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Merged
merged 17 commits into from
Nov 21, 2025
Merged

ci: run benchmark configs in parallel #15364

merged 17 commits into from
Nov 21, 2025

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@brettlangdon brettlangdon commented Nov 20, 2025 •
edited by emmettbutler
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This change parallelizes the microbenchmark jobs to make more efficient use of CI time and compute resources

@brettlangdon brettlangdon added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 20, 2025
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github-actions bot commented Nov 20, 2025 •
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CODEOWNERS have been resolved as:

.gitlab/benchmarks/steps/combine-results.sh                             @DataDog/python-guild @DataDog/apm-core-python
.gitlab/benchmarks/bp-runner.microbenchmarks.fail-on-breach.yml         @DataDog/python-guild @DataDog/apm-core-python
.gitlab/benchmarks/microbenchmarks.yml                                  @DataDog/python-guild @DataDog/apm-core-python
benchmarks/base/run.py                                                  @DataDog/apm-core-python
ddtrace/contrib/internal/trace_utils_base.py                            @DataDog/apm-core-python @DataDog/apm-idm-python

@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch from 1e08371 to 4d25fad Compare November 20, 2025 16:35
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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: 254 ± 7 ms.

The average import time from base is: 259 ± 3 ms.

The import time difference between this PR and base is: -5.3 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 6.513 ms (2.57%)
ddtrace.bootstrap.sitecustomize 3.820 ms (1.51%)
ddtrace.bootstrap.preload 3.820 ms (1.51%)
ddtrace.internal.settings.dynamic_instrumentation 0.683 ms (0.27%)
ddtrace.internal.remoteconfig.worker 0.655 ms (0.26%)
ddtrace.internal.remoteconfig.client 0.580 ms (0.23%)
ddtrace 2.693 ms (1.06%)
ddtrace.trace 0.675 ms (0.27%)
ddtrace._logger 0.664 ms (0.26%)
ddtrace.internal.telemetry 0.664 ms (0.26%)
ddtrace.internal.telemetry.writer 0.664 ms (0.26%)
ddtrace.internal.utils.version 0.664 ms (0.26%)
ddtrace.internal._unpatched 0.030 ms (0.01%)
json 0.030 ms (0.01%)
json.decoder 0.030 ms (0.01%)
re 0.030 ms (0.01%)
enum 0.030 ms (0.01%)
types 0.030 ms (0.01%)

@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch 5 times, most recently from e85a967 to 2ef221a Compare November 20, 2025 18:39
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Performance SLOs

Comparing candidate APMLP-701/parallelize.benchmarks (1b46e93) with baseline main (09f2961)

📈 Performance Regressions (2 suites)
📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.188µs (SLO: <10.000µs 📉 -48.1%) vs baseline: 📈 +20.9%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ ospathbasename_noaspect

Time: ✅ 1.079µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.5%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ ospathjoin_aspect

Time: ✅ 6.238µs (SLO: <10.000µs 📉 -37.6%) vs baseline: +2.2%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ ospathjoin_noaspect

Time: ✅ 2.289µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ ospathnormcase_aspect

Time: ✅ 3.551µs (SLO: <10.000µs 📉 -64.5%) vs baseline: +0.3%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 0.563µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -1.3%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 4.882µs (SLO: <10.000µs 📉 -51.2%) vs baseline: -0.2%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ ospathsplit_noaspect

Time: ✅ 1.590µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.1%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ ospathsplitdrive_aspect

Time: ✅ 3.704µs (SLO: <10.000µs 📉 -63.0%) vs baseline: +0.1%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.1%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.694µs (SLO: <10.000µs 📉 -93.1%) vs baseline: -0.7%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ ospathsplitext_aspect

Time: ✅ 4.644µs (SLO: <10.000µs 📉 -53.6%) vs baseline: +2.0%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 1.377µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.1%

Memory: ✅ 40.442MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.3%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.461µs (SLO: <20.000µs 📉 -82.7%) vs baseline: 📈 +15.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.1%

✅ 1-count-metrics-100-times

Time: ✅ 199.347µs (SLO: <220.000µs -9.4%) vs baseline: -0.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.3%

✅ 1-distribution-metric-1-times

Time: ✅ 3.317µs (SLO: <20.000µs 📉 -83.4%) vs baseline: -0.3%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.3%

✅ 1-distribution-metrics-100-times

Time: ✅ 215.436µs (SLO: <230.000µs -6.3%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.0%

✅ 1-gauge-metric-1-times

Time: ✅ 2.253µs (SLO: <20.000µs 📉 -88.7%) vs baseline: -1.3%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 137.147µs (SLO: <150.000µs -8.6%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.1%

✅ 1-rate-metric-1-times

Time: ✅ 3.108µs (SLO: <20.000µs 📉 -84.5%) vs baseline: -0.7%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ 1-rate-metrics-100-times

Time: ✅ 214.520µs (SLO: <250.000µs 📉 -14.2%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ 100-count-metrics-100-times

Time: ✅ 20.413ms (SLO: <22.000ms -7.2%) vs baseline: +0.5%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +4.8%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.249ms (SLO: <2.300ms -2.2%) vs baseline: -0.1%

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.3%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.409ms (SLO: <1.550ms -9.1%) vs baseline: -0.1%

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.226ms (SLO: <2.550ms 📉 -12.7%) vs baseline: +0.6%

Memory: ✅ 35.330MB (SLO: <35.500MB 🟡 -0.5%) vs baseline: +5.0%

✅ flush-1-metric

Time: ✅ 4.395µs (SLO: <20.000µs 📉 -78.0%) vs baseline: -0.7%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 173.304µs (SLO: <250.000µs 📉 -30.7%) vs baseline: +0.2%

Memory: ✅ 35.311MB (SLO: <35.500MB 🟡 -0.5%) vs baseline: +4.8%

✅ flush-1000-metrics

Time: ✅ 2.182ms (SLO: <2.500ms 📉 -12.7%) vs baseline: -0.3%

Memory: ✅ 36.156MB (SLO: <36.500MB 🟡 -0.9%) vs baseline: +5.0%

🟡 Near SLO Breach (18 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.282µs (SLO: <20.000µs 📉 -33.6%) vs baseline: -0.2%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.4%

✅ context_with_data_no_listeners

Time: ✅ 3.286µs (SLO: <10.000µs 📉 -67.1%) vs baseline: -0.5%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ get_item_exists

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.3%

✅ get_item_missing

Time: ✅ 0.638µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ set_item

Time: ✅ 24.011µs (SLO: <30.000µs 📉 -20.0%) vs baseline: -0.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.625ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.2%

Memory: ✅ 68.262MB (SLO: <70.500MB -3.2%) vs baseline: +4.7%

✅ exception-replay-enabled

Time: ✅ 1.362ms (SLO: <1.450ms -6.1%) vs baseline: -0.5%

Memory: ✅ 66.371MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.648ms (SLO: <22.250ms 📉 -11.7%) vs baseline: +0.2%

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +4.7%

✅ profiler

Time: ✅ 15.776ms (SLO: <16.550ms -4.7%) vs baseline: ~same

Memory: ✅ 56.234MB (SLO: <57.500MB -2.2%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 19.556ms (SLO: <21.750ms 📉 -10.1%) vs baseline: +0.4%

Memory: ✅ 68.184MB (SLO: <70.500MB -3.3%) vs baseline: +4.6%

✅ span-code-origin

Time: ✅ 23.671ms (SLO: <28.200ms 📉 -16.1%) vs baseline: +1.7%

Memory: ✅ 70.092MB (SLO: <71.000MB 🟡 -1.3%) vs baseline: +4.4%

✅ tracer

Time: ✅ 19.614ms (SLO: <21.750ms -9.8%) vs baseline: +0.2%

Memory: ✅ 68.085MB (SLO: <70.000MB -2.7%) vs baseline: +4.6%

✅ tracer-and-profiler

Time: ✅ 21.881ms (SLO: <23.500ms -6.9%) vs baseline: ~same

Memory: ✅ 69.521MB (SLO: <71.000MB -2.1%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.571ms (SLO: <21.500ms -9.0%) vs baseline: -0.5%

Memory: ✅ 68.282MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.853ms (SLO: <17.500ms -3.7%) vs baseline: +0.3%

Memory: ✅ 67.948MB (SLO: <70.000MB -2.9%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.465ms (SLO: <21.750ms 📉 -10.5%) vs baseline: -0.1%

Memory: ✅ 68.007MB (SLO: <72.500MB -6.2%) vs baseline: +4.3%

✅ tracer-no-caches

Time: ✅ 17.691ms (SLO: <19.650ms -10.0%) vs baseline: +0.1%

Memory: ✅ 67.928MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 19.077ms (SLO: <20.100ms -5.1%) vs baseline: ~same

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.330ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.4%

Memory: ✅ 67.908MB (SLO: <70.000MB -3.0%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 19.644ms (SLO: <22.000ms 📉 -10.7%) vs baseline: +1.7%

Memory: ✅ 67.920MB (SLO: <70.500MB -3.7%) vs baseline: +4.6%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.335ms (SLO: <19.850ms 📉 -17.7%) vs baseline: +0.3%

Memory: ✅ 69.864MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 16.297ms (SLO: <19.400ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.763MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.334ms (SLO: <19.450ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.812MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.070ms (SLO: <2.300ms 📉 -10.0%) vs baseline: ~same

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 2.078ms (SLO: <2.250ms -7.6%) vs baseline: +0.3%

Memory: ✅ 55.719MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +5.3%

✅ tracer-enabled

Time: ✅ 2.062ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 55.443MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.379ms (SLO: <4.750ms 📉 -28.9%) vs baseline: -0.2%

Memory: ✅ 55.639MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: ~same

Memory: ✅ 55.933MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +5.0%

✅ appsec-telemetry

Time: ✅ 3.412ms (SLO: <4.750ms 📉 -28.2%) vs baseline: +1.0%

Memory: ✅ 55.677MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.2%

Memory: ✅ 47.793MB (SLO: <49.500MB -3.4%) vs baseline: +4.7%

✅ iast-get

Time: ✅ 1.857ms (SLO: <2.000ms -7.1%) vs baseline: -0.2%

Memory: ✅ 44.843MB (SLO: <49.000MB -8.5%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.932ms (SLO: <2.100ms -8.0%) vs baseline: ~same

Memory: ✅ 48.874MB (SLO: <50.000MB -2.3%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: +0.2%

Memory: ✅ 55.617MB (SLO: <56.000MB 🟡 -0.7%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: ~same

Memory: ✅ 55.579MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.377ms (SLO: <3.650ms -7.5%) vs baseline: +0.1%

Memory: ✅ 55.502MB (SLO: <60.000MB -7.5%) vs baseline: +4.7%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.060ms (SLO: <4.200ms 📉 -50.9%) vs baseline: ~same

Memory: ✅ 55.463MB (SLO: <66.000MB 📉 -16.0%) vs baseline: +4.6%

✅ iast-enabled

Time: ✅ 2.067ms (SLO: <2.800ms 📉 -26.2%) vs baseline: +0.1%

Memory: ✅ 55.502MB (SLO: <62.500MB 📉 -11.2%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.056ms (SLO: <2.250ms -8.6%) vs baseline: +0.1%

Memory: ✅ 55.463MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.7%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.081µs (SLO: <100.000µs 📉 -18.9%) vs baseline: -0.1%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ b3_headers

Time: ✅ 14.149µs (SLO: <20.000µs 📉 -29.3%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ b3_single_headers

Time: ✅ 13.264µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.606µs (SLO: <80.000µs 📉 -20.5%) vs baseline: -0.3%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.087µs (SLO: <80.000µs 📉 -17.4%) vs baseline: +0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.6%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ full_t_id_datadog_headers

Time: ✅ 22.441µs (SLO: <30.000µs 📉 -25.2%) vs baseline: -0.5%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ invalid_priority_header

Time: ✅ 6.544µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 6.539µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.2%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ invalid_tags_header

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.9%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ invalid_trace_id_header

Time: ✅ 6.566µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.2%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ large_header_no_matches

Time: ✅ 27.703µs (SLO: <30.000µs -7.7%) vs baseline: +0.3%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ large_valid_headers_all

Time: ✅ 28.778µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.824µs (SLO: <20.000µs 📉 -50.9%) vs baseline: -0.6%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ medium_valid_headers_all

Time: ✅ 11.305µs (SLO: <20.000µs 📉 -43.5%) vs baseline: +0.3%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.4%

✅ none_propagation_style

Time: ✅ 1.737µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +2.0%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ tracecontext_headers

Time: ✅ 34.607µs (SLO: <40.000µs 📉 -13.5%) vs baseline: -1.2%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.5%

✅ valid_headers_all

Time: ✅ 6.524µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.8%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ valid_headers_basic

Time: ✅ 6.128µs (SLO: <10.000µs 📉 -38.7%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ wsgi_empty_headers

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.1%

✅ wsgi_invalid_priority_header

Time: ✅ 6.606µs (SLO: <10.000µs 📉 -33.9%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.1%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.5%

✅ wsgi_invalid_tags_header

Time: ✅ 6.591µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.3%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ wsgi_large_header_no_matches

Time: ✅ 28.861µs (SLO: <40.000µs 📉 -27.8%) vs baseline: +0.2%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.1%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.842µs (SLO: <40.000µs 📉 -25.4%) vs baseline: ~same

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.123µs (SLO: <20.000µs 📉 -49.4%) vs baseline: -0.7%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.574µs (SLO: <20.000µs 📉 -42.1%) vs baseline: ~same

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ wsgi_valid_headers_all

Time: ✅ 6.579µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.7%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ wsgi_valid_headers_basic

Time: ✅ 6.132µs (SLO: <10.000µs 📉 -38.7%) vs baseline: -0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.097µs (SLO: <30.000µs 📉 -26.3%) vs baseline: +6.0%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ with_all

Time: ✅ 27.818µs (SLO: <40.000µs 📉 -30.5%) vs baseline: +0.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.3%

✅ with_dd_origin

Time: ✅ 24.686µs (SLO: <30.000µs 📉 -17.7%) vs baseline: ~same

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ with_priority_and_origin

Time: ✅ 23.920µs (SLO: <40.000µs 📉 -40.2%) vs baseline: +0.1%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ with_sampling_priority

Time: ✅ 20.839µs (SLO: <30.000µs 📉 -30.5%) vs baseline: ~same

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ with_tags

Time: ✅ 25.894µs (SLO: <40.000µs 📉 -35.3%) vs baseline: +0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ with_tags_invalid

Time: ✅ 27.148µs (SLO: <40.000µs 📉 -32.1%) vs baseline: -0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ with_tags_max_size

Time: ✅ 26.357µs (SLO: <40.000µs 📉 -34.1%) vs baseline: +0.1%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.810µs (SLO: <40.000µs 📉 -15.5%) vs baseline: +6.0%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ re_expand_noaspect

Time: ✅ 28.646µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.2%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ re_findall_aspect

Time: ✅ 2.924µs (SLO: <10.000µs 📉 -70.8%) vs baseline: ~same

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.2%

✅ re_findall_noaspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

✅ re_finditer_aspect

Time: ✅ 4.401µs (SLO: <10.000µs 📉 -56.0%) vs baseline: -1.1%

Memory: ✅ 40.442MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ re_finditer_noaspect

Time: ✅ 1.402µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.1%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ re_fullmatch_aspect

Time: ✅ 2.693µs (SLO: <10.000µs 📉 -73.1%) vs baseline: +0.5%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ re_fullmatch_noaspect

Time: ✅ 1.314µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.6%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.6%

✅ re_group_aspect

Time: ✅ 2.957µs (SLO: <10.000µs 📉 -70.4%) vs baseline: +1.1%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.617µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -1.4%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ re_groups_aspect

Time: ✅ 3.075µs (SLO: <10.000µs 📉 -69.3%) vs baseline: ~same

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_groups_noaspect

Time: ✅ 1.722µs (SLO: <10.000µs 📉 -82.8%) vs baseline: -0.4%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.6%

✅ re_match_aspect

Time: ✅ 2.712µs (SLO: <10.000µs 📉 -72.9%) vs baseline: +0.4%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ re_match_noaspect

Time: ✅ 1.316µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

✅ re_search_aspect

Time: ✅ 2.533µs (SLO: <10.000µs 📉 -74.7%) vs baseline: ~same

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.205µs (SLO: <10.000µs 📉 -87.9%) vs baseline: ~same

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.7%

✅ re_sub_aspect

Time: ✅ 3.380µs (SLO: <10.000µs 📉 -66.2%) vs baseline: +0.4%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ re_sub_noaspect

Time: ✅ 1.522µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ re_subn_aspect

Time: ✅ 3.574µs (SLO: <10.000µs 📉 -64.3%) vs baseline: -1.0%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.4%

✅ re_subn_noaspect

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

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.4%

🟡 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.9%

Memory: ✅ 40.479MB (SLO: <41.500MB -2.5%) vs baseline: +5.4%

✅ add_inplace_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.1%

Memory: ✅ 40.302MB (SLO: <41.500MB -2.9%) vs baseline: +4.2%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.2%

Memory: ✅ 40.737MB (SLO: <41.500MB 🟡 -1.8%) vs baseline: +5.6%

✅ add_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.9%

Memory: ✅ 40.560MB (SLO: <41.500MB -2.3%) vs baseline: +4.7%

✅ bytearray_aspect

Time: ✅ 1.317µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +0.5%

Memory: ✅ 40.363MB (SLO: <41.500MB -2.7%) vs baseline: +4.1%

✅ bytearray_extend_aspect

Time: ✅ 1.522µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +1.9%

Memory: ✅ 40.541MB (SLO: <41.500MB -2.3%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

Memory: ✅ 40.311MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.5%

Memory: ✅ 40.639MB (SLO: <41.500MB -2.1%) vs baseline: +5.8%

✅ bytes_aspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.6%

Memory: ✅ 40.459MB (SLO: <41.500MB -2.5%) vs baseline: +5.6%

✅ bytes_noaspect

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

Memory: ✅ 40.560MB (SLO: <41.500MB -2.3%) vs baseline: +5.5%

✅ bytesio_aspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.4%

Memory: ✅ 40.303MB (SLO: <41.500MB -2.9%) vs baseline: +4.0%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.6%

Memory: ✅ 40.776MB (SLO: <41.500MB 🟡 -1.7%) vs baseline: +6.2%

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.3%

Memory: ✅ 40.639MB (SLO: <41.500MB -2.1%) vs baseline: +5.7%

✅ capitalize_noaspect

Time: ✅ 0.438µs (SLO: <10.000µs 📉 -95.6%) vs baseline: ~same

Memory: ✅ 40.659MB (SLO: <41.500MB -2.0%) vs baseline: +5.9%

✅ casefold_aspect

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

Memory: ✅ 40.382MB (SLO: <41.500MB -2.7%) vs baseline: +3.9%

✅ casefold_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 40.737MB (SLO: <41.500MB 🟡 -1.8%) vs baseline: +5.8%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.4%

Memory: ✅ 40.343MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ decode_noaspect

Time: ✅ 0.424µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.0%

Memory: ✅ 40.580MB (SLO: <41.500MB -2.2%) vs baseline: +5.7%

✅ encode_aspect

Time: ✅ 0.706µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.6%

Memory: ✅ 40.343MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ encode_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.6%

Memory: ✅ 40.659MB (SLO: <41.500MB -2.0%) vs baseline: +5.8%

✅ format_aspect

Time: ✅ 3.324µs (SLO: <10.000µs 📉 -66.8%) vs baseline: -1.7%

Memory: ✅ 40.499MB (SLO: <41.500MB -2.4%) vs baseline: +4.5%

✅ format_map_aspect

Time: ✅ 3.513µs (SLO: <10.000µs 📉 -64.9%) vs baseline: -2.1%

Memory: ✅ 40.422MB (SLO: <41.500MB -2.6%) vs baseline: +4.4%

✅ format_map_noaspect

Time: ✅ 0.774µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -0.3%

Memory: ✅ 40.757MB (SLO: <41.500MB 🟡 -1.8%) vs baseline: +6.1%

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.0%

Memory: ✅ 40.619MB (SLO: <41.500MB -2.1%) vs baseline: +5.6%

✅ index_aspect

Time: ✅ 0.361µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.7%

Memory: ✅ 40.320MB (SLO: <41.500MB -2.8%) vs baseline: +5.0%

✅ index_noaspect

Time: ✅ 0.282µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.4%

Memory: ✅ 40.698MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +5.9%

✅ join_aspect

Time: ✅ 1.370µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.2%

Memory: ✅ 40.440MB (SLO: <41.500MB -2.6%) vs baseline: +5.2%

✅ join_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.4%

Memory: ✅ 40.560MB (SLO: <41.500MB -2.3%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.541µs (SLO: <20.000µs 📉 -87.3%) vs baseline: +2.7%

Memory: ✅ 40.639MB (SLO: <41.500MB -2.1%) vs baseline: +5.0%

✅ ljust_noaspect

Time: ✅ 0.399µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.9%

Memory: ✅ 40.619MB (SLO: <41.500MB -2.1%) vs baseline: +5.4%

✅ lower_aspect

Time: ✅ 2.176µs (SLO: <10.000µs 📉 -78.2%) vs baseline: -0.9%

Memory: ✅ 40.678MB (SLO: <41.500MB 🟡 -2.0%) vs baseline: +5.3%

✅ lower_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -2.2%

Memory: ✅ 40.698MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +5.7%

✅ lstrip_aspect

Time: ✅ 2.212µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.6%

Memory: ✅ 40.460MB (SLO: <41.500MB -2.5%) vs baseline: +4.4%

✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 40.659MB (SLO: <41.500MB -2.0%) vs baseline: +6.0%

✅ modulo_aspect

Time: ✅ 1.044µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +3.7%

Memory: ✅ 40.422MB (SLO: <41.500MB -2.6%) vs baseline: +5.3%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.4%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +4.4%

✅ modulo_aspect_for_bytes

Time: ✅ 0.994µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -2.4%

Memory: ✅ 40.639MB (SLO: <41.500MB -2.1%) vs baseline: +5.6%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.264µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +1.3%

Memory: ✅ 40.482MB (SLO: <41.500MB -2.5%) vs baseline: +4.6%

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.3%

Memory: ✅ 40.678MB (SLO: <41.500MB 🟡 -2.0%) vs baseline: +5.9%

✅ replace_aspect

Time: ✅ 4.865µs (SLO: <10.000µs 📉 -51.4%) vs baseline: +0.5%

Memory: ✅ 40.422MB (SLO: <41.500MB -2.6%) vs baseline: +4.4%

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.9%

Memory: ✅ 40.678MB (SLO: <41.500MB 🟡 -2.0%) vs baseline: +5.7%

✅ repr_aspect

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.3%

Memory: ✅ 40.379MB (SLO: <41.500MB -2.7%) vs baseline: +4.4%

✅ repr_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.9%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +4.4%

✅ rstrip_aspect

Time: ✅ 1.859µs (SLO: <20.000µs 📉 -90.7%) vs baseline: -0.8%

Memory: ✅ 40.379MB (SLO: <41.500MB -2.7%) vs baseline: +4.1%

✅ rstrip_noaspect

Time: ✅ 0.376µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.0%

Memory: ✅ 40.619MB (SLO: <41.500MB -2.1%) vs baseline: +5.6%

✅ slice_aspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.9%

Memory: ✅ 40.401MB (SLO: <41.500MB -2.6%) vs baseline: +5.2%

✅ slice_noaspect

Time: ✅ 0.447µs (SLO: <10.000µs 📉 -95.5%) vs baseline: ~same

Memory: ✅ 40.757MB (SLO: <41.500MB 🟡 -1.8%) vs baseline: +6.1%

✅ stringio_aspect

Time: ✅ 1.524µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.2%

Memory: ✅ 40.243MB (SLO: <41.500MB -3.0%) vs baseline: +3.8%

✅ stringio_noaspect

Time: ✅ 0.720µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.1%

Memory: ✅ 40.718MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +6.2%

✅ strip_aspect

Time: ✅ 2.214µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.0%

Memory: ✅ 40.698MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ strip_noaspect

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.6%

Memory: ✅ 40.698MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +5.6%

✅ swapcase_aspect

Time: ✅ 2.483µs (SLO: <10.000µs 📉 -75.2%) vs baseline: +4.2%

Memory: ✅ 40.262MB (SLO: <41.500MB -3.0%) vs baseline: +3.8%

✅ swapcase_noaspect

Time: ✅ 0.532µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -0.7%

Memory: ✅ 40.619MB (SLO: <41.500MB -2.1%) vs baseline: +5.6%

✅ title_aspect

Time: ✅ 2.307µs (SLO: <10.000µs 📉 -76.9%) vs baseline: -1.4%

Memory: ✅ 40.678MB (SLO: <41.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ title_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.2%

Memory: ✅ 40.619MB (SLO: <41.500MB -2.1%) vs baseline: +5.6%

✅ translate_aspect

Time: ✅ 3.229µs (SLO: <10.000µs 📉 -67.7%) vs baseline: +2.0%

Memory: ✅ 40.284MB (SLO: <41.500MB -2.9%) vs baseline: +3.9%

✅ translate_noaspect

Time: ✅ 1.043µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.4%

Memory: ✅ 40.757MB (SLO: <41.500MB 🟡 -1.8%) vs baseline: +5.9%

✅ upper_aspect

Time: ✅ 2.193µs (SLO: <10.000µs 📉 -78.1%) vs baseline: +0.2%

Memory: ✅ 40.580MB (SLO: <41.500MB -2.2%) vs baseline: +4.6%

✅ upper_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 40.698MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +6.0%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.398µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -2.4%

Memory: ✅ 40.659MB (SLO: <41.000MB 🟡 -0.8%) vs baseline: +5.3%

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.7%

✅ split_aspect

Time: ✅ 1.383µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -1.3%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +4.6%

✅ split_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.6%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 1.374µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.0%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.5%

✅ splitlines_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.675ms (SLO: <47.150ms 📉 -15.9%) vs baseline: +0.3%

Memory: ✅ 39.700MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 260.669ms (SLO: <344.800ms 📉 -24.4%) vs baseline: +0.8%

Memory: ✅ 43.825MB (SLO: <47.500MB -7.7%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 315.420ms (SLO: <321.000ms 🟡 -1.7%) vs baseline: -0.3%

Memory: ✅ 43.986MB (SLO: <47.500MB -7.4%) vs baseline: +4.9%

✅ get-context

Time: ✅ 79.752ms (SLO: <92.350ms 📉 -13.6%) vs baseline: +0.2%

Memory: ✅ 40.080MB (SLO: <46.500MB 📉 -13.8%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 37.593ms (SLO: <44.500ms 📉 -15.5%) vs baseline: +0.7%

Memory: ✅ 39.556MB (SLO: <47.500MB 📉 -16.7%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.522ms (SLO: <67.650ms 📉 -13.5%) vs baseline: -0.2%

Memory: ✅ 40.067MB (SLO: <47.000MB 📉 -14.8%) vs baseline: +4.9%

✅ set-status

Time: ✅ 43.773ms (SLO: <50.400ms 📉 -13.1%) vs baseline: +0.5%

Memory: ✅ 39.555MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.1%

✅ start

Time: ✅ 37.356ms (SLO: <43.450ms 📉 -14.0%) vs baseline: +1.8%

Memory: ✅ 39.508MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.170ms (SLO: <88.000ms -6.6%) vs baseline: +0.5%

Memory: ✅ 37.454MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.325ms (SLO: <89.000ms -6.4%) vs baseline: -0.3%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +4.7%

✅ update-name

Time: ✅ 38.303ms (SLO: <45.150ms 📉 -15.2%) vs baseline: +0.3%

Memory: ✅ 39.711MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +5.1%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.365µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.6%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.411µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.1%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.7%

✅ long_window

Time: ✅ 2.357µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.8%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.3%

✅ low_rate_limit

Time: ✅ 2.357µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.2%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +4.9%

✅ no_rate_limit

Time: ✅ 0.823µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.5%

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +4.9%

✅ short_window

Time: ✅ 2.492µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +0.4%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.4%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.877ms (SLO: <320.950ms -3.8%) vs baseline: -0.4%

Memory: ✅ 36.038MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.6%

✅ deep-profiled

Time: ✅ 334.489ms (SLO: <359.150ms -6.9%) vs baseline: -0.2%

Memory: ✅ 40.147MB (SLO: <40.500MB 🟡 -0.9%) vs baseline: +4.8%

✅ medium

Time: ✅ 7.002ms (SLO: <7.400ms -5.4%) vs baseline: +0.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ shallow

Time: ✅ 0.949ms (SLO: <1.050ms -9.7%) vs baseline: +1.1%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.790µs (SLO: <290.000µs 📉 -52.5%) vs baseline: +0.7%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.334µs (SLO: <480.000µs 📉 -63.9%) vs baseline: -0.7%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ low_match

Time: ✅ 98.158µs (SLO: <120.000µs 📉 -18.2%) vs baseline: -1.0%

Memory: ✅ 603.826MB (SLO: <700.000MB 📉 -13.7%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.655ms (SLO: <8.500ms 📉 -68.8%) vs baseline: -0.4%

Memory: ✅ 71.171MB (SLO: <75.000MB -5.1%) vs baseline: +4.8%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.503µs (SLO: <20.000µs 📉 -47.5%) vs baseline: -0.8%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.5%

✅ all-enabled

Time: ✅ 41.149µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +3.3%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.904µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +0.6%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.1%

✅ no-collectipvariant

Time: ✅ 40.265µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +1.0%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.2%

✅ no-useragentvariant

Time: ✅ 39.119µs (SLO: <50.000µs 📉 -21.8%) vs baseline: +1.4%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.9%

✅ obfuscation-no-query

Time: ✅ 40.865µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +1.0%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.1%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.050µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.3%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.3%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.287µs (SLO: <90.000µs 📉 -15.2%) vs baseline: -0.3%

Memory: ✅ 35.842MB (SLO: <36.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.149µs (SLO: <170.000µs -9.3%) vs baseline: ~same

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.049µs (SLO: <160.000µs -6.8%) vs baseline: +0.4%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.277µs (SLO: <170.000µs -8.7%) vs baseline: +0.4%

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +4.6%

✅ useragentvariant_exists_1

Time: ✅ 39.687µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.7%

Memory: ✅ 35.802MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +5.2%

✅ useragentvariant_exists_2

Time: ✅ 40.735µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.4%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.4%

✅ useragentvariant_exists_3

Time: ✅ 40.184µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +0.7%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.3%

✅ useragentvariant_not_exists_1

Time: ✅ 39.795µs (SLO: <50.000µs 📉 -20.4%) vs baseline: +1.0%

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.583µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.6%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.7%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.254ms (SLO: <22.500ms 📉 -18.9%) vs baseline: ~same

Memory: ✅ 37.025MB (SLO: <53.000MB 📉 -30.1%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 89.163ms (SLO: <93.500ms -4.6%) vs baseline: +1.9%

Memory: ✅ 41.248MB (SLO: <53.000MB 📉 -22.2%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 141.848ms (SLO: <155.000ms -8.5%) vs baseline: +0.2%

Memory: ✅ 41.300MB (SLO: <53.000MB 📉 -22.1%) vs baseline: +5.0%

✅ get-context

Time: ✅ 16.886ms (SLO: <20.500ms 📉 -17.6%) vs baseline: -0.2%

Memory: ✅ 36.881MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 17.308ms (SLO: <20.500ms 📉 -15.6%) vs baseline: -0.1%

Memory: ✅ 36.785MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.602ms (SLO: <40.000ms -8.5%) vs baseline: +0.3%

Memory: ✅ 37.393MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +5.0%

✅ set-status

Time: ✅ 18.651ms (SLO: <22.000ms 📉 -15.2%) vs baseline: ~same

Memory: ✅ 36.823MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.7%

✅ start

Time: ✅ 17.398ms (SLO: <20.500ms 📉 -15.1%) vs baseline: +2.8%

Memory: ✅ 36.863MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 50.938ms (SLO: <52.500ms -3.0%) vs baseline: -0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 52.222ms (SLO: <54.500ms -4.2%) vs baseline: -0.1%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ start-finish-traceid128

Time: ✅ 54.108ms (SLO: <57.000ms -5.1%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.4%

✅ start-traceid128

Time: ✅ 17.317ms (SLO: <22.500ms 📉 -23.0%) vs baseline: +0.2%

Memory: ✅ 36.862MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.5%

✅ update-name

Time: ✅ 17.427ms (SLO: <22.000ms 📉 -20.8%) vs baseline: +0.3%

Memory: ✅ 36.927MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.7%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.258ms (SLO: <32.950ms 📉 -11.2%) vs baseline: +0.3%

Memory: ✅ 36.176MB (SLO: <36.500MB 🟡 -0.9%) vs baseline: +5.2%

✅ medium

Time: ✅ 2.888ms (SLO: <3.200ms -9.7%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ small

Time: ✅ 331.717µs (SLO: <370.000µs 📉 -10.3%) vs baseline: +1.8%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

⚠️ Unstable Tests (1 suite)
⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 156.144µs (SLO: <170.000µs -8.2%) vs baseline: +0.8%

Memory: ✅ 39.806MB (SLO: <41.000MB -2.9%) vs baseline: +5.5%

✅ import_many_cached

Time: ✅ 121.465µs (SLO: <130.000µs -6.6%) vs baseline: +0.2%

Memory: ✅ 39.729MB (SLO: <41.000MB -3.1%) vs baseline: +5.7%

✅ import_many_stdlib

Time: ✅ 0.757ms (SLO: <1.750ms 📉 -56.7%) vs baseline: +0.4%

Memory: ✅ 39.928MB (SLO: <41.000MB -2.6%) vs baseline: +5.7%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.4%

Memory: ✅ 39.632MB (SLO: <41.000MB -3.3%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 834.402µs (SLO: <890.000µs -6.2%) vs baseline: -0.4%

Memory: ✅ 39.954MB (SLO: <41.000MB -2.6%) vs baseline: +5.0%

✅ import_many_unknown_cached

Time: ✅ 789.615µs (SLO: <870.000µs -9.2%) vs baseline: ~same

Memory: ✅ 39.983MB (SLO: <41.000MB -2.5%) vs baseline: +5.5%

✅ import_one

Time: ✅ 19.807µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.5%

Memory: ✅ 39.961MB (SLO: <41.000MB -2.5%) vs baseline: +5.5%

✅ import_one_cache

Time: ✅ 6.309µs (SLO: <10.000µs 📉 -36.9%) vs baseline: -0.4%

Memory: ✅ 39.837MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%

✅ import_one_stdlib

Time: ✅ 18.761µs (SLO: <20.000µs -6.2%) vs baseline: +0.4%

Memory: ✅ 39.738MB (SLO: <41.000MB -3.1%) vs baseline: +4.7%

✅ import_one_stdlib_cache

Time: ✅ 6.349µs (SLO: <10.000µs 📉 -36.5%) vs baseline: +1.7%

Memory: ✅ 39.862MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ import_one_unknown

Time: ✅ 45.477µs (SLO: <50.000µs -9.0%) vs baseline: +0.5%

Memory: ✅ 39.909MB (SLO: <41.000MB -2.7%) vs baseline: +5.7%

✅ import_one_unknown_cache

Time: ✅ 6.280µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -0.4%

Memory: ✅ 39.919MB (SLO: <41.000MB -2.6%) vs baseline: +5.5%

✅ All Tests Passing (3 suites)
✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.511µs (SLO: <60.000µs 📉 -19.1%) vs baseline: -0.2%

Memory: ✅ 40.285MB (SLO: <42.000MB -4.1%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 166.216µs (SLO: <190.000µs 📉 -12.5%) vs baseline: -0.8%

Memory: ✅ 40.187MB (SLO: <42.000MB -4.3%) vs baseline: +4.8%

✅ propagation_enabled_100

Time: ✅ 1.879ms (SLO: <2.300ms 📉 -18.3%) vs baseline: +1.3%

Memory: ✅ 40.324MB (SLO: <42.000MB -4.0%) vs baseline: +5.3%

✅ propagation_enabled_1000

Time: ✅ 32.161ms (SLO: <34.550ms -6.9%) vs baseline: +0.1%

Memory: ✅ 40.206MB (SLO: <42.000MB -4.3%) vs baseline: +5.0%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.202ms (SLO: <42.000ms -4.3%) vs baseline: -0.3%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.310ms (SLO: <38.550ms -5.8%) vs baseline: -0.2%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 222.617ms (SLO: <232.000ms -4.0%) vs baseline: +1.6%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 210.746ms (SLO: <221.600ms -4.9%) vs baseline: +0.3%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.6%

✅ get-context

Time: ✅ 29.105ms (SLO: <31.300ms -7.0%) vs baseline: +0.4%

Memory: ✅ 37.867MB (SLO: <39.000MB -2.9%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 28.975ms (SLO: <31.000ms -6.5%) vs baseline: -0.7%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.3%

✅ record-exception

Time: ✅ 63.059ms (SLO: <65.850ms -4.2%) vs baseline: -0.6%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +5.6%

✅ set-status

Time: ✅ 31.935ms (SLO: <34.150ms -6.5%) vs baseline: ~same

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

✅ start

Time: ✅ 29.411ms (SLO: <30.150ms -2.5%) vs baseline: +2.3%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 33.891ms (SLO: <35.350ms -4.1%) vs baseline: +0.7%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 33.934ms (SLO: <35.450ms -4.3%) vs baseline: +0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.5%

✅ update-name

Time: ✅ 30.881ms (SLO: <33.400ms -7.5%) vs baseline: -0.3%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.892ms (SLO: <354.300ms -3.5%) vs baseline: -0.7%

Memory: ✅ 40.574MB (SLO: <41.500MB -2.2%) vs baseline: +4.9%

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.5%

Memory: ✅ 39.628MB (SLO: <41.000MB -3.3%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (10 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
  • sethttpmeta-obfuscation-disabled

@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch 2 times, most recently from 14d4557 to a49a085 Compare November 20, 2025 19:12
@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch from a49a085 to a1aafbe Compare November 20, 2025 19:18
@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch 4 times, most recently from 3415391 to 6c93c0c Compare November 20, 2025 22:59
@brettlangdon brettlangdon force-pushed the APMLP-701/parallelize.benchmarks branch from 6c93c0c to 256965e Compare November 21, 2025 01:07
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@brettlangdon brettlangdon marked this pull request as ready for review November 21, 2025 19:32
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👍

@brettlangdon brettlangdon merged commit a82e9b1 into main Nov 21, 2025
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@brettlangdon brettlangdon deleted the APMLP-701/parallelize.benchmarks branch November 21, 2025 20:20
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ddyurchenko commented Nov 24, 2025

This very elegant solution, really love it!

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