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fix(llmobs): add anthropic provider in openai integration #15517

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fix(llmobs): add anthropic provider in openai integration #15517

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@XG-xin XG-xin commented Dec 4, 2025

Description

Testing

Risks

Additional Notes

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github-actions bot commented Dec 4, 2025

CODEOWNERS have been resolved as:

ddtrace/llmobs/_integrations/openai.py                                  @DataDog/ml-observability

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github-actions bot commented Dec 4, 2025

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 247 ± 3 ms.

The average import time from base is: 247 ± 2 ms.

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

The difference is not statistically significant (z = -1.70).

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.440 ms (0.99%)
ddtrace 1.317 ms (0.53%)
ddtrace._logger 0.646 ms (0.26%)
ddtrace.internal.telemetry 0.646 ms (0.26%)
ddtrace.internal.telemetry.writer 0.646 ms (0.26%)
ddtrace.internal.utils.version 0.646 ms (0.26%)
ddtrace.version 0.646 ms (0.26%)
ddtrace.internal._unpatched 0.028 ms (0.01%)
json 0.028 ms (0.01%)
json.decoder 0.028 ms (0.01%)
re 0.028 ms (0.01%)
enum 0.028 ms (0.01%)
types 0.028 ms (0.01%)
ddtrace.bootstrap.sitecustomize 1.123 ms (0.45%)
ddtrace.bootstrap.preload 1.123 ms (0.45%)
ddtrace.internal.remoteconfig.client 0.619 ms (0.25%)

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Performance SLOs

Comparing candidate xinyuan/add-anthropic-provider-openai (f7b9da8) with baseline main (cdc72b2)

📈 Performance Regressions (3 suites)
📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.0%

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

✅ add_inplace_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.5%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +1.0%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.0%

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.0%

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

✅ bytearray_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.2%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.7%

✅ bytearray_extend_aspect

Time: ✅ 1.488µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -1.4%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.5%

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

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.4%

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

✅ bytes_aspect

Time: ✅ 1.306µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +1.9%

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

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.9%

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

✅ bytesio_aspect

Time: ✅ 1.333µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -0.8%

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

✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.9%

Memory: ✅ 40.462MB (SLO: <41.500MB -2.5%) vs baseline: +5.2%

✅ capitalize_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.4%

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

✅ capitalize_noaspect

Time: ✅ 0.435µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.8%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +5.1%

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.9%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ casefold_noaspect

Time: ✅ 0.365µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -1.7%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.2%

✅ decode_aspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.8%

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

✅ decode_noaspect

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

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.5%

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.1%

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

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.7%

Memory: ✅ 40.501MB (SLO: <41.500MB -2.4%) vs baseline: +5.5%

✅ format_aspect

Time: ✅ 3.414µs (SLO: <10.000µs 📉 -65.9%) vs baseline: -0.7%

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

✅ format_map_aspect

Time: ✅ 3.533µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -1.2%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ format_map_noaspect

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

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.3%

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.8%

Memory: ✅ 40.462MB (SLO: <41.500MB -2.5%) vs baseline: +5.5%

✅ index_aspect

Time: ✅ 0.354µs (SLO: <10.000µs 📉 -96.5%) vs baseline: -0.6%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ index_noaspect

Time: ✅ 0.281µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.3%

Memory: ✅ 40.541MB (SLO: <41.500MB -2.3%) vs baseline: +5.5%

✅ join_aspect

Time: ✅ 1.337µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.5%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ join_noaspect

Time: ✅ 0.488µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.8%

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

✅ ljust_aspect

Time: ✅ 2.905µs (SLO: <20.000µs 📉 -85.5%) vs baseline: 📈 +14.0%

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

✅ ljust_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.9%

Memory: ✅ 40.482MB (SLO: <41.500MB -2.5%) vs baseline: +5.5%

✅ lower_aspect

Time: ✅ 2.294µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +2.5%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.4%

✅ lower_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.9%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.7%

✅ lstrip_aspect

Time: ✅ 2.262µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.5%

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

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.4%

Memory: ✅ 40.423MB (SLO: <41.500MB -2.6%) vs baseline: +5.0%

✅ modulo_aspect

Time: ✅ 1.052µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +5.4%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.537µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -1.6%

Memory: ✅ 40.029MB (SLO: <41.500MB -3.5%) vs baseline: +4.4%

✅ modulo_aspect_for_bytes

Time: ✅ 0.977µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.1%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.245µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +2.2%

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

✅ modulo_noaspect

Time: ✅ 0.625µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.6%

Memory: ✅ 40.560MB (SLO: <41.500MB -2.3%) vs baseline: +5.6%

✅ replace_aspect

Time: ✅ 4.866µs (SLO: <10.000µs 📉 -51.3%) vs baseline: -1.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.3%

Memory: ✅ 40.639MB (SLO: <41.500MB -2.1%) vs baseline: +6.1%

✅ repr_aspect

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.2%

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

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.4%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.6%

✅ rstrip_aspect

Time: ✅ 1.945µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +0.8%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +5.1%

✅ rstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 40.600MB (SLO: <41.500MB -2.2%) vs baseline: +6.0%

✅ slice_aspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ slice_noaspect

Time: ✅ 0.451µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +1.0%

Memory: ✅ 40.501MB (SLO: <41.500MB -2.4%) vs baseline: +5.6%

✅ stringio_aspect

Time: ✅ 1.538µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.1%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ stringio_noaspect

Time: ✅ 0.719µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.8%

Memory: ✅ 40.541MB (SLO: <41.500MB -2.3%) vs baseline: +5.8%

✅ strip_aspect

Time: ✅ 2.224µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.2%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ strip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

Memory: ✅ 40.600MB (SLO: <41.500MB -2.2%) vs baseline: +5.9%

✅ swapcase_aspect

Time: ✅ 2.491µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +2.7%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ swapcase_noaspect

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

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.5%

✅ title_aspect

Time: ✅ 2.419µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +0.6%

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

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.4%

Memory: ✅ 40.600MB (SLO: <41.500MB -2.2%) vs baseline: +5.5%

✅ translate_aspect

Time: ✅ 3.310µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +0.3%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ translate_noaspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.2%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ upper_aspect

Time: ✅ 2.303µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +2.1%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.6%

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

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.147µs (SLO: <10.000µs 📉 -48.5%) vs baseline: 📈 +24.2%

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

✅ ospathbasename_noaspect

Time: ✅ 1.084µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.7%

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

✅ ospathjoin_aspect

Time: ✅ 6.155µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.7%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ ospathjoin_noaspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.9%

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +4.1%

✅ ospathnormcase_aspect

Time: ✅ 3.404µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -0.2%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ ospathnormcase_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.5%

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

✅ ospathsplit_aspect

Time: ✅ 4.727µs (SLO: <10.000µs 📉 -52.7%) vs baseline: -0.1%

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

✅ ospathsplit_noaspect

Time: ✅ 1.586µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.4%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.5%

✅ ospathsplitdrive_aspect

Time: ✅ 3.617µs (SLO: <10.000µs 📉 -63.8%) vs baseline: -1.3%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.698µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.4%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 4.500µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +0.3%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.3%

✅ ospathsplitext_noaspect

Time: ✅ 1.395µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.8%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.4%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.406µs (SLO: <20.000µs 📉 -83.0%) vs baseline: 📈 +15.4%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ 1-count-metrics-100-times

Time: ✅ 200.577µs (SLO: <220.000µs -8.8%) vs baseline: -0.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.308µs (SLO: <20.000µs 📉 -83.5%) vs baseline: -0.1%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 219.507µs (SLO: <230.000µs -4.6%) vs baseline: +1.0%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.171µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.5%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.174µs (SLO: <150.000µs -9.2%) vs baseline: -0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

✅ 1-rate-metric-1-times

Time: ✅ 3.101µs (SLO: <20.000µs 📉 -84.5%) vs baseline: +0.2%

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

✅ 1-rate-metrics-100-times

Time: ✅ 216.522µs (SLO: <250.000µs 📉 -13.4%) vs baseline: +0.5%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.492ms (SLO: <22.000ms -6.9%) vs baseline: +1.3%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.257ms (SLO: <2.550ms 📉 -11.5%) vs baseline: -2.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.411ms (SLO: <1.550ms -9.0%) vs baseline: +0.5%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ 100-rate-metrics-100-times

Time: ✅ 2.212ms (SLO: <2.550ms 📉 -13.2%) vs baseline: -0.5%

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

✅ flush-1-metric

Time: ✅ 4.621µs (SLO: <20.000µs 📉 -76.9%) vs baseline: ~same

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.4%

✅ flush-100-metrics

Time: ✅ 176.013µs (SLO: <250.000µs 📉 -29.6%) vs baseline: +0.4%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.186ms (SLO: <2.500ms 📉 -12.5%) vs baseline: +0.2%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.1%

🟡 Near SLO Breach (14 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.268µs (SLO: <20.000µs 📉 -33.7%) vs baseline: -0.5%

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

✅ context_with_data_no_listeners

Time: ✅ 3.273µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.6%

✅ get_item_exists

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.8%

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

✅ get_item_missing

Time: ✅ 0.633µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.2%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.5%

✅ set_item

Time: ✅ 24.242µs (SLO: <30.000µs 📉 -19.2%) vs baseline: +1.0%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.596ms (SLO: <22.300ms 📉 -12.1%) vs baseline: ~same

Memory: ✅ 67.790MB (SLO: <70.500MB -3.8%) vs baseline: +4.6%

✅ exception-replay-enabled

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

Memory: ✅ 66.166MB (SLO: <67.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.555ms (SLO: <22.250ms 📉 -12.1%) vs baseline: ~same

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.5%

✅ profiler

Time: ✅ 15.446ms (SLO: <16.550ms -6.7%) vs baseline: ~same

Memory: ✅ 56.223MB (SLO: <57.500MB -2.2%) vs baseline: +4.6%

✅ resource-renaming

Time: ✅ 19.569ms (SLO: <21.750ms 📉 -10.0%) vs baseline: +0.7%

Memory: ✅ 67.908MB (SLO: <70.500MB -3.7%) vs baseline: +4.5%

✅ span-code-origin

Time: ✅ 19.938ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.6%

Memory: ✅ 68.037MB (SLO: <71.000MB -4.2%) vs baseline: +5.0%

✅ tracer

Time: ✅ 19.587ms (SLO: <21.750ms -9.9%) vs baseline: ~same

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.4%

✅ tracer-and-profiler

Time: ✅ 21.762ms (SLO: <23.500ms -7.4%) vs baseline: +2.3%

Memory: ✅ 69.265MB (SLO: <71.000MB -2.4%) vs baseline: +4.7%

✅ tracer-dont-create-db-spans

Time: ✅ 19.633ms (SLO: <21.500ms -8.7%) vs baseline: -0.5%

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.4%

✅ tracer-minimal

Time: ✅ 16.795ms (SLO: <17.500ms -4.0%) vs baseline: -0.3%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.501ms (SLO: <21.750ms 📉 -10.3%) vs baseline: +0.4%

Memory: ✅ 68.007MB (SLO: <72.500MB -6.2%) vs baseline: +4.7%

✅ tracer-no-caches

Time: ✅ 17.581ms (SLO: <19.650ms 📉 -10.5%) vs baseline: -0.3%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 19.090ms (SLO: <20.100ms -5.0%) vs baseline: ~same

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.290ms (SLO: <21.500ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.488ms (SLO: <22.000ms 📉 -11.4%) vs baseline: +0.7%

Memory: ✅ 67.869MB (SLO: <70.500MB -3.7%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.353ms (SLO: <19.850ms 📉 -17.6%) vs baseline: +0.6%

Memory: ✅ 69.755MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.299ms (SLO: <19.400ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.656MB (SLO: <70.000MB 🟡 -0.5%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.386ms (SLO: <19.450ms 📉 -15.8%) vs baseline: +0.5%

Memory: ✅ 69.767MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +5.0%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.377ms (SLO: <4.750ms 📉 -28.9%) vs baseline: -0.5%

Memory: ✅ 55.370MB (SLO: <66.500MB 📉 -16.7%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 2.859ms (SLO: <6.750ms 📉 -57.6%) vs baseline: +0.2%

Memory: ✅ 55.529MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 3.402ms (SLO: <4.750ms 📉 -28.4%) vs baseline: +0.5%

Memory: ✅ 55.411MB (SLO: <66.500MB 📉 -16.7%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.871ms (SLO: <2.000ms -6.5%) vs baseline: +0.3%

Memory: ✅ 47.899MB (SLO: <49.500MB -3.2%) vs baseline: +4.7%

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.1%) vs baseline: +0.2%

Memory: ✅ 44.559MB (SLO: <49.000MB -9.1%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.912ms (SLO: <2.100ms -9.0%) vs baseline: +0.4%

Memory: ✅ 48.708MB (SLO: <50.000MB -2.6%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 3.350ms (SLO: <3.650ms -8.2%) vs baseline: ~same

Memory: ✅ 55.413MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: -0.1%

Memory: ✅ 55.432MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: -0.2%

Memory: ✅ 55.391MB (SLO: <60.000MB -7.7%) vs baseline: +4.6%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.062ms (SLO: <4.200ms 📉 -50.9%) vs baseline: +0.4%

Memory: ✅ 55.443MB (SLO: <66.000MB 📉 -16.0%) vs baseline: +5.0%

✅ iast-enabled

Time: ✅ 2.070ms (SLO: <2.800ms 📉 -26.1%) vs baseline: ~same

Memory: ✅ 55.384MB (SLO: <62.500MB 📉 -11.4%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.250ms -8.4%) vs baseline: +0.1%

Memory: ✅ 55.424MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.483µs (SLO: <100.000µs 📉 -18.5%) vs baseline: +0.4%

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

✅ b3_headers

Time: ✅ 14.310µs (SLO: <20.000µs 📉 -28.4%) vs baseline: +0.9%

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

✅ b3_single_headers

Time: ✅ 13.336µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +0.2%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.910µs (SLO: <80.000µs 📉 -20.1%) vs baseline: +0.2%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.448µs (SLO: <80.000µs 📉 -13.2%) vs baseline: +5.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ empty_headers

Time: ✅ 1.622µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ full_t_id_datadog_headers

Time: ✅ 22.692µs (SLO: <30.000µs 📉 -24.4%) vs baseline: +1.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ invalid_priority_header

Time: ✅ 6.535µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.4%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ invalid_span_id_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ invalid_tags_header

Time: ✅ 6.538µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.8%

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

✅ invalid_trace_id_header

Time: ✅ 6.488µs (SLO: <10.000µs 📉 -35.1%) vs baseline: ~same

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

✅ large_header_no_matches

Time: ✅ 27.685µs (SLO: <30.000µs -7.7%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ large_valid_headers_all

Time: ✅ 28.772µs (SLO: <40.000µs 📉 -28.1%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.846µs (SLO: <20.000µs 📉 -50.8%) vs baseline: +0.3%

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

✅ medium_valid_headers_all

Time: ✅ 11.265µs (SLO: <20.000µs 📉 -43.7%) vs baseline: ~same

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

✅ none_propagation_style

Time: ✅ 1.711µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ tracecontext_headers

Time: ✅ 34.840µs (SLO: <40.000µs 📉 -12.9%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ valid_headers_all

Time: ✅ 6.548µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.8%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.5%

✅ valid_headers_basic

Time: ✅ 6.145µs (SLO: <10.000µs 📉 -38.6%) vs baseline: +1.1%

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

✅ wsgi_empty_headers

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ wsgi_invalid_priority_header

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.6%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.630µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.4%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.589µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.3%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.3%

✅ wsgi_invalid_trace_id_header

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

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.815µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.3%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.867µs (SLO: <40.000µs 📉 -25.3%) vs baseline: +0.3%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.132µs (SLO: <20.000µs 📉 -49.3%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.2%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.514µs (SLO: <20.000µs 📉 -42.4%) vs baseline: -0.6%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.568µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.135µs (SLO: <10.000µs 📉 -38.6%) vs baseline: +0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.020µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +4.3%

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

✅ with_all

Time: ✅ 27.909µs (SLO: <40.000µs 📉 -30.2%) vs baseline: -0.3%

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

✅ with_dd_origin

Time: ✅ 24.804µs (SLO: <30.000µs 📉 -17.3%) vs baseline: +0.5%

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

✅ with_priority_and_origin

Time: ✅ 24.266µs (SLO: <40.000µs 📉 -39.3%) vs baseline: +0.4%

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

✅ with_sampling_priority

Time: ✅ 21.115µs (SLO: <30.000µs 📉 -29.6%) vs baseline: ~same

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

✅ with_tags

Time: ✅ 26.051µs (SLO: <40.000µs 📉 -34.9%) vs baseline: +0.3%

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

✅ with_tags_invalid

Time: ✅ 27.553µs (SLO: <40.000µs 📉 -31.1%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ with_tags_max_size

Time: ✅ 26.468µs (SLO: <40.000µs 📉 -33.8%) vs baseline: -0.4%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.842µs (SLO: <40.000µs 📉 -15.4%) vs baseline: +5.8%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

✅ re_expand_noaspect

Time: ✅ 28.575µs (SLO: <40.000µs 📉 -28.6%) vs baseline: -0.6%

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

✅ re_findall_aspect

Time: ✅ 2.912µs (SLO: <10.000µs 📉 -70.9%) vs baseline: ~same

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +3.9%

✅ re_findall_noaspect

Time: ✅ 1.405µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.7%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.6%

✅ re_finditer_aspect

Time: ✅ 4.464µs (SLO: <10.000µs 📉 -55.4%) vs baseline: -0.1%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.3%

✅ re_finditer_noaspect

Time: ✅ 1.418µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +1.0%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_fullmatch_aspect

Time: ✅ 2.721µs (SLO: <10.000µs 📉 -72.8%) vs baseline: -0.3%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.4%

✅ re_fullmatch_noaspect

Time: ✅ 1.325µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.7%

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

✅ re_group_aspect

Time: ✅ 3.004µs (SLO: <10.000µs 📉 -70.0%) vs baseline: +0.6%

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

✅ re_group_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.8%

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

✅ re_groups_aspect

Time: ✅ 3.149µs (SLO: <10.000µs 📉 -68.5%) vs baseline: +0.7%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 1.716µs (SLO: <10.000µs 📉 -82.8%) vs baseline: -0.5%

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

✅ re_match_aspect

Time: ✅ 2.813µs (SLO: <10.000µs 📉 -71.9%) vs baseline: +2.8%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ re_match_noaspect

Time: ✅ 1.329µs (SLO: <10.000µs 📉 -86.7%) vs baseline: ~same

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.583µs (SLO: <10.000µs 📉 -74.2%) vs baseline: +0.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ re_search_noaspect

Time: ✅ 1.193µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.2%

Memory: ✅ 39.990MB (SLO: <41.000MB -2.5%) vs baseline: +4.1%

✅ re_sub_aspect

Time: ✅ 3.502µs (SLO: <10.000µs 📉 -65.0%) vs baseline: +1.5%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ re_sub_noaspect

Time: ✅ 1.527µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.2%

✅ re_subn_aspect

Time: ✅ 3.675µs (SLO: <10.000µs 📉 -63.3%) vs baseline: -0.3%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_subn_noaspect

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.6%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.4%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.661ms (SLO: <47.150ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 39.493MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 262.169ms (SLO: <344.800ms 📉 -24.0%) vs baseline: +0.6%

Memory: ✅ 43.839MB (SLO: <47.500MB -7.7%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 318.639ms (SLO: <321.000ms 🟡 -0.7%) vs baseline: +0.5%

Memory: ✅ 43.658MB (SLO: <47.500MB -8.1%) vs baseline: +5.0%

✅ get-context

Time: ✅ 79.981ms (SLO: <92.350ms 📉 -13.4%) vs baseline: ~same

Memory: ✅ 39.617MB (SLO: <46.500MB 📉 -14.8%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 37.224ms (SLO: <44.500ms 📉 -16.3%) vs baseline: +0.5%

Memory: ✅ 39.517MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.235ms (SLO: <67.650ms 📉 -13.9%) vs baseline: ~same

Memory: ✅ 39.870MB (SLO: <47.000MB 📉 -15.2%) vs baseline: +5.0%

✅ set-status

Time: ✅ 43.428ms (SLO: <50.400ms 📉 -13.8%) vs baseline: -0.5%

Memory: ✅ 39.424MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.7%

✅ start

Time: ✅ 37.353ms (SLO: <43.450ms 📉 -14.0%) vs baseline: +2.1%

Memory: ✅ 39.369MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 81.957ms (SLO: <88.000ms -6.9%) vs baseline: +0.2%

Memory: ✅ 37.257MB (SLO: <46.500MB 📉 -19.9%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.408ms (SLO: <89.000ms -6.3%) vs baseline: ~same

Memory: ✅ 37.356MB (SLO: <46.500MB 📉 -19.7%) vs baseline: +5.1%

✅ update-name

Time: ✅ 38.131ms (SLO: <45.150ms 📉 -15.5%) vs baseline: +0.5%

Memory: ✅ 39.532MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.8%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.6%

✅ high_rate_limit

Time: ✅ 2.419µs (SLO: <10.000µs 📉 -75.8%) vs baseline: -0.5%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ long_window

Time: ✅ 2.385µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -0.1%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ low_rate_limit

Time: ✅ 2.370µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.2%

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

✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ short_window

Time: ✅ 2.500µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.2%

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

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.289ms (SLO: <320.950ms -3.9%) vs baseline: -0.2%

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

✅ deep-profiled

Time: ✅ 327.951ms (SLO: <359.150ms -8.7%) vs baseline: -0.1%

Memory: ✅ 39.754MB (SLO: <40.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ medium

Time: ✅ 7.017ms (SLO: <7.400ms -5.2%) vs baseline: +0.4%

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

✅ shallow

Time: ✅ 0.948ms (SLO: <1.050ms -9.7%) vs baseline: +1.3%

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

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.661µs (SLO: <20.000µs 📉 -46.7%) vs baseline: +0.7%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +5.3%

✅ all-enabled

Time: ✅ 41.162µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +2.5%

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

✅ collectipvariant_exists

Time: ✅ 40.770µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.6%

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.254µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +0.4%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ no-useragentvariant

Time: ✅ 38.940µs (SLO: <50.000µs 📉 -22.1%) vs baseline: +1.0%

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.4%

✅ obfuscation-no-query

Time: ✅ 40.535µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.6%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +5.3%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.228µs (SLO: <90.000µs 📉 -15.3%) vs baseline: +0.4%

Memory: ✅ 35.763MB (SLO: <36.500MB -2.0%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.596µs (SLO: <90.000µs 📉 -14.9%) vs baseline: -0.2%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.6%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.366µs (SLO: <170.000µs -9.2%) vs baseline: +0.2%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.754µs (SLO: <160.000µs -7.0%) vs baseline: +0.1%

Memory: ✅ 35.566MB (SLO: <36.500MB -2.6%) vs baseline: +4.5%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.865µs (SLO: <170.000µs -8.9%) vs baseline: -0.4%

Memory: ✅ 35.763MB (SLO: <36.500MB -2.0%) vs baseline: +5.1%

✅ useragentvariant_exists_1

Time: ✅ 39.516µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.4%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.9%

✅ useragentvariant_exists_2

Time: ✅ 40.759µs (SLO: <50.000µs 📉 -18.5%) vs baseline: ~same

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ useragentvariant_exists_3

Time: ✅ 40.093µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.3%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.920µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.6%

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.631µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.3%

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

🟡 span - 26/26

✅ add-event

Time: ✅ 18.131ms (SLO: <22.500ms 📉 -19.4%) vs baseline: ~same

Memory: ✅ 36.862MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 89.153ms (SLO: <93.500ms -4.6%) vs baseline: +0.9%

Memory: ✅ 41.061MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 142.073ms (SLO: <155.000ms -8.3%) vs baseline: -0.4%

Memory: ✅ 41.083MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.7%

✅ get-context

Time: ✅ 17.088ms (SLO: <20.500ms 📉 -16.6%) vs baseline: +0.7%

Memory: ✅ 36.626MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 17.290ms (SLO: <20.500ms 📉 -15.7%) vs baseline: -0.2%

Memory: ✅ 36.705MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 36.548ms (SLO: <40.000ms -8.6%) vs baseline: +0.1%

Memory: ✅ 37.229MB (SLO: <53.000MB 📉 -29.8%) vs baseline: +4.9%

✅ set-status

Time: ✅ 18.705ms (SLO: <22.000ms 📉 -15.0%) vs baseline: +0.3%

Memory: ✅ 36.607MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.4%

✅ start

Time: ✅ 17.430ms (SLO: <20.500ms 📉 -15.0%) vs baseline: +3.3%

Memory: ✅ 36.650MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.113ms (SLO: <52.500ms -2.6%) vs baseline: -0.1%

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

✅ start-finish-telemetry

Time: ✅ 52.066ms (SLO: <54.500ms -4.5%) vs baseline: -0.3%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ start-finish-traceid128

Time: ✅ 54.128ms (SLO: <57.000ms -5.0%) vs baseline: +0.2%

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

✅ start-traceid128

Time: ✅ 17.301ms (SLO: <22.500ms 📉 -23.1%) vs baseline: +0.9%

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

✅ update-name

Time: ✅ 17.322ms (SLO: <22.000ms 📉 -21.3%) vs baseline: ~same

Memory: ✅ 36.699MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.4%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.178ms (SLO: <32.950ms 📉 -11.4%) vs baseline: +0.2%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ medium

Time: ✅ 2.888ms (SLO: <3.200ms -9.8%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ small

Time: ✅ 330.722µs (SLO: <370.000µs 📉 -10.6%) vs baseline: +0.9%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.8%

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

✅ import_many

Time: ✅ 154.727µs (SLO: <170.000µs -9.0%) vs baseline: -0.2%

Memory: ✅ 39.694MB (SLO: <41.000MB -3.2%) vs baseline: +5.0%

✅ import_many_cached

Time: ✅ 121.149µs (SLO: <130.000µs -6.8%) vs baseline: +0.2%

Memory: ✅ 39.817MB (SLO: <41.000MB -2.9%) vs baseline: +5.0%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -57.0%) vs baseline: ~same

Memory: ✅ 39.662MB (SLO: <41.000MB -3.3%) vs baseline: +4.9%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: ~same

Memory: ✅ 39.495MB (SLO: <41.000MB -3.7%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 830.675µs (SLO: <890.000µs -6.7%) vs baseline: +0.4%

Memory: ✅ 39.679MB (SLO: <41.000MB -3.2%) vs baseline: +4.6%

✅ import_many_unknown_cached

Time: ✅ 792.192µs (SLO: <870.000µs -8.9%) vs baseline: -0.5%

Memory: ✅ 39.507MB (SLO: <41.000MB -3.6%) vs baseline: +3.6%

✅ import_one

Time: ✅ 19.755µs (SLO: <30.000µs 📉 -34.1%) vs baseline: +0.4%

Memory: ✅ 39.607MB (SLO: <41.000MB -3.4%) vs baseline: +4.1%

✅ import_one_cache

Time: ✅ 6.247µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.6%

Memory: ✅ 39.664MB (SLO: <41.000MB -3.3%) vs baseline: +4.9%

✅ import_one_stdlib

Time: ✅ 18.731µs (SLO: <20.000µs -6.3%) vs baseline: +0.2%

Memory: ✅ 39.720MB (SLO: <41.000MB -3.1%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.256µs (SLO: <10.000µs 📉 -37.4%) vs baseline: ~same

Memory: ✅ 39.740MB (SLO: <41.000MB -3.1%) vs baseline: +5.5%

✅ import_one_unknown

Time: ✅ 45.521µs (SLO: <50.000µs -9.0%) vs baseline: +0.4%

Memory: ✅ 39.859MB (SLO: <41.000MB -2.8%) vs baseline: +5.3%

✅ import_one_unknown_cache

Time: ✅ 6.262µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.5%

Memory: ✅ 39.728MB (SLO: <41.000MB -3.1%) vs baseline: +5.0%

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

✅ errortracking-enabled-all

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

Memory: ✅ 55.302MB (SLO: <56.500MB -2.1%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.073ms (SLO: <2.250ms -7.9%) vs baseline: ~same

Memory: ✅ 55.267MB (SLO: <56.500MB -2.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.063ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.1%

Memory: ✅ 55.305MB (SLO: <56.500MB -2.1%) vs baseline: +4.9%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.561µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +6.1%

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

✅ rsplit_noaspect

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.1%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ split_aspect

Time: ✅ 1.449µs (SLO: <10.000µs 📉 -85.5%) vs baseline: +1.0%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.1%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ splitlines_aspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: ~same

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

✅ splitlines_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

Memory: ✅ 40.029MB (SLO: <41.000MB -2.4%) vs baseline: +4.3%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.489µs (SLO: <60.000µs 📉 -19.2%) vs baseline: +0.2%

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

✅ propagation_enabled

Time: ✅ 175.077µs (SLO: <190.000µs -7.9%) vs baseline: -0.2%

Memory: ✅ 40.029MB (SLO: <42.000MB -4.7%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.919ms (SLO: <2.300ms 📉 -16.6%) vs baseline: -0.6%

Memory: ✅ 40.088MB (SLO: <42.000MB -4.6%) vs baseline: +4.7%

✅ propagation_enabled_1000

Time: ✅ 32.682ms (SLO: <34.550ms -5.4%) vs baseline: +0.3%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.707ms (SLO: <42.000ms -3.1%) vs baseline: +1.3%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +5.1%

✅ add-link

Time: ✅ 36.327ms (SLO: <38.550ms -5.8%) vs baseline: +0.7%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 220.655ms (SLO: <232.000ms -4.9%) vs baseline: +1.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.5%

✅ add-tags

Time: ✅ 210.914ms (SLO: <221.600ms -4.8%) vs baseline: -0.4%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ get-context

Time: ✅ 29.097ms (SLO: <31.300ms -7.0%) vs baseline: +0.3%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.4%

✅ is-recording

Time: ✅ 29.182ms (SLO: <31.000ms -5.9%) vs baseline: +0.5%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.127ms (SLO: <65.850ms -4.1%) vs baseline: +0.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.0%

✅ set-status

Time: ✅ 31.885ms (SLO: <34.150ms -6.6%) vs baseline: +0.5%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ start

Time: ✅ 29.388ms (SLO: <30.150ms -2.5%) vs baseline: +2.5%

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

✅ start-finish

Time: ✅ 34.028ms (SLO: <35.350ms -3.7%) vs baseline: +0.5%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.5%

✅ start-finish-telemetry

Time: ✅ 34.216ms (SLO: <35.450ms -3.5%) vs baseline: +0.6%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +3.9%

✅ update-name

Time: ✅ 30.987ms (SLO: <33.400ms -7.2%) vs baseline: -0.3%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.911ms (SLO: <354.300ms -3.2%) vs baseline: -0.8%

Memory: ✅ 40.576MB (SLO: <41.500MB -2.2%) vs baseline: +5.0%

✅ cache_on

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 39.072MB (SLO: <41.000MB -4.7%) vs baseline: +4.4%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.751µs (SLO: <290.000µs 📉 -52.5%) vs baseline: +0.3%

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

✅ high_match

Time: ✅ 176.140µs (SLO: <480.000µs 📉 -63.3%) vs baseline: +1.9%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

✅ low_match

Time: ✅ 99.167µs (SLO: <120.000µs 📉 -17.4%) vs baseline: -0.5%

Memory: ✅ 603.467MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.666ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.2%

Memory: ✅ 70.948MB (SLO: <75.000MB -5.4%) vs baseline: +4.8%

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

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@XG-xin