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ci: relax span-start-finish-traceid128 SLO (#14917) [backport 3.16] #14930

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ci: relax span-start-finish-traceid128 SLO (#14917) [backport 3.16] #14930

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In PR #14773 we improved span start overhead and reduced the SLOs, but we may have been too aggressive with lowering the
span-start-finish-traceid128 SLO.

@brettlangdon
ci: relax span-start-finish-traceid128 SLO (#14917) [backport 3.16]
3c172f3 
In PR #14773 we improved span start overhead and reduced the SLOs, but
we may have been too aggressive with lowering the
span-start-finish-traceid128 SLO.

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@brettlangdon brettlangdon added the changelog/no-changelog A changelog entry is not required for this PR. label Oct 17, 2025
@brettlangdon brettlangdon requested review from a team as code owners October 17, 2025 12:48
@brettlangdon brettlangdon enabled auto-merge (squash) October 17, 2025 12:48
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CODEOWNERS have been resolved as:

.gitlab/benchmarks/bp-runner.microbenchmarks.fail-on-breach.yml         @DataDog/python-guild @DataDog/apm-core-python

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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 241 ± 3 ms.

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

The import time difference between this PR and base is: -1.1 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.921 ms (0.80%)
ddtrace.bootstrap.sitecustomize 1.234 ms (0.51%)
ddtrace.bootstrap.preload 1.234 ms (0.51%)
ddtrace.internal.remoteconfig.client 0.606 ms (0.25%)
ddtrace 0.687 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%)

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pr-commenter bot commented Oct 17, 2025

Performance SLOs

Comparing candidate backport-14917-to-3.16 (3c172f3) with baseline 3.16 (ddf29d2)

🟡 Near SLO Breach (5 suites)
🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.476ms (SLO: <22.300ms -8.2%) vs baseline: +0.1%

Memory: ✅ 65.475MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.349ms (SLO: <1.450ms -7.0%) vs baseline: +0.3%

Memory: ✅ 64.359MB (SLO: <67.000MB -3.9%) vs baseline: +4.7%

✅ iast

Time: ✅ 20.422ms (SLO: <22.250ms -8.2%) vs baseline: ~same

Memory: ✅ 65.544MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.282ms (SLO: <16.550ms -7.7%) vs baseline: +0.3%

Memory: ✅ 53.749MB (SLO: <54.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 20.571ms (SLO: <21.750ms -5.4%) vs baseline: +0.4%

Memory: ✅ 65.476MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 26.084ms (SLO: <28.200ms -7.5%) vs baseline: -0.3%

Memory: ✅ 68.337MB (SLO: <69.500MB 🟡 -1.7%) vs baseline: +5.9%

✅ tracer

Time: ✅ 20.504ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 65.614MB (SLO: <67.000MB -2.1%) vs baseline: +5.2%

✅ tracer-and-profiler

Time: ✅ 22.074ms (SLO: <23.500ms -6.1%) vs baseline: +0.2%

Memory: ✅ 66.583MB (SLO: <67.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.308ms (SLO: <21.500ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 65.549MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +5.0%

✅ tracer-minimal

Time: ✅ 16.606ms (SLO: <17.500ms -5.1%) vs baseline: ~same

Memory: ✅ 65.449MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.468ms (SLO: <21.750ms -5.9%) vs baseline: +0.3%

Memory: ✅ 71.461MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.421ms (SLO: <19.650ms -6.3%) vs baseline: ~same

Memory: ✅ 65.537MB (SLO: <67.000MB -2.2%) vs baseline: +5.1%

✅ tracer-no-databases

Time: ✅ 18.816ms (SLO: <20.100ms -6.4%) vs baseline: +0.3%

Memory: ✅ 65.537MB (SLO: <67.000MB -2.2%) vs baseline: +5.2%

✅ tracer-no-middleware

Time: ✅ 20.171ms (SLO: <21.500ms -6.2%) vs baseline: ~same

Memory: ✅ 65.579MB (SLO: <67.000MB -2.1%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 20.340ms (SLO: <22.000ms -7.5%) vs baseline: +0.5%

Memory: ✅ 65.521MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.101ms (SLO: <19.850ms -8.8%) vs baseline: +0.2%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 18.326ms (SLO: <19.400ms -5.5%) vs baseline: +1.3%

Memory: ✅ 65.294MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.111ms (SLO: <19.450ms -6.9%) vs baseline: -0.3%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.560ms (SLO: <4.750ms -4.0%) vs baseline: ~same

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

✅ appsec-post

Time: ✅ 6.567ms (SLO: <6.750ms -2.7%) vs baseline: ~same

Memory: ✅ 61.932MB (SLO: <65.000MB -4.7%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 4.557ms (SLO: <4.750ms -4.1%) vs baseline: -0.5%

Memory: ✅ 61.912MB (SLO: <65.000MB -4.8%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.853ms (SLO: <2.000ms -7.3%) vs baseline: -0.2%

Memory: ✅ 45.416MB (SLO: <47.000MB -3.4%) vs baseline: +5.0%

✅ iast-get

Time: ✅ 1.857ms (SLO: <2.000ms -7.2%) vs baseline: ~same

Memory: ✅ 42.310MB (SLO: <49.000MB 📉 -13.7%) vs baseline: +4.8%

✅ profiler

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

Memory: ✅ 46.439MB (SLO: <47.000MB 🟡 -1.2%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.376ms (SLO: <3.650ms -7.5%) vs baseline: ~same

Memory: ✅ 52.180MB (SLO: <53.500MB -2.5%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: +0.3%

Memory: ✅ 52.180MB (SLO: <53.500MB -2.5%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: +0.1%

Memory: ✅ 58.351MB (SLO: <60.000MB -2.7%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 42.506ms (SLO: <47.150ms -9.8%) vs baseline: +0.3%

Memory: ✅ 44.530MB (SLO: <47.000MB -5.3%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 318.099ms (SLO: <344.800ms -7.7%) vs baseline: +0.2%

Memory: ✅ 595.796MB (SLO: <600.000MB 🟡 -0.7%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 289.129ms (SLO: <314.000ms -7.9%) vs baseline: +0.9%

Memory: ✅ 596.951MB (SLO: <600.000MB 🟡 -0.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 82.870ms (SLO: <92.350ms 📉 -10.3%) vs baseline: +3.4%

Memory: ✅ 40.030MB (SLO: <46.500MB 📉 -13.9%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 39.200ms (SLO: <44.500ms 📉 -11.9%) vs baseline: +0.6%

Memory: ✅ 44.013MB (SLO: <47.500MB -7.3%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 59.824ms (SLO: <67.650ms 📉 -11.6%) vs baseline: +1.5%

Memory: ✅ 40.278MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.7%

✅ set-status

Time: ✅ 44.820ms (SLO: <50.400ms 📉 -11.1%) vs baseline: -0.2%

Memory: ✅ 44.011MB (SLO: <47.000MB -6.4%) vs baseline: +5.0%

✅ start

Time: ✅ 38.256ms (SLO: <43.450ms 📉 -12.0%) vs baseline: +0.2%

Memory: ✅ 43.973MB (SLO: <47.000MB -6.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 82.437ms (SLO: <88.000ms -6.3%) vs baseline: -0.2%

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 84.063ms (SLO: <89.000ms -5.5%) vs baseline: -0.2%

Memory: ✅ 34.603MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.9%

✅ update-name

Time: ✅ 40.260ms (SLO: <45.150ms 📉 -10.8%) vs baseline: ~same

Memory: ✅ 44.275MB (SLO: <47.000MB -5.8%) vs baseline: +5.0%

🟡 span - 26/26

✅ add-event

Time: ✅ 20.620ms (SLO: <22.500ms -8.4%) vs baseline: -0.9%

Memory: ✅ 50.240MB (SLO: <53.000MB -5.2%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 91.071ms (SLO: <93.500ms -2.6%) vs baseline: -0.5%

Memory: ✅ 660.955MB (SLO: <961.000MB 📉 -31.2%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 147.689ms (SLO: <155.000ms -4.7%) vs baseline: -0.4%

Memory: ✅ 660.768MB (SLO: <962.500MB 📉 -31.3%) vs baseline: +4.7%

✅ get-context

Time: ✅ 19.286ms (SLO: <20.500ms -5.9%) vs baseline: -0.3%

Memory: ✅ 49.164MB (SLO: <53.000MB -7.2%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 19.556ms (SLO: <20.500ms -4.6%) vs baseline: -0.4%

Memory: ✅ 49.085MB (SLO: <53.000MB -7.4%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 38.354ms (SLO: <40.000ms -4.1%) vs baseline: +0.2%

Memory: ✅ 42.736MB (SLO: <53.000MB 📉 -19.4%) vs baseline: +4.9%

✅ set-status

Time: ✅ 21.222ms (SLO: <22.000ms -3.5%) vs baseline: -0.1%

Memory: ✅ 49.060MB (SLO: <53.000MB -7.4%) vs baseline: +4.5%

✅ start

Time: ✅ 19.309ms (SLO: <20.500ms -5.8%) vs baseline: -0.1%

Memory: ✅ 49.029MB (SLO: <53.000MB -7.5%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 51.640ms (SLO: <52.500ms 🟡 -1.6%) vs baseline: +0.9%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 52.872ms (SLO: <54.500ms -3.0%) vs baseline: +0.3%

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

✅ start-finish-traceid128

Time: ✅ 54.940ms (SLO: <57.000ms -3.6%) vs baseline: +0.3%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ start-traceid128

Time: ✅ 19.801ms (SLO: <22.500ms 📉 -12.0%) vs baseline: +0.6%

Memory: ✅ 49.041MB (SLO: <53.000MB -7.5%) vs baseline: +4.9%

✅ update-name

Time: ✅ 20.200ms (SLO: <22.000ms -8.2%) vs baseline: +0.4%

Memory: ✅ 49.754MB (SLO: <53.000MB -6.1%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.241µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.3%

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

✅ context_with_data_no_listeners

Time: ✅ 3.297µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.1%

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

✅ set_item

Time: ✅ 23.987µs (SLO: <30.000µs 📉 -20.0%) vs baseline: -0.5%

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

✅ All Tests Passing (18 suites)
✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.080ms (SLO: <2.300ms -9.6%) vs baseline: ~same

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.083ms (SLO: <2.250ms -7.4%) vs baseline: +0.3%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.081ms (SLO: <2.300ms -9.5%) vs baseline: ~same

Memory: ✅ 52.160MB (SLO: <53.500MB -2.5%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.917ms (SLO: <4.200ms -6.7%) vs baseline: -0.4%

Memory: ✅ 62.226MB (SLO: <66.000MB -5.7%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.443ms (SLO: <2.800ms 📉 -12.8%) vs baseline: +0.6%

Memory: ✅ 58.707MB (SLO: <60.000MB -2.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.071ms (SLO: <2.250ms -8.0%) vs baseline: -0.4%

Memory: ✅ 52.219MB (SLO: <54.500MB -4.2%) vs baseline: +4.8%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.147µs (SLO: <100.000µs 📉 -17.9%) vs baseline: +1.1%

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

✅ b3_headers

Time: ✅ 14.328µs (SLO: <20.000µs 📉 -28.4%) vs baseline: -0.3%

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

✅ b3_single_headers

Time: ✅ 13.342µs (SLO: <20.000µs 📉 -33.3%) vs baseline: ~same

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.800µs (SLO: <80.000µs 📉 -20.3%) vs baseline: +0.6%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.960µs (SLO: <80.000µs 📉 -17.6%) vs baseline: ~same

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

✅ empty_headers

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.8%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.744µs (SLO: <30.000µs 📉 -24.2%) vs baseline: +0.4%

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

✅ invalid_priority_header

Time: ✅ 6.506µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.3%

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

✅ invalid_span_id_header

Time: ✅ 6.536µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.2%

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

✅ invalid_tags_header

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

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

✅ invalid_trace_id_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ large_header_no_matches

Time: ✅ 27.721µs (SLO: <30.000µs -7.6%) vs baseline: ~same

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

✅ large_valid_headers_all

Time: ✅ 28.640µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.2%

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

✅ medium_header_no_matches

Time: ✅ 9.869µs (SLO: <20.000µs 📉 -50.7%) vs baseline: +0.3%

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

✅ medium_valid_headers_all

Time: ✅ 11.301µs (SLO: <20.000µs 📉 -43.5%) vs baseline: +0.5%

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

✅ none_propagation_style

Time: ✅ 1.705µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +1.1%

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

✅ tracecontext_headers

Time: ✅ 34.432µs (SLO: <40.000µs 📉 -13.9%) vs baseline: +0.2%

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

✅ valid_headers_all

Time: ✅ 6.487µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.2%

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

✅ valid_headers_basic

Time: ✅ 6.116µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.3%

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

✅ wsgi_empty_headers

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.4%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.6%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.8%

✅ wsgi_invalid_tags_header

Time: ✅ 6.521µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -1.3%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.607µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.3%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.655µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.4%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.876µs (SLO: <40.000µs 📉 -25.3%) vs baseline: ~same

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.4%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.156µs (SLO: <20.000µs 📉 -49.2%) vs baseline: +0.6%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.564µs (SLO: <20.000µs 📉 -42.2%) vs baseline: +0.5%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.1%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.153µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.2%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.664µs (SLO: <30.000µs 📉 -27.8%) vs baseline: +0.2%

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

✅ with_all

Time: ✅ 29.946µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +3.4%

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

✅ with_dd_origin

Time: ✅ 25.427µs (SLO: <30.000µs 📉 -15.2%) vs baseline: -0.2%

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

✅ with_priority_and_origin

Time: ✅ 25.732µs (SLO: <40.000µs 📉 -35.7%) vs baseline: +3.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ with_sampling_priority

Time: ✅ 22.579µs (SLO: <30.000µs 📉 -24.7%) vs baseline: +4.2%

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

✅ with_tags

Time: ✅ 27.155µs (SLO: <40.000µs 📉 -32.1%) vs baseline: +0.5%

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

✅ with_tags_invalid

Time: ✅ 28.364µs (SLO: <40.000µs 📉 -29.1%) vs baseline: -0.4%

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

✅ with_tags_max_size

Time: ✅ 27.466µs (SLO: <40.000µs 📉 -31.3%) vs baseline: -0.1%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.913µs (SLO: <40.000µs 📉 -20.2%) vs baseline: +0.5%

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

✅ re_expand_noaspect

Time: ✅ 28.734µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.7%

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

✅ re_findall_aspect

Time: ✅ 2.899µs (SLO: <10.000µs 📉 -71.0%) vs baseline: -0.6%

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

✅ re_findall_noaspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.1%

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

✅ re_finditer_aspect

Time: ✅ 4.414µs (SLO: <10.000µs 📉 -55.9%) vs baseline: ~same

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

✅ re_finditer_noaspect

Time: ✅ 1.410µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.5%

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

✅ re_fullmatch_aspect

Time: ✅ 2.667µs (SLO: <10.000µs 📉 -73.3%) vs baseline: -1.0%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.280µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -2.3%

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

✅ re_group_aspect

Time: ✅ 2.945µs (SLO: <10.000µs 📉 -70.6%) vs baseline: -0.7%

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

✅ re_group_noaspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.9%

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

✅ re_groups_aspect

Time: ✅ 3.079µs (SLO: <10.000µs 📉 -69.2%) vs baseline: -1.5%

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

✅ re_groups_noaspect

Time: ✅ 1.692µs (SLO: <10.000µs 📉 -83.1%) vs baseline: +0.4%

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

✅ re_match_aspect

Time: ✅ 2.690µs (SLO: <10.000µs 📉 -73.1%) vs baseline: -0.9%

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

✅ re_match_noaspect

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.8%

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

✅ re_search_aspect

Time: ✅ 2.572µs (SLO: <10.000µs 📉 -74.3%) vs baseline: -0.3%

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

✅ re_search_noaspect

Time: ✅ 1.195µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.2%

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

✅ re_sub_aspect

Time: ✅ 3.397µs (SLO: <10.000µs 📉 -66.0%) vs baseline: ~same

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

✅ re_sub_noaspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: ~same

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

✅ re_subn_aspect

Time: ✅ 3.674µs (SLO: <10.000µs 📉 -63.3%) vs baseline: ~same

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

✅ re_subn_noaspect

Time: ✅ 1.647µs (SLO: <10.000µs 📉 -83.5%) vs baseline: +3.5%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.412µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +2.9%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

✅ add_inplace_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.7%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +3.8%

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.9%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ bytearray_aspect

Time: ✅ 1.349µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.2%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ bytearray_extend_aspect

Time: ✅ 1.508µs (SLO: <10.000µs 📉 -84.9%) vs baseline: -0.3%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.613µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.4%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ bytes_aspect

Time: ✅ 1.295µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +1.0%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ bytes_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.6%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.0%

✅ bytesio_aspect

Time: ✅ 1.367µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.3%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.2%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.2%

✅ capitalize_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ capitalize_noaspect

Time: ✅ 0.433µs (SLO: <10.000µs 📉 -95.7%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ casefold_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ casefold_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.0%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.3%

✅ decode_aspect

Time: ✅ 0.725µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.5%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ decode_noaspect

Time: ✅ 0.425µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.0%

Memory: ✅ 37.867MB (SLO: <39.000MB -2.9%) vs baseline: +4.1%

✅ encode_aspect

Time: ✅ 0.709µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.5%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.4%

Memory: ✅ 37.926MB (SLO: <39.000MB -2.8%) vs baseline: +4.5%

✅ format_aspect

Time: ✅ 3.384µs (SLO: <10.000µs 📉 -66.2%) vs baseline: +0.3%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ format_map_aspect

Time: ✅ 3.631µs (SLO: <10.000µs 📉 -63.7%) vs baseline: +0.7%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ format_map_noaspect

Time: ✅ 0.778µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +1.0%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ format_noaspect

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.3%

Memory: ✅ 37.945MB (SLO: <39.000MB -2.7%) vs baseline: +4.5%

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.7%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ index_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.7%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ join_aspect

Time: ✅ 1.352µs (SLO: <10.000µs 📉 -86.5%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ join_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.1%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ ljust_aspect

Time: ✅ 2.562µs (SLO: <20.000µs 📉 -87.2%) vs baseline: ~same

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.4%

✅ lower_aspect

Time: ✅ 2.175µs (SLO: <10.000µs 📉 -78.2%) vs baseline: -0.6%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ lower_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.9%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ lstrip_aspect

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.9%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.5%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.0%

✅ modulo_aspect

Time: ✅ 1.000µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +0.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.6%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +4.1%

✅ modulo_aspect_for_bytes

Time: ✅ 0.980µs (SLO: <10.000µs 📉 -90.2%) vs baseline: ~same

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.1%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.238µs (SLO: <10.000µs 📉 -87.6%) vs baseline: -0.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ modulo_noaspect

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

Memory: ✅ 37.847MB (SLO: <39.000MB -3.0%) vs baseline: +4.3%

✅ replace_aspect

Time: ✅ 4.835µs (SLO: <10.000µs 📉 -51.6%) vs baseline: +0.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ replace_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -1.2%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ repr_aspect

Time: ✅ 0.908µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.9%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ rstrip_aspect

Time: ✅ 1.935µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.7%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 37.926MB (SLO: <39.000MB -2.8%) vs baseline: +4.5%

✅ slice_aspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: ~same

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ slice_noaspect

Time: ✅ 0.448µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.1%

Memory: ✅ 37.945MB (SLO: <39.000MB -2.7%) vs baseline: +4.4%

✅ stringio_aspect

Time: ✅ 1.567µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +0.3%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ stringio_noaspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.7%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +3.9%

✅ strip_aspect

Time: ✅ 2.199µs (SLO: <20.000µs 📉 -89.0%) vs baseline: -0.6%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ strip_noaspect

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: ~same

Memory: ✅ 37.847MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ swapcase_aspect

Time: ✅ 2.400µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.4%

Memory: ✅ 37.886MB (SLO: <39.000MB -2.9%) vs baseline: +4.3%

✅ swapcase_noaspect

Time: ✅ 0.532µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -1.6%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +4.0%

✅ title_aspect

Time: ✅ 2.330µs (SLO: <10.000µs 📉 -76.7%) vs baseline: -0.2%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.3%

Memory: ✅ 37.906MB (SLO: <39.000MB -2.8%) vs baseline: +4.4%

✅ translate_aspect

Time: ✅ 3.222µs (SLO: <10.000µs 📉 -67.8%) vs baseline: +0.2%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ translate_noaspect

Time: ✅ 1.049µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.6%

✅ upper_aspect

Time: ✅ 2.199µs (SLO: <10.000µs 📉 -78.0%) vs baseline: ~same

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.3%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.147µs (SLO: <10.000µs 📉 -58.5%) vs baseline: -0.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.4%

✅ ospathbasename_noaspect

Time: ✅ 1.087µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.3%

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

✅ ospathjoin_aspect

Time: ✅ 6.058µs (SLO: <10.000µs 📉 -39.4%) vs baseline: ~same

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

✅ ospathjoin_noaspect

Time: ✅ 2.280µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -0.8%

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

✅ ospathnormcase_aspect

Time: ✅ 3.448µs (SLO: <10.000µs 📉 -65.5%) vs baseline: -1.4%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

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

✅ ospathsplit_aspect

Time: ✅ 4.717µs (SLO: <10.000µs 📉 -52.8%) vs baseline: -0.5%

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

✅ ospathsplit_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.615µs (SLO: <10.000µs 📉 -63.9%) vs baseline: -1.1%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.707µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.6%

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

✅ ospathsplitext_aspect

Time: ✅ 4.497µs (SLO: <10.000µs 📉 -55.0%) vs baseline: -0.5%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.390µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.9%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.387µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.0%

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

✅ rsplit_noaspect

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.4%

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

✅ split_aspect

Time: ✅ 1.383µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.6%

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

✅ split_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 1.387µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +1.0%

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

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.1%

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

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.298µs (SLO: <60.000µs 📉 -17.8%) vs baseline: -0.8%

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

✅ propagation_enabled

Time: ✅ 173.224µs (SLO: <190.000µs -8.8%) vs baseline: +0.6%

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

✅ propagation_enabled_100

Time: ✅ 1.891ms (SLO: <2.300ms 📉 -17.8%) vs baseline: -0.2%

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

✅ propagation_enabled_1000

Time: ✅ 32.431ms (SLO: <34.550ms -6.1%) vs baseline: +0.3%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.355ms (SLO: <42.000ms -3.9%) vs baseline: -0.7%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.8%

✅ add-link

Time: ✅ 36.146ms (SLO: <38.550ms -6.2%) vs baseline: -0.7%

Memory: ✅ 34.898MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 219.112ms (SLO: <232.000ms -5.6%) vs baseline: +0.4%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +3.7%

✅ add-tags

Time: ✅ 212.835ms (SLO: <221.600ms -4.0%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +5.0%

✅ get-context

Time: ✅ 29.067ms (SLO: <31.300ms -7.1%) vs baseline: -1.0%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 29.250ms (SLO: <31.000ms -5.6%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.4%

✅ record-exception

Time: ✅ 63.148ms (SLO: <65.850ms -4.1%) vs baseline: ~same

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.8%

✅ set-status

Time: ✅ 31.909ms (SLO: <34.150ms -6.6%) vs baseline: -0.3%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.3%

✅ start

Time: ✅ 28.864ms (SLO: <30.150ms -4.3%) vs baseline: -0.5%

Memory: ✅ 34.957MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 34.314ms (SLO: <35.350ms -2.9%) vs baseline: +0.8%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 33.929ms (SLO: <35.450ms -4.3%) vs baseline: -0.3%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ update-name

Time: ✅ 31.148ms (SLO: <33.400ms -6.7%) vs baseline: -0.2%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.6%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.920ms (SLO: <354.300ms -3.2%) vs baseline: -0.2%

Memory: ✅ 38.474MB (SLO: <40.000MB -3.8%) vs baseline: +4.3%

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.9%

Memory: ✅ 37.672MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 156.156µs (SLO: <170.000µs -8.1%) vs baseline: +0.4%

Memory: ✅ 37.116MB (SLO: <38.500MB -3.6%) vs baseline: +4.9%

✅ import_many_cached

Time: ✅ 121.100µs (SLO: <130.000µs -6.8%) vs baseline: +0.3%

Memory: ✅ 37.082MB (SLO: <38.500MB -3.7%) vs baseline: +5.1%

✅ import_many_stdlib

Time: ✅ 1.642ms (SLO: <1.750ms -6.2%) vs baseline: -0.1%

Memory: ✅ 37.093MB (SLO: <38.500MB -3.7%) vs baseline: +3.9%

✅ import_many_stdlib_cached

Time: ✅ 0.985ms (SLO: <1.100ms 📉 -10.4%) vs baseline: +0.4%

Memory: ✅ 37.292MB (SLO: <38.500MB -3.1%) vs baseline: +5.5%

✅ import_many_unknown

Time: ✅ 843.725µs (SLO: <890.000µs -5.2%) vs baseline: +1.6%

Memory: ✅ 37.245MB (SLO: <38.500MB -3.3%) vs baseline: +5.3%

✅ import_many_unknown_cached

Time: ✅ 789.857µs (SLO: <870.000µs -9.2%) vs baseline: +0.4%

Memory: ✅ 37.273MB (SLO: <38.500MB -3.2%) vs baseline: +4.8%

✅ import_one

Time: ✅ 19.993µs (SLO: <30.000µs 📉 -33.4%) vs baseline: ~same

Memory: ✅ 37.052MB (SLO: <39.000MB -5.0%) vs baseline: +4.8%

✅ import_one_cache

Time: ✅ 6.289µs (SLO: <10.000µs 📉 -37.1%) vs baseline: -0.3%

Memory: ✅ 37.036MB (SLO: <38.500MB -3.8%) vs baseline: +4.5%

✅ import_one_stdlib

Time: ✅ 18.782µs (SLO: <20.000µs -6.1%) vs baseline: -0.2%

Memory: ✅ 37.115MB (SLO: <38.500MB -3.6%) vs baseline: +4.5%

✅ import_one_stdlib_cache

Time: ✅ 6.252µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.5%

Memory: ✅ 36.890MB (SLO: <38.500MB -4.2%) vs baseline: +4.3%

✅ import_one_unknown

Time: ✅ 45.534µs (SLO: <50.000µs -8.9%) vs baseline: -0.5%

Memory: ✅ 37.026MB (SLO: <38.500MB -3.8%) vs baseline: +4.8%

✅ import_one_unknown_cache

Time: ✅ 6.324µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.5%

Memory: ✅ 36.954MB (SLO: <38.500MB -4.0%) vs baseline: +4.3%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.385µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.4%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.6%

✅ high_rate_limit

Time: ✅ 2.411µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +1.4%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +5.2%

✅ long_window

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.4%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.347µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.6%

Memory: ✅ 31.713MB (SLO: <34.000MB -6.7%) vs baseline: +4.9%

✅ no_rate_limit

Time: ✅ 0.833µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.5%

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

✅ short_window

Time: ✅ 2.492µs (SLO: <10.000µs 📉 -75.1%) vs baseline: ~same

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

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.566ms (SLO: <320.950ms -3.5%) vs baseline: +0.1%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +5.1%

✅ deep-profiled

Time: ✅ 327.091ms (SLO: <359.150ms -8.9%) vs baseline: +0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.4%

✅ medium

Time: ✅ 7.058ms (SLO: <7.400ms -4.6%) vs baseline: +0.2%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +4.8%

✅ shallow

Time: ✅ 0.955ms (SLO: <1.050ms -9.1%) vs baseline: +0.2%

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

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.880µs (SLO: <290.000µs 📉 -48.7%) vs baseline: +0.6%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.2%

✅ high_match

Time: ✅ 193.932µs (SLO: <480.000µs 📉 -59.6%) vs baseline: -1.2%

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

✅ low_match

Time: ✅ 99.643µs (SLO: <120.000µs 📉 -17.0%) vs baseline: ~same

Memory: ✅ 632.559MB (SLO: <700.000MB -9.6%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.910ms (SLO: <8.500ms 📉 -65.8%) vs baseline: +0.2%

Memory: ✅ 70.215MB (SLO: <75.000MB -6.4%) vs baseline: +4.8%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.511µs (SLO: <20.000µs 📉 -47.4%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 40.229µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +0.2%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.6%

✅ collectipvariant_exists

Time: ✅ 41.081µs (SLO: <50.000µs 📉 -17.8%) vs baseline: +0.8%

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

✅ no-collectipvariant

Time: ✅ 40.047µs (SLO: <50.000µs 📉 -19.9%) vs baseline: ~same

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

✅ no-useragentvariant

Time: ✅ 38.650µs (SLO: <50.000µs 📉 -22.7%) vs baseline: -0.6%

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

✅ obfuscation-no-query

Time: ✅ 40.859µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.8%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.846µs (SLO: <90.000µs 📉 -15.7%) vs baseline: +0.1%

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

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.340µs (SLO: <90.000µs 📉 -15.2%) vs baseline: ~same

Memory: ✅ 32.932MB (SLO: <34.000MB -3.1%) vs baseline: +4.8%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.384µs (SLO: <170.000µs -9.2%) vs baseline: ~same

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

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.747µs (SLO: <160.000µs -7.0%) vs baseline: -0.1%

Memory: ✅ 33.030MB (SLO: <34.500MB -4.3%) vs baseline: +5.2%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.846µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.332µs (SLO: <50.000µs 📉 -21.3%) vs baseline: -0.3%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.5%

✅ useragentvariant_exists_2

Time: ✅ 40.490µs (SLO: <50.000µs 📉 -19.0%) vs baseline: -0.4%

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

✅ useragentvariant_exists_3

Time: ✅ 40.151µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.2%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.464µs (SLO: <50.000µs 📉 -21.1%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 40.131µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +1.7%

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

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.208µs (SLO: <20.000µs 📉 -84.0%) vs baseline: +2.5%

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

✅ 1-count-metrics-100-times

Time: ✅ 212.496µs (SLO: <250.000µs 📉 -15.0%) vs baseline: -0.8%

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

✅ 1-distribution-metric-1-times

Time: ✅ 2.913µs (SLO: <20.000µs 📉 -85.4%) vs baseline: -0.9%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 189.921µs (SLO: <220.000µs 📉 -13.7%) vs baseline: -0.4%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.2%

✅ 1-gauge-metric-1-times

Time: ✅ 2.061µs (SLO: <20.000µs 📉 -89.7%) vs baseline: -0.8%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 1-gauge-metrics-100-times

Time: ✅ 124.466µs (SLO: <150.000µs 📉 -17.0%) vs baseline: -0.2%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ 1-rate-metric-1-times

Time: ✅ 3.216µs (SLO: <20.000µs 📉 -83.9%) vs baseline: +2.0%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.8%

✅ 1-rate-metrics-100-times

Time: ✅ 212.282µs (SLO: <250.000µs 📉 -15.1%) vs baseline: +0.3%

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

✅ 100-count-metrics-100-times

Time: ✅ 21.212ms (SLO: <23.500ms -9.7%) vs baseline: -0.8%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 100-distribution-metrics-100-times

Time: ✅ 1.965ms (SLO: <2.250ms 📉 -12.7%) vs baseline: ~same

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.284ms (SLO: <1.550ms 📉 -17.2%) vs baseline: -1.0%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.209ms (SLO: <2.550ms 📉 -13.4%) vs baseline: +0.7%

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

✅ flush-1-metric

Time: ✅ 4.189µs (SLO: <20.000µs 📉 -79.1%) vs baseline: +1.8%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ flush-100-metrics

Time: ✅ 181.009µs (SLO: <250.000µs 📉 -27.6%) vs baseline: -0.1%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.216ms (SLO: <2.500ms 📉 -11.4%) vs baseline: +0.9%

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.9%

✅ tracer - 6/6

✅ large

Time: ✅ 30.232ms (SLO: <32.950ms -8.2%) vs baseline: +0.7%

Memory: ✅ 33.266MB (SLO: <34.500MB -3.6%) vs baseline: +4.7%

✅ medium

Time: ✅ 2.969ms (SLO: <3.200ms -7.2%) vs baseline: +0.2%

Memory: ✅ 31.693MB (SLO: <34.000MB -6.8%) vs baseline: +3.6%

✅ small

Time: ✅ 337.005µs (SLO: <370.000µs -8.9%) vs baseline: +0.4%

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

ℹ️ Scenarios Missing SLO Configuration (9 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

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