feat(llmobs): add tag if envar detected

[ZStriker19]

Description

Testing

Risks

Additional Notes

[github-actions]

CODEOWNERS have been resolved as:

ddtrace/_version.py                                                     @DataDog/apm-core-python
tests/llmobs/test_llmobs_otel_evaluation.py                             @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability

[github-actions]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 246 ± 2 ms.

The average import time from base is: 248 ± 2 ms.

The import time difference between this PR and base is: -2.4 ± 0.08 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.637 ms (1.07%)

ddtrace 1.351 ms (0.55%)

ddtrace._logger 0.674 ms (0.27%)

ddtrace.internal.telemetry 0.674 ms (0.27%)

ddtrace.internal.telemetry.writer 0.674 ms (0.27%)

ddtrace.internal.utils.version 0.674 ms (0.27%)

ddtrace.version 0.674 ms (0.27%)

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%)

ddtrace.bootstrap.sitecustomize 1.286 ms (0.52%)

ddtrace.bootstrap.preload 1.286 ms (0.52%)

ddtrace.internal.remoteconfig.client 0.637 ms (0.26%)

[pr-commenter]

Performance SLOs

Comparing candidate zachg/llmobs_otel_evals_update (e69ea2a) with baseline main (ca3c521)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

---

✅ add_inplace_aspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +3.9%

---

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.1%

Memory: ✅ 40.215MB (SLO: <41.500MB -3.1%) vs baseline: +4.4%

---

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.8%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

---

✅ bytearray_aspect

Time: ✅ 1.350µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.5%

Memory: ✅ 40.423MB (SLO: <41.500MB -2.6%) vs baseline: +4.2%

---

✅ bytearray_extend_aspect

Time: ✅ 1.488µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -1.1%

Memory: ✅ 40.659MB (SLO: <41.500MB -2.0%) vs baseline: +6.2%

---

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.1%

---

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.8%

Memory: ✅ 40.141MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

---

✅ bytes_aspect

Time: ✅ 1.298µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

---

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

---

✅ bytesio_aspect

Time: ✅ 1.348µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.6%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.0%

---

✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

---

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.4%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.4%

---

✅ capitalize_noaspect

Time: ✅ 0.435µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.5%

Memory: ✅ 40.242MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

---

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.0%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

---

✅ casefold_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.0%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

---

✅ decode_aspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.7%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

---

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.4%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

---

✅ encode_aspect

Time: ✅ 0.708µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.6%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

---

✅ encode_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.1%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

---

✅ format_aspect

Time: ✅ 3.425µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -0.5%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.5%

---

✅ format_map_aspect

Time: ✅ 3.555µs (SLO: <10.000µs 📉 -64.4%) vs baseline: -1.3%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

---

✅ format_map_noaspect

Time: ✅ 0.773µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -1.1%

Memory: ✅ 40.438MB (SLO: <41.500MB -2.6%) vs baseline: +5.1%

---

✅ format_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.2%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

---

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.2%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.1%

---

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.2%

Memory: ✅ 40.423MB (SLO: <41.500MB -2.6%) vs baseline: +5.4%

---

✅ join_aspect

Time: ✅ 1.339µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.3%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

---

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

---

✅ ljust_aspect

Time: ✅ 2.613µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +2.4%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

---

✅ ljust_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.3%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

---

✅ lower_aspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +3.3%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

---

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.3%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

---

✅ lstrip_aspect

Time: ✅ 2.246µs (SLO: <20.000µs 📉 -88.8%) vs baseline: ~same

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.6%

---

✅ lstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.9%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

---

✅ modulo_aspect

Time: ✅ 1.049µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +4.7%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.531µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -2.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.975µs (SLO: <10.000µs 📉 -90.3%) vs baseline: +0.5%

Memory: ✅ 40.482MB (SLO: <41.500MB -2.5%) vs baseline: +5.7%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.239µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +1.3%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

---

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.7%

Memory: ✅ 40.383MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

---

✅ replace_aspect

Time: ✅ 4.856µs (SLO: <10.000µs 📉 -51.4%) vs baseline: -1.4%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

---

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.5%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +4.1%

---

✅ repr_aspect

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

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

---

✅ repr_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.2%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

---

✅ rstrip_aspect

Time: ✅ 1.957µs (SLO: <20.000µs 📉 -90.2%) vs baseline: +2.5%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

---

✅ rstrip_noaspect

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

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

---

✅ slice_aspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.7%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

---

✅ slice_noaspect

Time: ✅ 0.447µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.4%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

---

✅ stringio_aspect

Time: ✅ 1.551µs (SLO: <10.000µs 📉 -84.5%) vs baseline: ~same

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +3.7%

---

✅ stringio_noaspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.7%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

---

✅ strip_aspect

Time: ✅ 2.230µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.1%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

---

✅ strip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

---

✅ swapcase_aspect

Time: ✅ 2.763µs (SLO: <10.000µs 📉 -72.4%) vs baseline: 📈 +12.6%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.8%

---

✅ swapcase_noaspect

Time: ✅ 0.541µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.4%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

---

✅ title_aspect

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +2.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

---

✅ title_noaspect

Time: ✅ 0.504µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

---

✅ translate_aspect

Time: ✅ 3.301µs (SLO: <10.000µs 📉 -67.0%) vs baseline: -0.2%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

---

✅ translate_noaspect

Time: ✅ 1.039µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.4%

Memory: ✅ 40.340MB (SLO: <41.500MB -2.8%) vs baseline: +5.5%

---

✅ upper_aspect

Time: ✅ 2.331µs (SLO: <10.000µs 📉 -76.7%) vs baseline: +3.5%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

---

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.0%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.7%

---

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.191µs (SLO: <10.000µs 📉 -48.1%) vs baseline: 📈 +26.4%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ ospathbasename_noaspect

Time: ✅ 1.082µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.4%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.6%

---

✅ ospathjoin_aspect

Time: ✅ 6.167µs (SLO: <10.000µs 📉 -38.3%) vs baseline: +0.3%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.6%

---

✅ ospathjoin_noaspect

Time: ✅ 2.285µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.7%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ ospathnormcase_aspect

Time: ✅ 3.423µs (SLO: <10.000µs 📉 -65.8%) vs baseline: +0.5%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.2%

---

✅ ospathnormcase_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -2.1%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.3%

---

✅ ospathsplit_aspect

Time: ✅ 4.700µs (SLO: <10.000µs 📉 -53.0%) vs baseline: -0.8%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.4%

---

✅ ospathsplit_noaspect

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

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.633µs (SLO: <10.000µs 📉 -63.7%) vs baseline: -0.5%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +3.8%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.6%

---

✅ ospathsplitext_aspect

Time: ✅ 4.496µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +0.6%

Memory: ✅ 40.462MB (SLO: <41.000MB 🟡 -1.3%) vs baseline: +5.2%

---

✅ ospathsplitext_noaspect

Time: ✅ 1.384µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.7%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.1%

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.394µs (SLO: <20.000µs 📉 -83.0%) vs baseline: 📈 +15.6%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ 1-count-metrics-100-times

Time: ✅ 200.310µs (SLO: <220.000µs -9.0%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.294µs (SLO: <20.000µs 📉 -83.5%) vs baseline: -0.9%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

---

✅ 1-distribution-metrics-100-times

Time: ✅ 217.389µs (SLO: <230.000µs -5.5%) vs baseline: -0.9%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.178µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.842µs (SLO: <150.000µs -8.8%) vs baseline: -0.3%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.108µs (SLO: <20.000µs 📉 -84.5%) vs baseline: +1.6%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

---

✅ 1-rate-metrics-100-times

Time: ✅ 214.932µs (SLO: <250.000µs 📉 -14.0%) vs baseline: -0.4%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

---

✅ 100-count-metrics-100-times

Time: ✅ 20.327ms (SLO: <22.000ms -7.6%) vs baseline: -0.8%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.318ms (SLO: <2.550ms -9.1%) vs baseline: +1.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.406ms (SLO: <1.550ms -9.3%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.226ms (SLO: <2.550ms 📉 -12.7%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ flush-1-metric

Time: ✅ 4.578µs (SLO: <20.000µs 📉 -77.1%) vs baseline: -0.5%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

---

✅ flush-100-metrics

Time: ✅ 174.389µs (SLO: <250.000µs 📉 -30.2%) vs baseline: +0.2%

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

---

✅ flush-1000-metrics

Time: ✅ 2.184ms (SLO: <2.500ms 📉 -12.6%) vs baseline: -0.4%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.4%

🟡 Near SLO Breach (17 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.215µs (SLO: <20.000µs 📉 -33.9%) vs baseline: -0.3%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

---

✅ context_with_data_no_listeners

Time: ✅ 3.283µs (SLO: <10.000µs 📉 -67.2%) vs baseline: +0.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.6%

---

✅ get_item_exists

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.4%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

---

✅ get_item_missing

Time: ✅ 0.641µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +1.6%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

---

✅ set_item

Time: ✅ 23.948µs (SLO: <30.000µs 📉 -20.2%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

---

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.623ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.3%

Memory: ✅ 68.164MB (SLO: <70.500MB -3.3%) vs baseline: +4.7%

---

✅ exception-replay-enabled

Time: ✅ 1.367ms (SLO: <1.450ms -5.7%) vs baseline: ~same

Memory: ✅ 66.194MB (SLO: <67.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 19.533ms (SLO: <22.250ms 📉 -12.2%) vs baseline: -0.4%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

---

✅ profiler

Time: ✅ 15.439ms (SLO: <16.550ms -6.7%) vs baseline: ~same

Memory: ✅ 56.329MB (SLO: <57.500MB -2.0%) vs baseline: +5.0%

---

✅ resource-renaming

Time: ✅ 19.443ms (SLO: <21.750ms 📉 -10.6%) vs baseline: -0.3%

Memory: ✅ 68.203MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 19.865ms (SLO: <28.200ms 📉 -29.6%) vs baseline: +0.4%

Memory: ✅ 68.086MB (SLO: <71.000MB -4.1%) vs baseline: +4.9%

---

✅ tracer

Time: ✅ 19.706ms (SLO: <21.750ms -9.4%) vs baseline: +0.2%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

---

✅ tracer-and-profiler

Time: ✅ 21.756ms (SLO: <23.500ms -7.4%) vs baseline: -0.1%

Memory: ✅ 69.285MB (SLO: <71.000MB -2.4%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.732ms (SLO: <21.500ms -8.2%) vs baseline: +0.3%

Memory: ✅ 68.223MB (SLO: <70.000MB -2.5%) vs baseline: +4.8%

---

✅ tracer-minimal

Time: ✅ 16.808ms (SLO: <17.500ms -4.0%) vs baseline: ~same

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.7%

---

✅ tracer-native

Time: ✅ 19.635ms (SLO: <21.750ms -9.7%) vs baseline: +0.6%

Memory: ✅ 68.164MB (SLO: <72.500MB -6.0%) vs baseline: +4.7%

---

✅ tracer-no-caches

Time: ✅ 17.643ms (SLO: <19.650ms 📉 -10.2%) vs baseline: +0.5%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.7%

---

✅ tracer-no-databases

Time: ✅ 19.060ms (SLO: <20.100ms -5.2%) vs baseline: +0.1%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

---

✅ tracer-no-middleware

Time: ✅ 19.309ms (SLO: <21.500ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 68.095MB (SLO: <70.000MB -2.7%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 19.504ms (SLO: <22.000ms 📉 -11.3%) vs baseline: +0.7%

Memory: ✅ 68.196MB (SLO: <70.500MB -3.3%) vs baseline: +5.0%

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.332ms (SLO: <19.850ms 📉 -17.7%) vs baseline: ~same

Memory: ✅ 69.757MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 16.330ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 69.796MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

---

✅ tracer-enabled

Time: ✅ 16.328ms (SLO: <19.450ms 📉 -16.1%) vs baseline: -0.2%

Memory: ✅ 69.855MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

---

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.3%

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

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

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ tracer-enabled

Time: ✅ 2.063ms (SLO: <2.300ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 55.797MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +4.9%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.372ms (SLO: <4.750ms 📉 -29.0%) vs baseline: -0.4%

Memory: ✅ 55.511MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 2.862ms (SLO: <6.750ms 📉 -57.6%) vs baseline: +0.3%

Memory: ✅ 55.549MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.6%

---

✅ appsec-telemetry

Time: ✅ 3.396ms (SLO: <4.750ms 📉 -28.5%) vs baseline: +0.6%

Memory: ✅ 55.510MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.9%

---

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.1%

Memory: ✅ 47.901MB (SLO: <49.500MB -3.2%) vs baseline: +5.1%

---

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: ~same

Memory: ✅ 44.558MB (SLO: <49.000MB -9.1%) vs baseline: +5.0%

---

✅ profiler

Time: ✅ 1.912ms (SLO: <2.100ms -9.0%) vs baseline: ~same

Memory: ✅ 48.805MB (SLO: <50.000MB -2.4%) vs baseline: +4.9%

---

✅ resource-renaming

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: ~same

Memory: ✅ 55.469MB (SLO: <56.000MB 🟡 -0.9%) vs baseline: +4.7%

---

✅ tracer

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: -0.3%

Memory: ✅ 55.568MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +5.0%

---

✅ tracer-native

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: +0.2%

Memory: ✅ 55.489MB (SLO: <60.000MB -7.5%) vs baseline: +4.9%

---

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.1%

Memory: ✅ 55.640MB (SLO: <66.000MB 📉 -15.7%) vs baseline: +4.7%

---

✅ iast-enabled

Time: ✅ 2.069ms (SLO: <2.800ms 📉 -26.1%) vs baseline: ~same

Memory: ✅ 55.758MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 2.064ms (SLO: <2.250ms -8.3%) vs baseline: +0.6%

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

---

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.873µs (SLO: <100.000µs 📉 -19.1%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

---

✅ b3_headers

Time: ✅ 14.188µs (SLO: <20.000µs 📉 -29.1%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ b3_single_headers

Time: ✅ 13.345µs (SLO: <20.000µs 📉 -33.3%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.567µs (SLO: <80.000µs 📉 -20.5%) vs baseline: -0.4%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.341µs (SLO: <80.000µs 📉 -13.3%) vs baseline: +4.8%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.5%

---

✅ empty_headers

Time: ✅ 1.640µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +2.0%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 22.425µs (SLO: <30.000µs 📉 -25.2%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ invalid_priority_header

Time: ✅ 6.563µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.9%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ invalid_span_id_header

Time: ✅ 6.511µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.3%

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

---

✅ invalid_tags_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

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

---

✅ invalid_trace_id_header

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ large_header_no_matches

Time: ✅ 27.545µs (SLO: <30.000µs -8.2%) vs baseline: +0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ large_valid_headers_all

Time: ✅ 28.845µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

---

✅ medium_header_no_matches

Time: ✅ 9.848µs (SLO: <20.000µs 📉 -50.8%) vs baseline: -0.5%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ medium_valid_headers_all

Time: ✅ 11.286µs (SLO: <20.000µs 📉 -43.6%) vs baseline: +0.7%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ none_propagation_style

Time: ✅ 1.715µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

---

✅ tracecontext_headers

Time: ✅ 34.804µs (SLO: <40.000µs 📉 -13.0%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

---

✅ valid_headers_all

Time: ✅ 6.558µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

---

✅ valid_headers_basic

Time: ✅ 6.117µs (SLO: <10.000µs 📉 -38.8%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

---

✅ wsgi_empty_headers

Time: ✅ 1.621µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.575µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.622µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.8%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.1%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.594µs (SLO: <10.000µs 📉 -34.1%) vs baseline: ~same

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.662µs (SLO: <10.000µs 📉 -33.4%) vs baseline: +1.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.4%

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.796µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.916µs (SLO: <40.000µs 📉 -25.2%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.142µs (SLO: <20.000µs 📉 -49.3%) vs baseline: -0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.508µs (SLO: <20.000µs 📉 -42.5%) vs baseline: -0.9%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ wsgi_valid_headers_all

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.158µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.7%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.171µs (SLO: <30.000µs 📉 -26.1%) vs baseline: +5.5%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ with_all

Time: ✅ 27.982µs (SLO: <40.000µs 📉 -30.0%) vs baseline: +0.7%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

---

✅ with_dd_origin

Time: ✅ 24.870µs (SLO: <30.000µs 📉 -17.1%) vs baseline: +0.2%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ with_priority_and_origin

Time: ✅ 24.354µs (SLO: <40.000µs 📉 -39.1%) vs baseline: +0.6%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ with_sampling_priority

Time: ✅ 21.167µs (SLO: <30.000µs 📉 -29.4%) vs baseline: +0.6%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

---

✅ with_tags

Time: ✅ 25.961µs (SLO: <40.000µs 📉 -35.1%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

---

✅ with_tags_invalid

Time: ✅ 27.551µs (SLO: <40.000µs 📉 -31.1%) vs baseline: +0.8%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

---

✅ with_tags_max_size

Time: ✅ 26.473µs (SLO: <40.000µs 📉 -33.8%) vs baseline: -0.2%

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

---

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.990µs (SLO: <40.000µs 📉 -15.0%) vs baseline: +6.1%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.7%

---

✅ re_expand_noaspect

Time: ✅ 28.466µs (SLO: <40.000µs 📉 -28.8%) vs baseline: -1.0%

Memory: ✅ 40.029MB (SLO: <41.000MB -2.4%) vs baseline: +4.4%

---

✅ re_findall_aspect

Time: ✅ 2.926µs (SLO: <10.000µs 📉 -70.7%) vs baseline: +0.9%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.6%

---

✅ re_findall_noaspect

Time: ✅ 1.418µs (SLO: <10.000µs 📉 -85.8%) vs baseline: ~same

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ re_finditer_aspect

Time: ✅ 4.458µs (SLO: <10.000µs 📉 -55.4%) vs baseline: -0.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

---

✅ re_finditer_noaspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.5%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ re_fullmatch_aspect

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

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

---

✅ re_fullmatch_noaspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.4%

---

✅ re_group_aspect

Time: ✅ 2.992µs (SLO: <10.000µs 📉 -70.1%) vs baseline: -1.2%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ re_group_noaspect

Time: ✅ 1.599µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.0%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

---

✅ re_groups_aspect

Time: ✅ 3.126µs (SLO: <10.000µs 📉 -68.7%) vs baseline: -0.8%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +5.0%

---

✅ re_groups_noaspect

Time: ✅ 1.701µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.1%

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

---

✅ re_match_aspect

Time: ✅ 2.744µs (SLO: <10.000µs 📉 -72.6%) vs baseline: -2.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

---

✅ re_match_noaspect

Time: ✅ 1.291µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ re_search_aspect

Time: ✅ 2.567µs (SLO: <10.000µs 📉 -74.3%) vs baseline: +0.6%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.2%

---

✅ re_search_noaspect

Time: ✅ 1.204µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.1%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.5%

---

✅ re_sub_aspect

Time: ✅ 3.404µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -0.5%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ re_sub_noaspect

Time: ✅ 1.568µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +2.1%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ re_subn_aspect

Time: ✅ 3.647µs (SLO: <10.000µs 📉 -63.5%) vs baseline: -0.7%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ re_subn_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

---

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.546µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +5.4%

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

---

✅ rsplit_noaspect

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

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.2%

---

✅ split_aspect

Time: ✅ 1.442µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +2.3%

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

---

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.2%

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

---

✅ splitlines_aspect

Time: ✅ 1.418µs (SLO: <10.000µs 📉 -85.8%) vs baseline: ~same

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.7%

---

✅ splitlines_noaspect

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.3%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.1%

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.346ms (SLO: <47.150ms 📉 -16.6%) vs baseline: -0.6%

Memory: ✅ 39.441MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +5.0%

---

✅ add-metrics

Time: ✅ 262.221ms (SLO: <344.800ms 📉 -23.9%) vs baseline: +0.6%

Memory: ✅ 43.729MB (SLO: <47.500MB -7.9%) vs baseline: +4.6%

---

✅ add-tags

Time: ✅ 316.602ms (SLO: <321.000ms 🟡 -1.4%) vs baseline: -0.1%

Memory: ✅ 43.611MB (SLO: <47.500MB -8.2%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 80.159ms (SLO: <92.350ms 📉 -13.2%) vs baseline: +0.1%

Memory: ✅ 39.734MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +5.2%

---

✅ is-recording

Time: ✅ 37.023ms (SLO: <44.500ms 📉 -16.8%) vs baseline: -0.5%

Memory: ✅ 39.455MB (SLO: <47.500MB 📉 -16.9%) vs baseline: +5.2%

---

✅ record-exception

Time: ✅ 58.186ms (SLO: <67.650ms 📉 -14.0%) vs baseline: -0.2%

Memory: ✅ 39.743MB (SLO: <47.000MB 📉 -15.4%) vs baseline: +4.5%

---

✅ set-status

Time: ✅ 43.750ms (SLO: <50.400ms 📉 -13.2%) vs baseline: +0.5%

Memory: ✅ 39.480MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +5.0%

---

✅ start

Time: ✅ 37.313ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +2.4%

Memory: ✅ 39.396MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 81.862ms (SLO: <88.000ms -7.0%) vs baseline: +0.1%

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.9%

---

✅ start-finish-telemetry

Time: ✅ 83.245ms (SLO: <89.000ms -6.5%) vs baseline: ~same

Memory: ✅ 37.316MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 38.042ms (SLO: <45.150ms 📉 -15.7%) vs baseline: +0.2%

Memory: ✅ 39.558MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +4.8%

---

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.969ms (SLO: <354.300ms -3.2%) vs baseline: -0.7%

Memory: ✅ 40.782MB (SLO: <41.500MB 🟡 -1.7%) vs baseline: +5.2%

---

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 40.098MB (SLO: <41.000MB -2.2%) vs baseline: +5.6%

---

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.3%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

---

✅ high_rate_limit

Time: ✅ 2.433µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.6%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

---

✅ long_window

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

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

---

✅ low_rate_limit

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%) vs baseline: ~same

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

---

✅ no_rate_limit

Time: ✅ 0.835µs (SLO: <10.000µs 📉 -91.6%) vs baseline: ~same

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

---

✅ short_window

Time: ✅ 2.499µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.8%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.630ms (SLO: <320.950ms -3.8%) vs baseline: -0.1%

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +5.0%

---

✅ deep-profiled

Time: ✅ 327.218ms (SLO: <359.150ms -8.9%) vs baseline: -0.8%

Memory: ✅ 39.754MB (SLO: <40.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ medium

Time: ✅ 7.003ms (SLO: <7.400ms -5.4%) vs baseline: +0.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.3%

---

✅ shallow

Time: ✅ 0.947ms (SLO: <1.050ms -9.8%) vs baseline: +1.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.2%

---

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.589µs (SLO: <20.000µs 📉 -47.1%) vs baseline: +0.4%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ all-enabled

Time: ✅ 40.827µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +2.1%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +4.6%

---

✅ collectipvariant_exists

Time: ✅ 40.930µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +0.2%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.2%

---

✅ no-collectipvariant

Time: ✅ 40.117µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.1%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.6%

---

✅ no-useragentvariant

Time: ✅ 38.832µs (SLO: <50.000µs 📉 -22.3%) vs baseline: -0.1%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.2%

---

✅ obfuscation-no-query

Time: ✅ 40.657µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +0.1%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.2%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.793µs (SLO: <90.000µs 📉 -15.8%) vs baseline: -0.1%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.2%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.631µs (SLO: <90.000µs 📉 -14.9%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.444µs (SLO: <170.000µs -9.2%) vs baseline: +0.1%

Memory: ✅ 35.665MB (SLO: <36.500MB -2.3%) vs baseline: +4.6%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.677µs (SLO: <160.000µs -7.1%) vs baseline: -0.2%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.4%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.255µs (SLO: <170.000µs -8.7%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +4.2%

---

✅ useragentvariant_exists_1

Time: ✅ 39.609µs (SLO: <50.000µs 📉 -20.8%) vs baseline: -0.3%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.7%

---

✅ useragentvariant_exists_2

Time: ✅ 40.826µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.6%

Memory: ✅ 35.271MB (SLO: <36.000MB -2.0%) vs baseline: +4.7%

---

✅ useragentvariant_exists_3

Time: ✅ 40.135µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.3%

Memory: ✅ 35.212MB (SLO: <36.000MB -2.2%) vs baseline: +3.9%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.605µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.3%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +5.0%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.626µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.0%

---

🟡 span - 26/26

✅ add-event

Time: ✅ 18.171ms (SLO: <22.500ms 📉 -19.2%) vs baseline: -0.3%

Memory: ✅ 36.819MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.6%

---

✅ add-metrics

Time: ✅ 88.067ms (SLO: <93.500ms -5.8%) vs baseline: -0.4%

Memory: ✅ 41.032MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.6%

---

✅ add-tags

Time: ✅ 143.085ms (SLO: <155.000ms -7.7%) vs baseline: -0.3%

Memory: ✅ 41.075MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 17.006ms (SLO: <20.500ms 📉 -17.0%) vs baseline: +0.6%

Memory: ✅ 36.648MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.7%

---

✅ is-recording

Time: ✅ 17.169ms (SLO: <20.500ms 📉 -16.2%) vs baseline: -0.1%

Memory: ✅ 36.821MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 36.687ms (SLO: <40.000ms -8.3%) vs baseline: +0.6%

Memory: ✅ 37.239MB (SLO: <53.000MB 📉 -29.7%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 18.773ms (SLO: <22.000ms 📉 -14.7%) vs baseline: +0.5%

Memory: ✅ 36.685MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.8%

---

✅ start

Time: ✅ 17.454ms (SLO: <20.500ms 📉 -14.9%) vs baseline: +3.3%

Memory: ✅ 36.627MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 51.038ms (SLO: <52.500ms -2.8%) vs baseline: -0.1%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.3%

---

✅ start-finish-telemetry

Time: ✅ 52.254ms (SLO: <54.500ms -4.1%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.3%

---

✅ start-finish-traceid128

Time: ✅ 54.093ms (SLO: <57.000ms -5.1%) vs baseline: -0.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

---

✅ start-traceid128

Time: ✅ 17.223ms (SLO: <22.500ms 📉 -23.5%) vs baseline: -0.3%

Memory: ✅ 36.727MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 17.314ms (SLO: <22.000ms 📉 -21.3%) vs baseline: ~same

Memory: ✅ 36.845MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.8%

---

🟡 tracer - 6/6

✅ large

Time: ✅ 29.236ms (SLO: <32.950ms 📉 -11.3%) vs baseline: -0.2%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.9%

---

✅ medium

Time: ✅ 2.885ms (SLO: <3.200ms -9.9%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

---

✅ small

Time: ✅ 331.961µs (SLO: <370.000µs 📉 -10.3%) vs baseline: +1.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

⚠️ Unstable Tests (1 suite)

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.524µs (SLO: <170.000µs -8.5%) vs baseline: +0.4%

Memory: ✅ 39.644MB (SLO: <41.000MB -3.3%) vs baseline: +4.4%

---

✅ import_many_cached

Time: ✅ 120.817µs (SLO: <130.000µs -7.1%) vs baseline: ~same

Memory: ✅ 39.930MB (SLO: <41.000MB -2.6%) vs baseline: +5.7%

---

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.8%) vs baseline: +0.2%

Memory: ✅ 40.021MB (SLO: <41.000MB -2.4%) vs baseline: +5.2%

---

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.5%) vs baseline: -0.9%

Memory: ✅ 39.853MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

---

✅ import_many_unknown

Time: ✅ 826.266µs (SLO: <890.000µs -7.2%) vs baseline: -0.9%

Memory: ✅ 39.906MB (SLO: <41.000MB -2.7%) vs baseline: +4.5%

---

✅ import_many_unknown_cached

Time: ✅ 795.259µs (SLO: <870.000µs -8.6%) vs baseline: -0.4%

Memory: ✅ 39.807MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%

---

✅ import_one

Time: ✅ 19.846µs (SLO: <30.000µs 📉 -33.8%) vs baseline: +1.2%

Memory: ✅ 39.804MB (SLO: <41.000MB -2.9%) vs baseline: +5.3%

---

✅ import_one_cache

Time: ✅ 6.318µs (SLO: <10.000µs 📉 -36.8%) vs baseline: ~same

Memory: ✅ 39.674MB (SLO: <41.000MB -3.2%) vs baseline: +4.9%

---

✅ import_one_stdlib

Time: ✅ 18.655µs (SLO: <20.000µs -6.7%) vs baseline: -0.3%

Memory: ✅ 39.657MB (SLO: <41.000MB -3.3%) vs baseline: +5.1%

---

✅ import_one_stdlib_cache

Time: ✅ 6.299µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.7%

Memory: ✅ 39.788MB (SLO: <41.000MB -3.0%) vs baseline: +4.4%

---

✅ import_one_unknown

Time: ✅ 45.351µs (SLO: <50.000µs -9.3%) vs baseline: -0.4%

Memory: ✅ 39.771MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%

---

✅ import_one_unknown_cache

Time: ✅ 6.257µs (SLO: <10.000µs 📉 -37.4%) vs baseline: ~same

Memory: ✅ 39.933MB (SLO: <41.000MB -2.6%) vs baseline: +4.7%

✅ All Tests Passing (3 suites)

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.623µs (SLO: <60.000µs 📉 -19.0%) vs baseline: +0.1%

Memory: ✅ 40.128MB (SLO: <42.000MB -4.5%) vs baseline: +4.9%

---

✅ propagation_enabled

Time: ✅ 174.005µs (SLO: <190.000µs -8.4%) vs baseline: +0.1%

Memory: ✅ 40.167MB (SLO: <42.000MB -4.4%) vs baseline: +5.1%

---

✅ propagation_enabled_100

Time: ✅ 1.929ms (SLO: <2.300ms 📉 -16.1%) vs baseline: +0.6%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +5.0%

---

✅ propagation_enabled_1000

Time: ✅ 32.684ms (SLO: <34.550ms -5.4%) vs baseline: ~same

Memory: ✅ 40.010MB (SLO: <42.000MB -4.7%) vs baseline: +4.7%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.502ms (SLO: <42.000ms -3.6%) vs baseline: +1.2%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.6%

---

✅ add-link

Time: ✅ 36.323ms (SLO: <38.550ms -5.8%) vs baseline: +0.7%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 220.700ms (SLO: <232.000ms -4.9%) vs baseline: +0.5%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.8%

---

✅ add-tags

Time: ✅ 211.415ms (SLO: <221.600ms -4.6%) vs baseline: -0.3%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.2%

---

✅ get-context

Time: ✅ 29.268ms (SLO: <31.300ms -6.5%) vs baseline: +1.1%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.4%

---

✅ is-recording

Time: ✅ 29.175ms (SLO: <31.000ms -5.9%) vs baseline: +0.2%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +5.2%

---

✅ record-exception

Time: ✅ 63.152ms (SLO: <65.850ms -4.1%) vs baseline: ~same

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +4.5%

---

✅ set-status

Time: ✅ 32.022ms (SLO: <34.150ms -6.2%) vs baseline: +0.2%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +4.8%

---

✅ start

Time: ✅ 29.473ms (SLO: <30.150ms -2.2%) vs baseline: +2.3%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 33.967ms (SLO: <35.350ms -3.9%) vs baseline: +0.5%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.6%

---

✅ start-finish-telemetry

Time: ✅ 34.044ms (SLO: <35.450ms -4.0%) vs baseline: +0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

---

✅ update-name

Time: ✅ 31.097ms (SLO: <33.400ms -6.9%) vs baseline: +0.3%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +5.1%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 138.013µs (SLO: <290.000µs 📉 -52.4%) vs baseline: +0.6%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

---

✅ high_match

Time: ✅ 174.743µs (SLO: <480.000µs 📉 -63.6%) vs baseline: +0.3%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.7%

---

✅ low_match

Time: ✅ 98.420µs (SLO: <120.000µs 📉 -18.0%) vs baseline: -0.8%

Memory: ✅ 603.592MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.666ms (SLO: <8.500ms 📉 -68.6%) vs baseline: +0.6%

Memory: ✅ 70.913MB (SLO: <75.000MB -5.4%) vs baseline: +4.7%

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