB -8.6%) vs baseline: +4.8%

---

✅ is-recording

Time: ✅ 19.378ms (SLO: <20.500ms -5.5%) vs baseline: +2.0%

Memory: ✅ 48.443MB (SLO: <53.000MB -8.6%) vs baseline: +4.7%

---

✅ record-exception

Time: ✅ 37.916ms (SLO: <40.000ms -5.2%) vs baseline: +0.9%

Memory: ✅ 42.436MB (SLO: <53.000MB 📉 -19.9%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 20.802ms (SLO: <22.000ms -5.4%) vs baseline: +0.3%

Memory: ✅ 48.297MB (SLO: <53.000MB -8.9%) vs baseline: +4.5%

---

✅ start

Time: ✅ 18.657ms (SLO: <20.500ms -9.0%) vs baseline: -0.3%

Memory: ✅ 48.393MB (SLO: <53.000MB -8.7%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 51.977ms (SLO: <52.500ms 🟡 -1.0%) vs baseline: +1.0%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

---

✅ start-finish-telemetry

Time: ✅ 52.845ms (SLO: <54.500ms -3.0%) vs baseline: +0.5%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +4.9%

---

✅ start-finish-traceid128

Time: ✅ 54.956ms (SLO: <57.000ms -3.6%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

---

✅ start-traceid128

Time: ✅ 19.101ms (SLO: <22.500ms 📉 -15.1%) vs baseline: -0.9%

Memory: ✅ 48.524MB (SLO: <53.000MB -8.4%) vs baseline: +5.2%

---

✅ update-name

Time: ✅ 19.179ms (SLO: <22.000ms 📉 -12.8%) vs baseline: -0.3%

Memory: ✅ 49.118MB (SLO: <53.000MB -7.3%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.267µs (SLO: <20.000µs 📉 -33.7%) vs baseline: +0.1%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +5.1%

---

✅ context_with_data_no_listeners

Time: ✅ 3.312µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +0.2%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ get_item_exists

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

---

✅ get_item_missing

Time: ✅ 0.643µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.7%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

---

✅ set_item

Time: ✅ 24.336µs (SLO: <30.000µs 📉 -18.9%) vs baseline: +1.4%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

✅ All Tests Passing (17 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.5%

Memory: ✅ 52.121MB (SLO: <53.500MB -2.6%) vs baseline: +4.9%

---

✅ errortracking-enabled-user

Time: ✅ 2.085ms (SLO: <2.250ms -7.3%) vs baseline: +0.1%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 2.076ms (SLO: <2.300ms -9.8%) vs baseline: -0.2%

Memory: ✅ 52.101MB (SLO: <53.500MB -2.6%) vs baseline: +4.8%

---

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.948ms (SLO: <4.200ms -6.0%) vs baseline: -0.7%

Memory: ✅ 62.246MB (SLO: <66.000MB -5.7%) vs baseline: +4.8%

---

✅ iast-enabled

Time: ✅ 2.442ms (SLO: <2.800ms 📉 -12.8%) vs baseline: ~same

Memory: ✅ 58.648MB (SLO: <60.000MB -2.3%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 2.057ms (SLO: <2.250ms -8.6%) vs baseline: -0.5%

Memory: ✅ 52.121MB (SLO: <54.500MB -4.4%) vs baseline: +4.7%

---

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.290µs (SLO: <100.000µs 📉 -17.7%) vs baseline: +1.0%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

---

✅ b3_headers

Time: ✅ 14.263µs (SLO: <20.000µs 📉 -28.7%) vs baseline: +0.3%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

---

✅ b3_single_headers

Time: ✅ 13.562µs (SLO: <20.000µs 📉 -32.2%) vs baseline: +1.7%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.598µs (SLO: <80.000µs 📉 -20.5%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.151µs (SLO: <80.000µs 📉 -17.3%) vs baseline: +0.4%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

---

✅ empty_headers

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -1.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ full_t_id_datadog_headers

Time: ✅ 22.997µs (SLO: <30.000µs 📉 -23.3%) vs baseline: +0.8%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ invalid_priority_header

Time: ✅ 6.507µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

---

✅ invalid_span_id_header

Time: ✅ 6.499µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ invalid_tags_header

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ invalid_trace_id_header

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.3%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

---

✅ large_header_no_matches

Time: ✅ 27.716µs (SLO: <30.000µs -7.6%) vs baseline: +0.5%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

---

✅ large_valid_headers_all

Time: ✅ 28.821µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.8%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

---

✅ medium_header_no_matches

Time: ✅ 9.922µs (SLO: <20.000µs 📉 -50.4%) vs baseline: +1.1%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ medium_valid_headers_all

Time: ✅ 11.200µs (SLO: <20.000µs 📉 -44.0%) vs baseline: +0.2%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

---

✅ none_propagation_style

Time: ✅ 1.701µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +1.0%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

---

✅ tracecontext_headers

Time: ✅ 34.382µs (SLO: <40.000µs 📉 -14.0%) vs baseline: -0.2%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

---

✅ valid_headers_all

Time: ✅ 6.501µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

---

✅ valid_headers_basic

Time: ✅ 6.105µs (SLO: <10.000µs 📉 -39.0%) vs baseline: +0.7%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

---

✅ wsgi_empty_headers

Time: ✅ 1.586µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.6%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.542µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.5%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.5%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.563µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.7%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.616µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.872µs (SLO: <40.000µs 📉 -27.8%) vs baseline: +0.6%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.825µs (SLO: <40.000µs 📉 -25.4%) vs baseline: -0.4%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.186µs (SLO: <20.000µs 📉 -49.1%) vs baseline: +1.0%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.519µs (SLO: <20.000µs 📉 -42.4%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ wsgi_valid_headers_all

Time: ✅ 6.536µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.7%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.122µs (SLO: <10.000µs 📉 -38.8%) vs baseline: -0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

---

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.396µs (SLO: <30.000µs 📉 -25.3%) vs baseline: +3.1%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ with_all

Time: ✅ 28.742µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

---

✅ with_dd_origin

Time: ✅ 26.095µs (SLO: <30.000µs 📉 -13.0%) vs baseline: +3.6%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

---

✅ with_priority_and_origin

Time: ✅ 24.737µs (SLO: <40.000µs 📉 -38.2%) vs baseline: +0.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ with_sampling_priority

Time: ✅ 21.637µs (SLO: <30.000µs 📉 -27.9%) vs baseline: +0.8%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.6%

---

✅ with_tags

Time: ✅ 28.357µs (SLO: <40.000µs 📉 -29.1%) vs baseline: +5.5%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

---

✅ with_tags_invalid

Time: ✅ 29.950µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +6.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.2%

---

✅ with_tags_max_size

Time: ✅ 27.323µs (SLO: <40.000µs 📉 -31.7%) vs baseline: -0.1%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.698µs (SLO: <40.000µs 📉 -20.8%) vs baseline: -1.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ re_expand_noaspect

Time: ✅ 28.771µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.5%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

---

✅ re_findall_aspect

Time: ✅ 2.891µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ re_findall_noaspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ re_finditer_aspect

Time: ✅ 4.500µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +0.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

---

✅ re_finditer_noaspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ re_fullmatch_aspect

Time: ✅ 2.686µs (SLO: <10.000µs 📉 -73.1%) vs baseline: ~same

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

---

✅ re_fullmatch_noaspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -1.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

---

✅ re_group_aspect

Time: ✅ 2.956µs (SLO: <10.000µs 📉 -70.4%) vs baseline: -0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ re_group_noaspect

Time: ✅ 1.603µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

---

✅ re_groups_aspect

Time: ✅ 3.107µs (SLO: <10.000µs 📉 -68.9%) vs baseline: +0.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ re_groups_noaspect

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.6%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

---

✅ re_match_aspect

Time: ✅ 2.737µs (SLO: <10.000µs 📉 -72.6%) vs baseline: +0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ re_match_noaspect

Time: ✅ 1.308µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.6%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ re_search_aspect

Time: ✅ 2.575µs (SLO: <10.000µs 📉 -74.2%) vs baseline: -0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

---

✅ re_search_noaspect

Time: ✅ 1.211µs (SLO: <10.000µs 📉 -87.9%) vs baseline: -0.3%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

---

✅ re_sub_aspect

Time: ✅ 3.433µs (SLO: <10.000µs 📉 -65.7%) vs baseline: +0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ re_sub_noaspect

Time: ✅ 1.530µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.7%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ re_subn_aspect

Time: ✅ 3.640µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ re_subn_noaspect

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ add_inplace_aspect

Time: ✅ 0.410µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.4%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

---

✅ bytearray_aspect

Time: ✅ 1.338µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ bytearray_extend_aspect

Time: ✅ 1.449µs (SLO: <10.000µs 📉 -85.5%) vs baseline: -1.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ bytearray_extend_noaspect

Time: ✅ 0.609µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -1.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ bytearray_noaspect

Time: ✅ 0.481µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ bytes_aspect

Time: ✅ 1.283µs (SLO: <10.000µs 📉 -87.2%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

---

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ bytesio_aspect

Time: ✅ 1.387µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +2.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ bytesio_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

---

✅ capitalize_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ capitalize_noaspect

Time: ✅ 0.439µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +1.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

---

✅ casefold_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ decode_aspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -1.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ encode_aspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

---

✅ format_aspect

Time: ✅ 3.395µs (SLO: <10.000µs 📉 -66.0%) vs baseline: +0.7%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ format_map_aspect

Time: ✅ 3.608µs (SLO: <10.000µs 📉 -63.9%) vs baseline: -1.0%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ format_map_noaspect

Time: ✅ 0.774µs (SLO: <10.000µs 📉 -92.3%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ format_noaspect

Time: ✅ 0.592µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

---

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

---

✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ join_aspect

Time: ✅ 1.401µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.3%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ ljust_aspect

Time: ✅ 2.484µs (SLO: <20.000µs 📉 -87.6%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

---

✅ ljust_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ lower_aspect

Time: ✅ 2.202µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.7%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ lower_noaspect

Time: ✅ 0.365µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ lstrip_aspect

Time: ✅ 2.230µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ lstrip_noaspect

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ modulo_aspect

Time: ✅ 0.994µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.532µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.2%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.986µs (SLO: <10.000µs 📉 -90.1%) vs baseline: +1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.194µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ modulo_noaspect

Time: ✅ 0.624µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ replace_aspect

Time: ✅ 4.815µs (SLO: <10.000µs 📉 -51.9%) vs baseline: -0.1%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

---

✅ replace_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -1.1%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

---

✅ repr_aspect

Time: ✅ 0.901µs (SLO: <10.000µs 📉 -91.0%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ rstrip_aspect

Time: ✅ 1.927µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.7%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.6%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ slice_noaspect

Time: ✅ 0.443µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ stringio_aspect

Time: ✅ 1.538µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ stringio_noaspect

Time: ✅ 0.719µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.5%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

---

✅ strip_aspect

Time: ✅ 2.247µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

---

✅ strip_noaspect

Time: ✅ 0.391µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +2.0%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ swapcase_aspect

Time: ✅ 2.453µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ title_aspect

Time: ✅ 2.367µs (SLO: <10.000µs 📉 -76.3%) vs baseline: ~same

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ title_noaspect

Time: ✅ 0.506µs (SLO: <10.000µs 📉 -94.9%) vs baseline: ~same

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

---

✅ translate_aspect

Time: ✅ 3.250µs (SLO: <10.000µs 📉 -67.5%) vs baseline: +1.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

---

✅ translate_noaspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.5%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

---

✅ upper_aspect

Time: ✅ 2.232µs (SLO: <10.000µs 📉 -77.7%) vs baseline: +0.3%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

---

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.429µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +1.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

---

✅ rsplit_noaspect

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

---

✅ split_aspect

Time: ✅ 1.411µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

---

✅ split_noaspect

Time: ✅ 0.568µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.8%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ splitlines_aspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

---

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

---

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.077µs (SLO: <60.000µs 📉 -18.2%) vs baseline: -0.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.446ms (SLO: <42.000ms -3.7%) vs baseline: -0.1%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.3%

---

✅ add-link

Time: ✅ 36.315ms (SLO: <38.550ms -5.8%) vs baseline: +0.6%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 221.149ms (SLO: <232.000ms -4.7%) vs baseline: +0.3%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 212.500ms (SLO: <221.600ms -4.1%) vs baseline: +0.5%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.0%

---

✅ get-context

Time: ✅ 29.097ms (SLO: <31.300ms -7.0%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 29.098ms (SLO: <31.000ms -6.1%) vs baseline: -0.3%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.7%

---

✅ record-exception

Time: ✅ 63.230ms (SLO: <65.850ms -4.0%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +5.3%

---

✅ set-status

Time: ✅ 31.922ms (SLO: <34.150ms -6.5%) vs baseline: +0.7%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +5.2%

---

✅ start

Time: ✅ 28.669ms (SLO: <30.150ms -4.9%) vs baseline: -0.3%

Memory: ✅ 34.583MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 33.911ms (SLO: <35.350ms -4.1%) vs baseline: +0.4%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.9%

---

✅ start-finish-telemetry

Time: ✅ 33.844ms (SLO: <35.450ms -4.5%) vs baseline: -0.1%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +5.0%

---

✅ update-name

Time: ✅ 30.869ms (SLO: <33.400ms -7.6%) vs baseline: -0.6%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.1%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.150ms (SLO: <354.300ms -3.1%) vs baseline: -0.3%

Memory: ✅ 37.940MB (SLO: <40.000MB -5.2%) vs baseline: +4.9%

---

✅ cache_on

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.0%

Memory: ✅ 36.968MB (SLO: <39.000MB -5.2%) vs baseline: +6.4%

---

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 156.345µs (SLO: <170.000µs -8.0%) vs baseline: +0.4%

Memory: ✅ 37.247MB (SLO: <38.500MB -3.3%) vs baseline: +5.3%

---

✅ import_many_cached

Time: ✅ 121.557µs (SLO: <130.000µs -6.5%) vs baseline: +0.5%

Memory: ✅ 37.258MB (SLO: <38.500MB -3.2%) vs baseline: +4.5%

---

✅ import_many_stdlib

Time: ✅ 1.651ms (SLO: <1.750ms -5.6%) vs baseline: +1.6%

Memory: ✅ 37.430MB (SLO: <38.500MB -2.8%) vs baseline: +5.3%

---

✅ import_many_stdlib_cached

Time: ✅ 0.980ms (SLO: <1.100ms 📉 -10.9%) vs baseline: -0.3%

Memory: ✅ 37.355MB (SLO: <38.500MB -3.0%) vs baseline: +5.1%

---

✅ import_many_unknown

Time: ✅ 833.248µs (SLO: <890.000µs -6.4%) vs baseline: ~same

Memory: ✅ 37.311MB (SLO: <38.500MB -3.1%) vs baseline: +5.0%

---

✅ import_many_unknown_cached

Time: ✅ 801.459µs (SLO: <870.000µs -7.9%) vs baseline: +0.7%

Memory: ✅ 37.406MB (SLO: <38.500MB -2.8%) vs baseline: +5.1%

---

✅ import_one

Time: ✅ 20.017µs (SLO: <30.000µs 📉 -33.3%) vs baseline: +0.2%

Memory: ✅ 37.087MB (SLO: <39.000MB -4.9%) vs baseline: +4.6%

---

✅ import_one_cache

Time: ✅ 6.369µs (SLO: <10.000µs 📉 -36.3%) vs baseline: +1.5%

Memory: ✅ 37.254MB (SLO: <38.500MB -3.2%) vs baseline: +4.6%

---

✅ import_one_stdlib

Time: ✅ 18.738µs (SLO: <20.000µs -6.3%) vs baseline: +0.2%

Memory: ✅ 37.339MB (SLO: <38.500MB -3.0%) vs baseline: +4.9%

---

✅ import_one_stdlib_cache

Time: ✅ 6.354µs (SLO: <10.000µs 📉 -36.5%) vs baseline: +1.7%

Memory: ✅ 37.235MB (SLO: <38.500MB -3.3%) vs baseline: +5.3%

---

✅ import_one_unknown

Time: ✅ 45.662µs (SLO: <50.000µs -8.7%) vs baseline: ~same

Memory: ✅ 37.049MB (SLO: <38.500MB -3.8%) vs baseline: +4.3%

---

✅ import_one_unknown_cache

Time: ✅ 6.368µs (SLO: <10.000µs 📉 -36.3%) vs baseline: +1.8%

Memory: ✅ 37.169MB (SLO: <38.500MB -3.5%) vs baseline: +5.1%

---

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.324µs (SLO: <10.000µs 📉 -76.8%) vs baseline: -1.0%

Memory: ✅ 31.713MB (SLO: <34.000MB -6.7%) vs baseline: +4.6%

---

✅ high_rate_limit

Time: ✅ 2.412µs (SLO: <10.000µs 📉 -75.9%) vs baseline: ~same

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.7%

---

✅ long_window

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.1%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.9%

---

✅ low_rate_limit

Time: ✅ 2.361µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.1%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.8%

---

✅ no_rate_limit

Time: ✅ 0.833µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.1%

Memory: ✅ 31.713MB (SLO: <34.000MB -6.7%) vs baseline: +4.5%

---

✅ short_window

Time: ✅ 2.487µs (SLO: <10.000µs 📉 -75.1%) vs baseline: -0.6%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.7%

---

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.841ms (SLO: <320.950ms -3.8%) vs baseline: +0.1%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

---

✅ deep-profiled

Time: ✅ 327.931ms (SLO: <359.150ms -8.7%) vs baseline: ~same

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.0%

---

✅ medium

Time: ✅ 7.053ms (SLO: <7.400ms -4.7%) vs baseline: -0.3%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

---

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%) vs baseline: +0.1%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.515µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

---

✅ high_match

Time: ✅ 173.148µs (SLO: <480.000µs 📉 -63.9%) vs baseline: -1.9%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

---

✅ low_match

Time: ✅ 98.884µs (SLO: <120.000µs 📉 -17.6%) vs baseline: +0.4%

Memory: ✅ 600.805MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.8%

---

✅ very_low_match

Time: ✅ 2.660ms (SLO: <8.500ms 📉 -68.7%) vs baseline: -0.7%

Memory: ✅ 68.276MB (SLO: <75.000MB -9.0%) vs baseline: +4.8%

---

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.507µs (SLO: <20.000µs 📉 -47.5%) vs baseline: +0.7%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ all-enabled

Time: ✅ 39.738µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.5%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

---

✅ collectipvariant_exists

Time: ✅ 41.389µs (SLO: <50.000µs 📉 -17.2%) vs baseline: +1.4%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

---

✅ no-collectipvariant

Time: ✅ 39.825µs (SLO: <50.000µs 📉 -20.4%) vs baseline: -0.3%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

---

✅ no-useragentvariant

Time: ✅ 38.529µs (SLO: <50.000µs 📉 -22.9%) vs baseline: -0.3%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ obfuscation-no-query

Time: ✅ 40.355µs (SLO: <50.000µs 📉 -19.3%) vs baseline: -0.3%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.701µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +1.5%

Memory: ✅ 32.991MB (SLO: <34.000MB -3.0%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 77.399µs (SLO: <90.000µs 📉 -14.0%) vs baseline: +1.5%

Memory: ✅ 32.971MB (SLO: <34.000MB -3.0%) vs baseline: +4.9%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.335µs (SLO: <170.000µs -9.2%) vs baseline: +0.1%

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +4.9%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.783µs (SLO: <160.000µs -6.4%) vs baseline: +1.0%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.800µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +5.0%

---

✅ useragentvariant_exists_1

Time: ✅ 39.344µs (SLO: <50.000µs 📉 -21.3%) vs baseline: -0.2%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +4.9%

---

✅ useragentvariant_exists_2

Time: ✅ 40.780µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +1.0%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

---

✅ useragentvariant_exists_3

Time: ✅ 39.924µs (SLO: <50.000µs 📉 -20.2%) vs baseline: -0.4%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.397µs (SLO: <50.000µs 📉 -21.2%) vs baseline: ~same

Memory: ✅ 32.519MB (SLO: <34.000MB -4.4%) vs baseline: +4.8%

---

✅ useragentvariant_not_exists_2

Time: ✅ 40.039µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +1.8%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

---

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.186µs (SLO: <20.000µs 📉 -84.1%) vs baseline: +1.8%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

---

✅ 1-count-metrics-100-times

Time: ✅ 210.569µs (SLO: <250.000µs 📉 -15.8%) vs baseline: -0.8%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

---

✅ 1-distribution-metric-1-times

Time: ✅ 2.929µs (SLO: <20.000µs 📉 -85.4%) vs baseline: +0.1%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.1%

---

✅ 1-distribution-metrics-100-times

Time: ✅ 188.881µs (SLO: <220.000µs 📉 -14.1%) vs baseline: -0.4%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.103µs (SLO: <20.000µs 📉 -89.5%) vs baseline: -0.4%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 125.395µs (SLO: <150.000µs 📉 -16.4%) vs baseline: +1.6%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.8%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.121µs (SLO: <20.000µs 📉 -84.4%) vs baseline: +0.6%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

---

✅ 1-rate-metrics-100-times

Time: ✅ 213.160µs (SLO: <250.000µs 📉 -14.7%) vs baseline: +1.2%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

---

✅ 100-count-metrics-100-times

Time: ✅ 21.220ms (SLO: <23.500ms -9.7%) vs baseline: -1.5%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.6%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 1.999ms (SLO: <2.250ms 📉 -11.2%) vs baseline: +1.3%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.284ms (SLO: <1.550ms 📉 -17.2%) vs baseline: -0.2%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.173ms (SLO: <2.550ms 📉 -14.8%) vs baseline: -0.7%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

---

✅ flush-1-metric

Time: ✅ 4.263µs (SLO: <20.000µs 📉 -78.7%) vs baseline: -0.3%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.5%

---

✅ flush-100-metrics

Time: ✅ 181.476µs (SLO: <250.000µs 📉 -27.4%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

---

✅ flush-1000-metrics

Time: ✅ 2.229ms (SLO: <2.500ms 📉 -10.8%) vs baseline: +0.4%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +5.0%

---

✅ tracer - 6/6

✅ large

Time: ✅ 30.418ms (SLO: <32.950ms -7.7%) vs baseline: +0.9%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +3.6%

---

✅ medium

Time: ✅ 2.972ms (SLO: <3.200ms -7.1%) vs baseline: +0.9%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

---

✅ small

Time: ✅ 337.699µs (SLO: <370.000µs -8.7%) vs baseline: +1.6%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

ℹ️ Scenarios Missing SLO Configuration (25 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

• coreapiscenario-core_dispatch_listeners
• coreapiscenario-core_dispatch_no_listeners
• coreapiscenario-core_dispatch_with_results_listeners
• coreapiscenario-core_dispatch_with_results_no_listeners
• djangosimple-baseline
• errortrackingdjangosimple-baseline
• errortrackingflasksqli-baseline
• flasksimple-baseline
• flasksqli-baseline
• startup-baseline
• startup-baseline_django
• startup-baseline_flask
• startup-ddtrace_run
• startup-ddtrace_run_appsec
• startup-ddtrace_run_profiling
• startup-ddtrace_run_runtime_metrics
• startup-ddtrace_run_send_span
• startup-ddtrace_run_telemetry_disabled
• startup-ddtrace_run_telemetry_enabled
• startup-import_ddtrace
• startup-import_ddtrace_auto
• startup-import_ddtrace_auto_django
• startup-import_ddtrace_auto_flask
• startup-import_ddtrace_django
• startup-import_ddtrace_flask