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chore(llmobs): raise in public api methods instead of logging #14941

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Description

Testing

Risks

Additional Notes

@sabrenner sabrenner added the manual merge Do not automatically merge label Oct 17, 2025
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CODEOWNERS have been resolved as:

ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
tests/llmobs/test_llmobs_service.py                                     @DataDog/ml-observability

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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: 243 ± 6 ms.

The average import time from base is: 243 ± 3 ms.

The import time difference between this PR and base is: 0.1 ± 0.2 ms.

The difference is not statistically significant (z = 0.31).

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.808 ms (0.74%)
ddtrace.bootstrap.sitecustomize 1.129 ms (0.46%)
ddtrace.bootstrap.preload 1.129 ms (0.46%)
ddtrace.internal.remoteconfig.client 0.600 ms (0.25%)
ddtrace 0.679 ms (0.28%)
ddtrace.internal._unpatched 0.029 ms (0.01%)
json 0.029 ms (0.01%)
json.decoder 0.029 ms (0.01%)
re 0.029 ms (0.01%)
enum 0.029 ms (0.01%)
types 0.029 ms (0.01%)

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pr-commenter bot commented Oct 17, 2025

Performance SLOs

Comparing candidate sabrenner/llmobs-throw-where-possible (6002fc3) with baseline main (24f0351)

📈 Performance Regressions (2 suites)
📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.1%

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

✅ add_inplace_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -2.1%

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

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.2%

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

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.7%

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

✅ bytearray_aspect

Time: ✅ 1.324µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +1.4%

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

✅ bytearray_extend_aspect

Time: ✅ 1.543µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.4%

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

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

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

✅ bytearray_noaspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.8%

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

✅ bytes_aspect

Time: ✅ 1.453µs (SLO: <10.000µs 📉 -85.5%) vs baseline: 📈 +12.7%

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

✅ bytes_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ bytesio_aspect

Time: ✅ 1.315µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.8%

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

✅ bytesio_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.1%

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

✅ capitalize_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.2%

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

✅ capitalize_noaspect

Time: ✅ 0.441µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.3%

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

✅ casefold_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.3%

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

✅ casefold_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

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

✅ decode_aspect

Time: ✅ 0.730µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.7%

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

✅ decode_noaspect

Time: ✅ 0.425µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.4%

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

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.3%

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

✅ encode_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.9%

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

✅ format_aspect

Time: ✅ 3.358µs (SLO: <10.000µs 📉 -66.4%) vs baseline: -0.2%

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

✅ format_map_aspect

Time: ✅ 3.565µs (SLO: <10.000µs 📉 -64.4%) vs baseline: -0.6%

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

✅ format_map_noaspect

Time: ✅ 0.777µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.4%

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

✅ format_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.4%

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

✅ index_aspect

Time: ✅ 0.359µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.5%

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

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.4%

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

✅ join_aspect

Time: ✅ 1.315µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.1%

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

✅ join_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

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

✅ ljust_aspect

Time: ✅ 2.602µs (SLO: <20.000µs 📉 -87.0%) vs baseline: -0.5%

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

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.2%

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

✅ lower_aspect

Time: ✅ 2.457µs (SLO: <10.000µs 📉 -75.4%) vs baseline: +9.2%

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

✅ lower_noaspect

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

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

✅ lstrip_aspect

Time: ✅ 2.237µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.9%

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

✅ lstrip_noaspect

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

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

✅ modulo_aspect

Time: ✅ 0.994µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -1.3%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.542µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.3%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.968µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -1.1%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.208µs (SLO: <10.000µs 📉 -87.9%) vs baseline: ~same

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

✅ modulo_noaspect

Time: ✅ 0.624µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -1.7%

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

✅ replace_aspect

Time: ✅ 5.371µs (SLO: <10.000µs 📉 -46.3%) vs baseline: 📈 +11.3%

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

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.4%

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

✅ repr_aspect

Time: ✅ 0.904µs (SLO: <10.000µs 📉 -91.0%) vs baseline: -0.9%

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

✅ repr_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.9%

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

✅ rstrip_aspect

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

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

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.5%

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

✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.2%

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

✅ slice_noaspect

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

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

✅ stringio_aspect

Time: ✅ 1.762µs (SLO: <10.000µs 📉 -82.4%) vs baseline: 📈 +12.5%

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

✅ stringio_noaspect

Time: ✅ 0.725µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.3%

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

✅ strip_aspect

Time: ✅ 2.220µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.6%

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

✅ strip_noaspect

Time: ✅ 0.395µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.8%

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

✅ swapcase_aspect

Time: ✅ 2.664µs (SLO: <10.000µs 📉 -73.4%) vs baseline: +8.1%

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

✅ swapcase_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.4%

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

✅ title_aspect

Time: ✅ 2.572µs (SLO: <10.000µs 📉 -74.3%) vs baseline: +6.8%

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

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.5%

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

✅ translate_aspect

Time: ✅ 3.548µs (SLO: <10.000µs 📉 -64.5%) vs baseline: +7.8%

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

✅ translate_noaspect

Time: ✅ 1.047µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +0.8%

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

✅ upper_aspect

Time: ✅ 2.290µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

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

✅ upper_noaspect

Time: ✅ 0.375µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.3%

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

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.018µs (SLO: <10.000µs 📉 -49.8%) vs baseline: 📈 +22.1%

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

✅ ospathbasename_noaspect

Time: ✅ 1.081µs (SLO: <10.000µs 📉 -89.2%) vs baseline: +0.3%

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

✅ ospathjoin_aspect

Time: ✅ 6.005µs (SLO: <10.000µs 📉 -40.0%) vs baseline: +0.3%

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

✅ ospathjoin_noaspect

Time: ✅ 2.281µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -0.3%

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

✅ ospathnormcase_aspect

Time: ✅ 3.419µs (SLO: <10.000µs 📉 -65.8%) vs baseline: +0.7%

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

✅ ospathnormcase_noaspect

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

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

✅ ospathsplit_aspect

Time: ✅ 4.684µs (SLO: <10.000µs 📉 -53.2%) vs baseline: -0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ ospathsplit_noaspect

Time: ✅ 1.570µs (SLO: <10.000µs 📉 -84.3%) vs baseline: -0.3%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.555µs (SLO: <10.000µs 📉 -64.4%) vs baseline: +0.1%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.692µs (SLO: <10.000µs 📉 -93.1%) vs baseline: -1.2%

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

✅ ospathsplitext_aspect

Time: ✅ 4.391µs (SLO: <10.000µs 📉 -56.1%) vs baseline: +0.3%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.388µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +1.0%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

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

✅ appsec

Time: ✅ 20.458ms (SLO: <22.300ms -8.3%) vs baseline: -0.3%

Memory: ✅ 65.443MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.2%) vs baseline: -0.1%

Memory: ✅ 64.581MB (SLO: <67.000MB -3.6%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.449ms (SLO: <22.250ms -8.1%) vs baseline: ~same

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

✅ profiler

Time: ✅ 15.197ms (SLO: <16.550ms -8.2%) vs baseline: -0.2%

Memory: ✅ 53.831MB (SLO: <54.500MB 🟡 -1.2%) vs baseline: +5.2%

✅ resource-renaming

Time: ✅ 20.507ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 65.555MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ span-code-origin

Time: ✅ 25.315ms (SLO: <28.200ms 📉 -10.2%) vs baseline: -0.1%

Memory: ✅ 67.695MB (SLO: <69.500MB -2.6%) vs baseline: +4.5%

✅ tracer

Time: ✅ 20.462ms (SLO: <21.750ms -5.9%) vs baseline: -0.3%

Memory: ✅ 65.436MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 22.001ms (SLO: <23.500ms -6.4%) vs baseline: -0.2%

Memory: ✅ 66.612MB (SLO: <67.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.311ms (SLO: <21.500ms 📉 -10.2%) vs baseline: -0.1%

Memory: ✅ 65.469MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.615ms (SLO: <17.500ms -5.1%) vs baseline: +0.1%

Memory: ✅ 65.514MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 20.532ms (SLO: <21.750ms -5.6%) vs baseline: +0.5%

Memory: ✅ 71.464MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.467ms (SLO: <19.650ms -6.0%) vs baseline: +0.5%

Memory: ✅ 65.494MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.785ms (SLO: <20.100ms -6.5%) vs baseline: ~same

Memory: ✅ 65.093MB (SLO: <67.000MB -2.8%) vs baseline: +4.2%

✅ tracer-no-middleware

Time: ✅ 20.172ms (SLO: <21.500ms -6.2%) vs baseline: ~same

Memory: ✅ 65.458MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 20.190ms (SLO: <22.000ms -8.2%) vs baseline: -0.6%

Memory: ✅ 65.453MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.360ms (SLO: <19.850ms -7.5%) vs baseline: +1.7%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 18.030ms (SLO: <19.400ms -7.1%) vs baseline: -0.4%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 18.073ms (SLO: <19.450ms -7.1%) vs baseline: +0.1%

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

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.578ms (SLO: <4.750ms -3.6%) vs baseline: -0.6%

Memory: ✅ 61.991MB (SLO: <65.000MB -4.6%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 6.616ms (SLO: <6.750ms 🟡 -2.0%) vs baseline: -0.3%

Memory: ✅ 61.971MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 4.572ms (SLO: <4.750ms -3.7%) vs baseline: -0.8%

Memory: ✅ 62.010MB (SLO: <65.000MB -4.6%) vs baseline: +4.9%

✅ debugger

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

Memory: ✅ 45.357MB (SLO: <47.000MB -3.5%) vs baseline: +4.5%

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: -0.1%

Memory: ✅ 42.428MB (SLO: <49.000MB 📉 -13.4%) vs baseline: +5.1%

✅ profiler

Time: ✅ 1.909ms (SLO: <2.100ms -9.1%) vs baseline: -0.3%

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: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.356ms (SLO: <3.650ms -8.1%) vs baseline: -0.6%

Memory: ✅ 52.298MB (SLO: <53.500MB -2.2%) vs baseline: +5.1%

✅ tracer-native

Time: ✅ 3.358ms (SLO: <3.650ms -8.0%) vs baseline: -0.2%

Memory: ✅ 58.181MB (SLO: <60.000MB -3.0%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.928ms (SLO: <47.150ms 📉 -13.2%) vs baseline: ~same

Memory: ✅ 44.149MB (SLO: <47.000MB -6.1%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 318.985ms (SLO: <344.800ms -7.5%) vs baseline: +0.3%

Memory: ✅ 617.480MB (SLO: <630.000MB 🟡 -2.0%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 288.168ms (SLO: <314.000ms -8.2%) vs baseline: -0.6%

Memory: ✅ 619.254MB (SLO: <630.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ get-context

Time: ✅ 80.720ms (SLO: <92.350ms 📉 -12.6%) vs baseline: +0.2%

Memory: ✅ 39.727MB (SLO: <46.500MB 📉 -14.6%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 38.336ms (SLO: <44.500ms 📉 -13.9%) vs baseline: -0.1%

Memory: ✅ 43.614MB (SLO: <47.500MB -8.2%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.309ms (SLO: <67.650ms 📉 -13.8%) vs baseline: -0.1%

Memory: ✅ 40.116MB (SLO: <47.000MB 📉 -14.6%) vs baseline: +4.8%

✅ set-status

Time: ✅ 44.210ms (SLO: <50.400ms 📉 -12.3%) vs baseline: +0.3%

Memory: ✅ 43.651MB (SLO: <47.000MB -7.1%) vs baseline: +5.0%

✅ start

Time: ✅ 37.544ms (SLO: <43.450ms 📉 -13.6%) vs baseline: +0.2%

Memory: ✅ 43.583MB (SLO: <47.000MB -7.3%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 82.798ms (SLO: <88.000ms -5.9%) vs baseline: +0.4%

Memory: ✅ 34.623MB (SLO: <46.500MB 📉 -25.5%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 84.210ms (SLO: <89.000ms -5.4%) vs baseline: +0.3%

Memory: ✅ 34.564MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.8%

✅ update-name

Time: ✅ 39.231ms (SLO: <45.150ms 📉 -13.1%) vs baseline: +0.1%

Memory: ✅ 43.989MB (SLO: <47.000MB -6.4%) vs baseline: +4.8%

🟡 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.912µs (SLO: <20.000µs 📉 -85.4%) vs baseline: -0.2%

Memory: ✅ 32.224MB (SLO: <34.000MB -5.2%) vs baseline: +5.0%

✅ 1-count-metrics-100-times

Time: ✅ 202.227µs (SLO: <220.000µs -8.1%) vs baseline: +0.9%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.299µs (SLO: <20.000µs 📉 -83.5%) vs baseline: +0.3%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 214.359µs (SLO: <220.000µs -2.6%) vs baseline: +0.2%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.205µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +2.0%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.735µs (SLO: <150.000µs -8.8%) vs baseline: +0.2%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.092µs (SLO: <20.000µs 📉 -84.5%) vs baseline: +1.0%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ 1-rate-metrics-100-times

Time: ✅ 215.228µs (SLO: <250.000µs 📉 -13.9%) vs baseline: -0.4%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.460ms (SLO: <22.000ms -7.0%) vs baseline: -0.3%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.281ms (SLO: <2.300ms 🟡 -0.8%) vs baseline: +0.2%

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.405ms (SLO: <1.550ms -9.4%) vs baseline: +0.6%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ 100-rate-metrics-100-times

Time: ✅ 2.220ms (SLO: <2.550ms 📉 -12.9%) vs baseline: +0.5%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ flush-1-metric

Time: ✅ 4.429µs (SLO: <20.000µs 📉 -77.9%) vs baseline: +0.3%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 172.908µs (SLO: <250.000µs 📉 -30.8%) vs baseline: -1.1%

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

✅ flush-1000-metrics

Time: ✅ 2.127ms (SLO: <2.500ms 📉 -14.9%) vs baseline: +0.3%

Memory: ✅ 32.853MB (SLO: <34.500MB -4.8%) vs baseline: +4.7%

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

⚠️ context_with_data_listeners

Time: ⚠️ 13.209µs (SLO: <20.000µs 📉 -34.0%) vs baseline: -0.2%

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

✅ context_with_data_no_listeners

Time: ✅ 3.270µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -1.1%

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

✅ get_item_exists

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.5%

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

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.4%

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

✅ set_item

Time: ✅ 24.000µs (SLO: <30.000µs 📉 -20.0%) vs baseline: -1.0%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.8%

✅ All Tests Passing (16 suites)
✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: ~same

Memory: ✅ 51.944MB (SLO: <53.500MB -2.9%) vs baseline: +4.3%

✅ errortracking-enabled-user

Time: ✅ 2.075ms (SLO: <2.250ms -7.8%) vs baseline: +0.3%

Memory: ✅ 51.963MB (SLO: <53.500MB -2.9%) vs baseline: +4.5%

✅ tracer-enabled

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: ~same

Memory: ✅ 51.905MB (SLO: <53.500MB -3.0%) vs baseline: +4.4%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.953ms (SLO: <4.200ms -5.9%) vs baseline: ~same

Memory: ✅ 62.226MB (SLO: <66.000MB -5.7%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.454ms (SLO: <2.800ms 📉 -12.4%) vs baseline: ~same

Memory: ✅ 58.589MB (SLO: <60.000MB -2.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.250ms -8.1%) vs baseline: +0.3%

Memory: ✅ 52.101MB (SLO: <54.500MB -4.4%) vs baseline: +4.7%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.914µs (SLO: <100.000µs 📉 -18.1%) vs baseline: ~same

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

✅ b3_headers

Time: ✅ 14.312µs (SLO: <20.000µs 📉 -28.4%) vs baseline: +1.4%

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

✅ b3_single_headers

Time: ✅ 14.041µs (SLO: <20.000µs 📉 -29.8%) vs baseline: +5.9%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.102µs (SLO: <80.000µs 📉 -19.9%) vs baseline: +0.2%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.578µs (SLO: <80.000µs 📉 -16.8%) vs baseline: +0.3%

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

✅ empty_headers

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

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

✅ full_t_id_datadog_headers

Time: ✅ 23.021µs (SLO: <30.000µs 📉 -23.3%) vs baseline: +1.9%

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

✅ invalid_priority_header

Time: ✅ 6.463µs (SLO: <10.000µs 📉 -35.4%) vs baseline: -0.6%

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

✅ invalid_span_id_header

Time: ✅ 6.494µs (SLO: <10.000µs 📉 -35.1%) vs baseline: ~same

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

✅ invalid_tags_header

Time: ✅ 6.509µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.5%

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

✅ invalid_trace_id_header

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.630µs (SLO: <30.000µs -7.9%) vs baseline: +0.2%

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

✅ large_valid_headers_all

Time: ✅ 28.686µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.3%

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

✅ medium_header_no_matches

Time: ✅ 9.909µs (SLO: <20.000µs 📉 -50.5%) vs baseline: +1.2%

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

✅ medium_valid_headers_all

Time: ✅ 11.182µs (SLO: <20.000µs 📉 -44.1%) vs baseline: ~same

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

✅ none_propagation_style

Time: ✅ 1.693µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 34.988µs (SLO: <40.000µs 📉 -12.5%) vs baseline: +1.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ valid_headers_all

Time: ✅ 6.476µs (SLO: <10.000µs 📉 -35.2%) vs baseline: +0.4%

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

✅ valid_headers_basic

Time: ✅ 6.120µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +1.3%

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

✅ wsgi_empty_headers

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%) vs baseline: ~same

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.531µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.7%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -1.0%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

✅ wsgi_invalid_tags_header

Time: ✅ 6.616µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +1.9%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.565µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.669µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.4%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.781µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.2%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.106µs (SLO: <20.000µs 📉 -49.5%) vs baseline: -0.4%

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

✅ wsgi_medium_valid_headers_all

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

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ wsgi_valid_headers_all

Time: ✅ 6.548µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.9%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.083µs (SLO: <10.000µs 📉 -39.2%) vs baseline: +0.2%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.406µs (SLO: <30.000µs 📉 -25.3%) vs baseline: +3.7%

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

✅ with_all

Time: ✅ 29.231µs (SLO: <40.000µs 📉 -26.9%) vs baseline: +1.3%

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

✅ with_dd_origin

Time: ✅ 25.562µs (SLO: <30.000µs 📉 -14.8%) vs baseline: +0.9%

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

✅ with_priority_and_origin

Time: ✅ 24.923µs (SLO: <40.000µs 📉 -37.7%) vs baseline: +0.6%

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

✅ with_sampling_priority

Time: ✅ 21.708µs (SLO: <30.000µs 📉 -27.6%) vs baseline: +0.8%

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

✅ with_tags

Time: ✅ 28.069µs (SLO: <40.000µs 📉 -29.8%) vs baseline: +3.9%

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

✅ with_tags_invalid

Time: ✅ 28.365µs (SLO: <40.000µs 📉 -29.1%) vs baseline: -0.3%

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

✅ with_tags_max_size

Time: ✅ 27.418µs (SLO: <40.000µs 📉 -31.5%) vs baseline: -0.2%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.557µs (SLO: <40.000µs 📉 -18.6%) vs baseline: +1.9%

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

✅ re_expand_noaspect

Time: ✅ 30.030µs (SLO: <40.000µs 📉 -24.9%) vs baseline: +4.5%

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

✅ re_findall_aspect

Time: ✅ 2.924µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +1.4%

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

✅ re_findall_noaspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.7%

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

✅ re_finditer_aspect

Time: ✅ 4.472µs (SLO: <10.000µs 📉 -55.3%) vs baseline: +0.7%

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

✅ re_finditer_noaspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.4%

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

✅ re_fullmatch_aspect

Time: ✅ 2.654µs (SLO: <10.000µs 📉 -73.5%) vs baseline: -0.4%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.287µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.2%

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

✅ re_group_aspect

Time: ✅ 2.939µs (SLO: <10.000µs 📉 -70.6%) vs baseline: -0.5%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.8%

✅ re_group_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -1.5%

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

✅ re_groups_aspect

Time: ✅ 3.113µs (SLO: <10.000µs 📉 -68.9%) vs baseline: +1.0%

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

✅ re_groups_noaspect

Time: ✅ 1.714µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.5%

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

✅ re_match_aspect

Time: ✅ 2.739µs (SLO: <10.000µs 📉 -72.6%) vs baseline: +2.3%

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

✅ re_match_noaspect

Time: ✅ 1.295µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.3%

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

✅ re_search_aspect

Time: ✅ 2.552µs (SLO: <10.000µs 📉 -74.5%) vs baseline: -0.4%

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

✅ re_search_noaspect

Time: ✅ 1.202µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.1%

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

✅ re_sub_aspect

Time: ✅ 3.422µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -1.1%

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

✅ re_sub_noaspect

Time: ✅ 1.529µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.2%

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

✅ re_subn_aspect

Time: ✅ 3.702µs (SLO: <10.000µs 📉 -63.0%) vs baseline: +0.6%

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

✅ re_subn_noaspect

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.390µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.7%

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

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

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

✅ split_aspect

Time: ✅ 1.389µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.1%

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

✅ split_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

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

✅ splitlines_aspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.9%

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

✅ splitlines_noaspect

Time: ✅ 0.587µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.9%

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.129µs (SLO: <60.000µs 📉 -18.1%) vs baseline: -0.9%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.408ms (SLO: <42.000ms -3.8%) vs baseline: +0.7%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.6%

✅ add-link

Time: ✅ 36.369ms (SLO: <38.550ms -5.7%) vs baseline: +0.5%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 219.900ms (SLO: <232.000ms -5.2%) vs baseline: -1.0%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 212.117ms (SLO: <221.600ms -4.3%) vs baseline: +0.9%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 28.894ms (SLO: <31.300ms -7.7%) vs baseline: -0.8%

Memory: ✅ 34.465MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 29.121ms (SLO: <31.000ms -6.1%) vs baseline: +0.4%

Memory: ✅ 34.426MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 63.088ms (SLO: <65.850ms -4.2%) vs baseline: +0.2%

Memory: ✅ 34.977MB (SLO: <39.000MB 📉 -10.3%) vs baseline: +5.0%

✅ set-status

Time: ✅ 31.787ms (SLO: <34.150ms -6.9%) vs baseline: +0.6%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.9%

✅ start

Time: ✅ 28.682ms (SLO: <30.150ms -4.9%) vs baseline: +0.2%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +3.6%

✅ start-finish

Time: ✅ 33.811ms (SLO: <35.350ms -4.4%) vs baseline: -0.6%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 33.847ms (SLO: <35.450ms -4.5%) vs baseline: +0.6%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.4%

✅ update-name

Time: ✅ 30.897ms (SLO: <33.400ms -7.5%) vs baseline: +0.2%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.000ms (SLO: <354.300ms -3.5%) vs baseline: -0.8%

Memory: ✅ 37.954MB (SLO: <40.000MB -5.1%) vs baseline: +3.9%

✅ cache_on

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

Memory: ✅ 36.120MB (SLO: <39.000MB -7.4%) vs baseline: +4.8%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.127µs (SLO: <170.000µs -8.7%) vs baseline: +0.5%

Memory: ✅ 36.779MB (SLO: <38.500MB -4.5%) vs baseline: +5.2%

✅ import_many_cached

Time: ✅ 120.861µs (SLO: <130.000µs -7.0%) vs baseline: +0.1%

Memory: ✅ 37.078MB (SLO: <38.500MB -3.7%) vs baseline: +6.2%

✅ import_many_stdlib

Time: ✅ 1.628ms (SLO: <1.750ms -7.0%) vs baseline: -0.2%

Memory: ✅ 37.054MB (SLO: <38.500MB -3.8%) vs baseline: +4.6%

✅ import_many_stdlib_cached

Time: ✅ 0.979ms (SLO: <1.100ms 📉 -11.0%) vs baseline: -0.2%

Memory: ✅ 37.102MB (SLO: <38.500MB -3.6%) vs baseline: +4.9%

✅ import_many_unknown

Time: ✅ 831.838µs (SLO: <890.000µs -6.5%) vs baseline: -0.2%

Memory: ✅ 36.966MB (SLO: <38.500MB -4.0%) vs baseline: +4.3%

✅ import_many_unknown_cached

Time: ✅ 795.075µs (SLO: <870.000µs -8.6%) vs baseline: +0.1%

Memory: ✅ 36.696MB (SLO: <38.500MB -4.7%) vs baseline: +3.9%

✅ import_one

Time: ✅ 19.789µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.3%

Memory: ✅ 36.897MB (SLO: <39.000MB -5.4%) vs baseline: +5.0%

✅ import_one_cache

Time: ✅ 6.251µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -1.0%

Memory: ✅ 36.941MB (SLO: <38.500MB -4.0%) vs baseline: +4.7%

✅ import_one_stdlib

Time: ✅ 18.660µs (SLO: <20.000µs -6.7%) vs baseline: +0.4%

Memory: ✅ 36.928MB (SLO: <38.500MB -4.1%) vs baseline: +4.9%

✅ import_one_stdlib_cache

Time: ✅ 6.295µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.6%

Memory: ✅ 36.975MB (SLO: <38.500MB -4.0%) vs baseline: +5.1%

✅ import_one_unknown

Time: ✅ 45.426µs (SLO: <50.000µs -9.1%) vs baseline: +0.1%

Memory: ✅ 36.983MB (SLO: <38.500MB -3.9%) vs baseline: +5.1%

✅ import_one_unknown_cache

Time: ✅ 6.275µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 36.928MB (SLO: <38.500MB -4.1%) vs baseline: +5.1%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.1%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.405µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.3%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.354µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.1%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.378µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.2%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.6%

✅ no_rate_limit

Time: ✅ 0.833µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.2%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.8%

✅ short_window

Time: ✅ 2.495µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.4%

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

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.893ms (SLO: <320.950ms -3.8%) vs baseline: -0.1%

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.7%

✅ deep-profiled

Time: ✅ 329.449ms (SLO: <359.150ms -8.3%) vs baseline: +0.4%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +3.7%

✅ medium

Time: ✅ 7.098ms (SLO: <7.400ms -4.1%) vs baseline: +0.7%

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

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%) vs baseline: +0.2%

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

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.541µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -0.6%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.892µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.6%

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

✅ low_match

Time: ✅ 98.733µs (SLO: <120.000µs 📉 -17.7%) vs baseline: -0.6%

Memory: ✅ 600.950MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.667ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.5%

Memory: ✅ 68.294MB (SLO: <75.000MB -8.9%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.498µs (SLO: <20.000µs 📉 -47.5%) vs baseline: ~same

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

✅ all-enabled

Time: ✅ 39.998µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.7%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ collectipvariant_exists

Time: ✅ 40.645µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +0.7%

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

✅ no-collectipvariant

Time: ✅ 40.822µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +2.6%

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

✅ no-useragentvariant

Time: ✅ 38.505µs (SLO: <50.000µs 📉 -23.0%) vs baseline: +0.1%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.281µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +0.5%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.657µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +1.9%

Memory: ✅ 32.932MB (SLO: <34.000MB -3.1%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 77.581µs (SLO: <90.000µs 📉 -13.8%) vs baseline: +2.3%

Memory: ✅ 32.912MB (SLO: <34.000MB -3.2%) vs baseline: +4.6%

✅ obfuscation-send-querystring-disabled

Time: ✅ 155.188µs (SLO: <170.000µs -8.7%) vs baseline: +1.0%

Memory: ✅ 32.971MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.441µs (SLO: <160.000µs -6.6%) vs baseline: +1.0%

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.949µs (SLO: <170.000µs -8.3%) vs baseline: +1.0%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.423µs (SLO: <50.000µs 📉 -21.2%) vs baseline: ~same

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +4.5%

✅ useragentvariant_exists_2

Time: ✅ 40.465µs (SLO: <50.000µs 📉 -19.1%) vs baseline: -0.2%

Memory: ✅ 32.519MB (SLO: <34.000MB -4.4%) vs baseline: +4.7%

✅ useragentvariant_exists_3

Time: ✅ 40.650µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +1.8%

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

✅ useragentvariant_not_exists_1

Time: ✅ 39.534µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.6%

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

✅ useragentvariant_not_exists_2

Time: ✅ 40.124µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +1.9%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +5.2%

✅ span - 26/26

✅ add-event

Time: ✅ 20.328ms (SLO: <22.500ms -9.7%) vs baseline: +0.3%

Memory: ✅ 49.579MB (SLO: <53.000MB -6.5%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 90.624ms (SLO: <93.500ms -3.1%) vs baseline: ~same

Memory: ✅ 690.110MB (SLO: <961.000MB 📉 -28.2%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 147.750ms (SLO: <155.000ms -4.7%) vs baseline: ~same

Memory: ✅ 690.330MB (SLO: <962.500MB 📉 -28.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 18.899ms (SLO: <20.500ms -7.8%) vs baseline: +0.8%

Memory: ✅ 48.508MB (SLO: <53.000MB -8.5%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 19.043ms (SLO: <20.500ms -7.1%) vs baseline: -0.3%

Memory: ✅ 48.535MB (SLO: <53.000MB -8.4%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 37.631ms (SLO: <40.000ms -5.9%) vs baseline: ~same

Memory: ✅ 42.501MB (SLO: <53.000MB 📉 -19.8%) vs baseline: +4.8%

✅ set-status

Time: ✅ 20.816ms (SLO: <22.000ms -5.4%) vs baseline: +0.5%

Memory: ✅ 48.451MB (SLO: <53.000MB -8.6%) vs baseline: +4.9%

✅ start

Time: ✅ 18.774ms (SLO: <20.500ms -8.4%) vs baseline: -0.3%

Memory: ✅ 48.562MB (SLO: <53.000MB -8.4%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 51.349ms (SLO: <52.500ms -2.2%) vs baseline: +0.2%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 52.821ms (SLO: <54.500ms -3.1%) vs baseline: ~same

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

✅ start-finish-traceid128

Time: ✅ 54.861ms (SLO: <57.000ms -3.8%) vs baseline: +0.2%

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

✅ start-traceid128

Time: ✅ 19.329ms (SLO: <22.500ms 📉 -14.1%) vs baseline: +0.8%

Memory: ✅ 48.459MB (SLO: <53.000MB -8.6%) vs baseline: +5.0%

✅ update-name

Time: ✅ 19.266ms (SLO: <22.000ms 📉 -12.4%) vs baseline: ~same

Memory: ✅ 49.105MB (SLO: <53.000MB -7.3%) vs baseline: +4.7%

✅ tracer - 6/6

✅ large

Time: ✅ 30.336ms (SLO: <32.950ms -7.9%) vs baseline: +0.9%

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.8%

✅ medium

Time: ✅ 2.983ms (SLO: <3.200ms -6.8%) vs baseline: +1.0%

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

✅ small

Time: ✅ 335.443µs (SLO: <370.000µs -9.3%) vs baseline: +0.5%

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

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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@sabrenner