feat(llmobs): emitting reasoning tokens metric for GenAI integration

[XG-xin]

Description

Testing

Risks

Additional Notes

[github-actions]

CODEOWNERS have been resolved as:

ddtrace/llmobs/_integrations/google_utils.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: 256 ± 7 ms.

The average import time from base is: 261 ± 6 ms.

The import time difference between this PR and base is: -5.1 ± 0.3 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.880 ms (1.13%)

ddtrace.bootstrap.sitecustomize 1.489 ms (0.58%)

ddtrace.bootstrap.preload 1.489 ms (0.58%)

ddtrace.internal.remoteconfig.client 0.704 ms (0.28%)

ddtrace 1.391 ms (0.54%)

ddtrace._logger 0.703 ms (0.28%)

ddtrace.internal.telemetry 0.703 ms (0.28%)

ddtrace.internal.telemetry.writer 0.703 ms (0.28%)

ddtrace.internal.utils.version 0.703 ms (0.28%)

ddtrace.version 0.703 ms (0.28%)

ddtrace.internal._unpatched 0.032 ms (0.01%)

json 0.032 ms (0.01%)

json.decoder 0.032 ms (0.01%)

re 0.032 ms (0.01%)

enum 0.032 ms (0.01%)

types 0.032 ms (0.01%)

[pr-commenter]

Performance SLOs

Comparing candidate xinyuan/add-reasoning-tokens-genai (8d9653f) with baseline main (d238908)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.330µs (SLO: <10.000µs 📉 -96.7%) vs baseline: 📉 -18.2%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.4%

---

✅ add_inplace_aspect

Time: ✅ 0.330µs (SLO: <10.000µs 📉 -96.7%) vs baseline: 📉 -18.4%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: -0.2%

---

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.8%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.3%

---

✅ add_noaspect

Time: ✅ 0.283µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.8%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.4%

---

✅ bytearray_aspect

Time: ✅ 1.286µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -4.4%

Memory: ✅ 38.280MB (SLO: <41.500MB -7.8%) vs baseline: -0.5%

---

✅ bytearray_extend_aspect

Time: ✅ 1.463µs (SLO: <10.000µs 📉 -85.4%) vs baseline: -2.6%

Memory: ✅ 38.319MB (SLO: <41.500MB -7.7%) vs baseline: -0.5%

---

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.7%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: +0.3%

---

✅ bytearray_noaspect

Time: ✅ 0.483µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.8%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.7%

---

✅ bytes_aspect

Time: ✅ 1.274µs (SLO: <10.000µs 📉 -87.3%) vs baseline: -0.9%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: ~same

---

✅ bytes_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

Memory: ✅ 38.201MB (SLO: <41.500MB -7.9%) vs baseline: -0.2%

---

✅ bytesio_aspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -2.1%

Memory: ✅ 38.299MB (SLO: <41.500MB -7.7%) vs baseline: -0.4%

---

✅ bytesio_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 38.299MB (SLO: <41.500MB -7.7%) vs baseline: -0.2%

---

✅ capitalize_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -1.2%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.3%

---

✅ capitalize_noaspect

Time: ✅ 0.439µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +1.1%

Memory: ✅ 38.181MB (SLO: <41.500MB -8.0%) vs baseline: -0.6%

---

✅ casefold_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.7%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: ~same

---

✅ casefold_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: -0.4%

---

✅ decode_aspect

Time: ✅ 0.727µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.7%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: ~same

---

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.9%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: -0.3%

---

✅ encode_aspect

Time: ✅ 0.707µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.8%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: +0.2%

---

✅ encode_noaspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +2.2%

Memory: ✅ 38.280MB (SLO: <41.500MB -7.8%) vs baseline: -0.3%

---

✅ format_aspect

Time: ✅ 3.434µs (SLO: <10.000µs 📉 -65.7%) vs baseline: -0.5%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.5%

---

✅ format_map_aspect

Time: ✅ 4.179µs (SLO: <10.000µs 📉 -58.2%) vs baseline: 📈 +16.2%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.1%

---

✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.3%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.2%

---

✅ format_noaspect

Time: ✅ 0.596µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.2%

Memory: ✅ 38.319MB (SLO: <41.500MB -7.7%) vs baseline: +0.2%

---

✅ index_aspect

Time: ✅ 0.344µs (SLO: <10.000µs 📉 -96.6%) vs baseline: -3.7%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: -0.4%

---

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.3%

Memory: ✅ 38.417MB (SLO: <41.500MB -7.4%) vs baseline: ~same

---

✅ join_aspect

Time: ✅ 1.251µs (SLO: <10.000µs 📉 -87.5%) vs baseline: -5.5%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: +0.2%

---

✅ join_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.7%

Memory: ✅ 38.280MB (SLO: <41.500MB -7.8%) vs baseline: -0.6%

---

✅ ljust_aspect

Time: ✅ 2.490µs (SLO: <20.000µs 📉 -87.6%) vs baseline: -3.0%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: +0.5%

---

✅ ljust_noaspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.4%

Memory: ✅ 38.240MB (SLO: <41.500MB -7.9%) vs baseline: -0.3%

---

✅ lower_aspect

Time: ✅ 2.215µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -2.2%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.6%

---

✅ lower_noaspect

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

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: ~same

---

✅ lstrip_aspect

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -2.0%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: ~same

---

✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.9%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.2%

---

✅ modulo_aspect

Time: ✅ 0.937µs (SLO: <10.000µs 📉 -90.6%) vs baseline: -6.9%

Memory: ✅ 38.457MB (SLO: <41.500MB -7.3%) vs baseline: +0.1%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.453µs (SLO: <10.000µs 📉 -85.5%) vs baseline: -6.2%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: +0.1%

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -7.4%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: -0.3%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.126µs (SLO: <10.000µs 📉 -88.7%) vs baseline: -8.4%

Memory: ✅ 38.378MB (SLO: <41.500MB -7.5%) vs baseline: -0.2%

---

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.4%

Memory: ✅ 38.496MB (SLO: <41.500MB -7.2%) vs baseline: +0.6%

---

✅ replace_aspect

Time: ✅ 5.029µs (SLO: <10.000µs 📉 -49.7%) vs baseline: +2.8%

Memory: ✅ 38.299MB (SLO: <41.500MB -7.7%) vs baseline: -0.3%

---

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.3%

Memory: ✅ 38.378MB (SLO: <41.500MB -7.5%) vs baseline: -0.1%

---

✅ repr_aspect

Time: ✅ 0.912µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.8%

Memory: ✅ 38.319MB (SLO: <41.500MB -7.7%) vs baseline: -0.2%

---

✅ repr_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.0%

Memory: ✅ 38.240MB (SLO: <41.500MB -7.9%) vs baseline: -0.2%

---

✅ rstrip_aspect

Time: ✅ 1.893µs (SLO: <20.000µs 📉 -90.5%) vs baseline: -1.8%

Memory: ✅ 38.280MB (SLO: <41.500MB -7.8%) vs baseline: -0.2%

---

✅ rstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.3%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.4%

---

✅ slice_aspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -1.4%

Memory: ✅ 38.240MB (SLO: <41.500MB -7.9%) vs baseline: -0.3%

---

✅ slice_noaspect

Time: ✅ 0.445µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.4%

Memory: ✅ 38.319MB (SLO: <41.500MB -7.7%) vs baseline: +0.1%

---

✅ stringio_aspect

Time: ✅ 1.519µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -1.5%

Memory: ✅ 38.162MB (SLO: <41.500MB -8.0%) vs baseline: -0.4%

---

✅ stringio_noaspect

Time: ✅ 0.714µs (SLO: <10.000µs 📉 -92.9%) vs baseline: ~same

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: ~same

---

✅ strip_aspect

Time: ✅ 2.182µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -2.4%

Memory: ✅ 38.378MB (SLO: <41.500MB -7.5%) vs baseline: ~same

---

✅ strip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.1%

Memory: ✅ 38.398MB (SLO: <41.500MB -7.5%) vs baseline: +0.1%

---

✅ swapcase_aspect

Time: ✅ 2.408µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -1.5%

Memory: ✅ 38.221MB (SLO: <41.500MB -7.9%) vs baseline: -0.5%

---

✅ swapcase_noaspect

Time: ✅ 0.542µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.2%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: ~same

---

✅ title_aspect

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -1.5%

Memory: ✅ 38.339MB (SLO: <41.500MB -7.6%) vs baseline: -0.3%

---

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 38.260MB (SLO: <41.500MB -7.8%) vs baseline: -0.1%

---

✅ translate_aspect

Time: ✅ 3.236µs (SLO: <10.000µs 📉 -67.6%) vs baseline: -2.6%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: -0.2%

---

✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.6%

Memory: ✅ 38.476MB (SLO: <41.500MB -7.3%) vs baseline: +0.3%

---

✅ upper_aspect

Time: ✅ 2.219µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -2.2%

Memory: ✅ 38.496MB (SLO: <41.500MB -7.2%) vs baseline: ~same

---

✅ upper_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 38.358MB (SLO: <41.500MB -7.6%) vs baseline: ~same

---

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.203µs (SLO: <10.000µs 📉 -48.0%) vs baseline: 📈 +25.2%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.6%

---

✅ ospathbasename_noaspect

Time: ✅ 1.078µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.2%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +0.9%

---

✅ ospathjoin_aspect

Time: ✅ 6.159µs (SLO: <10.000µs 📉 -38.4%) vs baseline: -0.4%

Memory: ✅ 38.398MB (SLO: <41.000MB -6.3%) vs baseline: +0.4%

---

✅ ospathjoin_noaspect

Time: ✅ 2.291µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +1.0%

---

✅ ospathnormcase_aspect

Time: ✅ 3.507µs (SLO: <10.000µs 📉 -64.9%) vs baseline: +2.9%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.7%

---

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.3%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +0.6%

---

✅ ospathsplit_aspect

Time: ✅ 4.868µs (SLO: <10.000µs 📉 -51.3%) vs baseline: +2.3%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.7%

---

✅ ospathsplit_noaspect

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +1.0%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.6%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.688µs (SLO: <10.000µs 📉 -63.1%) vs baseline: +0.7%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.2%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.1%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.8%

---

✅ ospathsplitext_aspect

Time: ✅ 4.593µs (SLO: <10.000µs 📉 -54.1%) vs baseline: +2.0%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.7%

---

✅ ospathsplitext_noaspect

Time: ✅ 1.375µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.6%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.3%

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.349µs (SLO: <20.000µs 📉 -83.3%) vs baseline: 📈 +13.4%

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

---

✅ 1-count-metrics-100-times

Time: ✅ 199.955µs (SLO: <220.000µs -9.1%) vs baseline: -0.9%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.183µs (SLO: <20.000µs 📉 -84.1%) vs baseline: -3.9%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.0%

---

✅ 1-distribution-metrics-100-times

Time: ✅ 214.246µs (SLO: <230.000µs -6.8%) vs baseline: -2.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.4%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.145µs (SLO: <20.000µs 📉 -89.3%) vs baseline: -1.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.6%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.221µs (SLO: <150.000µs -9.2%) vs baseline: -0.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.4%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.010µs (SLO: <20.000µs 📉 -85.0%) vs baseline: -2.3%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.4%

---

✅ 1-rate-metrics-100-times

Time: ✅ 215.084µs (SLO: <250.000µs 📉 -14.0%) vs baseline: -0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

---

✅ 100-count-metrics-100-times

Time: ✅ 20.058ms (SLO: <22.000ms -8.8%) vs baseline: -1.8%

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

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.250ms (SLO: <2.550ms 📉 -11.7%) vs baseline: -2.6%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.409ms (SLO: <1.550ms -9.1%) vs baseline: +0.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.3%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.185ms (SLO: <2.550ms 📉 -14.3%) vs baseline: -1.2%

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

---

✅ flush-1-metric

Time: ✅ 4.494µs (SLO: <20.000µs 📉 -77.5%) vs baseline: -3.1%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ flush-100-metrics

Time: ✅ 174.037µs (SLO: <250.000µs 📉 -30.4%) vs baseline: +0.6%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.1%

---

✅ flush-1000-metrics

Time: ✅ 2.162ms (SLO: <2.500ms 📉 -13.5%) vs baseline: -2.2%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.0%

🟡 Near SLO Breach (15 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.603ms (SLO: <22.300ms 📉 -12.1%) vs baseline: +0.4%

Memory: ✅ 68.223MB (SLO: <70.500MB -3.2%) vs baseline: +5.0%

---

✅ exception-replay-enabled

Time: ✅ 1.360ms (SLO: <1.450ms -6.2%) vs baseline: -0.4%

Memory: ✅ 66.326MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +5.0%

---

✅ iast

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

Memory: ✅ 68.223MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

---

✅ profiler

Time: ✅ 15.459ms (SLO: <16.550ms -6.6%) vs baseline: ~same

Memory: ✅ 56.337MB (SLO: <57.500MB -2.0%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 19.443ms (SLO: <21.750ms 📉 -10.6%) vs baseline: -0.2%

Memory: ✅ 68.144MB (SLO: <70.500MB -3.3%) vs baseline: +4.8%

---

✅ span-code-origin

Time: ✅ 19.908ms (SLO: <28.200ms 📉 -29.4%) vs baseline: +0.7%

Memory: ✅ 68.043MB (SLO: <71.000MB -4.2%) vs baseline: +4.8%

---

✅ tracer

Time: ✅ 19.509ms (SLO: <21.750ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 68.154MB (SLO: <70.000MB -2.6%) vs baseline: +4.9%

---

✅ tracer-and-profiler

Time: ✅ 21.763ms (SLO: <23.500ms -7.4%) vs baseline: ~same

Memory: ✅ 69.245MB (SLO: <71.000MB -2.5%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.610ms (SLO: <21.500ms -8.8%) vs baseline: ~same

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

---

✅ tracer-minimal

Time: ✅ 16.857ms (SLO: <17.500ms -3.7%) vs baseline: +0.9%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

---

✅ tracer-native

Time: ✅ 19.488ms (SLO: <21.750ms 📉 -10.4%) vs baseline: -0.3%

Memory: ✅ 68.184MB (SLO: <72.500MB -6.0%) vs baseline: +4.8%

---

✅ tracer-no-caches

Time: ✅ 17.566ms (SLO: <19.650ms 📉 -10.6%) vs baseline: -0.1%

Memory: ✅ 67.987MB (SLO: <70.000MB -2.9%) vs baseline: +4.7%

---

✅ tracer-no-databases

Time: ✅ 19.080ms (SLO: <20.100ms -5.1%) vs baseline: +0.2%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

---

✅ tracer-no-middleware

Time: ✅ 19.432ms (SLO: <21.500ms -9.6%) vs baseline: +1.3%

Memory: ✅ 68.105MB (SLO: <70.000MB -2.7%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 19.545ms (SLO: <22.000ms 📉 -11.2%) vs baseline: +1.3%

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

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.343ms (SLO: <19.850ms 📉 -17.7%) vs baseline: ~same

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 16.336ms (SLO: <19.400ms 📉 -15.8%) vs baseline: +0.1%

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 16.349ms (SLO: <19.450ms 📉 -15.9%) vs baseline: -0.4%

Memory: ✅ 69.830MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +5.0%

---

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.4%

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

---

✅ errortracking-enabled-user

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

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.7%

---

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.300ms 📉 -10.4%) vs baseline: -0.3%

Memory: ✅ 55.778MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.384ms (SLO: <4.750ms 📉 -28.8%) vs baseline: ~same

Memory: ✅ 55.409MB (SLO: <66.500MB 📉 -16.7%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.2%

Memory: ✅ 55.704MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.7%

---

✅ appsec-telemetry

Time: ✅ 3.388ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +0.6%

Memory: ✅ 55.415MB (SLO: <66.500MB 📉 -16.7%) vs baseline: +4.7%

---

✅ debugger

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: -0.3%

Memory: ✅ 48.005MB (SLO: <49.500MB -3.0%) vs baseline: +5.0%

---

✅ iast-get

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: -0.2%

Memory: ✅ 44.544MB (SLO: <49.000MB -9.1%) vs baseline: +4.9%

---

✅ profiler

Time: ✅ 1.906ms (SLO: <2.100ms -9.2%) vs baseline: -0.3%

Memory: ✅ 48.833MB (SLO: <50.000MB -2.3%) vs baseline: +5.1%

---

✅ resource-renaming

Time: ✅ 3.355ms (SLO: <3.650ms -8.1%) vs baseline: ~same

Memory: ✅ 55.435MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +4.9%

---

✅ tracer

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.457MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 3.366ms (SLO: <3.650ms -7.8%) vs baseline: -0.2%

Memory: ✅ 55.488MB (SLO: <60.000MB -7.5%) vs baseline: +5.0%

---

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.5%

Memory: ✅ 55.679MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.6%

---

✅ iast-enabled

Time: ✅ 2.062ms (SLO: <2.800ms 📉 -26.3%) vs baseline: -0.2%

Memory: ✅ 55.699MB (SLO: <62.500MB 📉 -10.9%) vs baseline: +4.7%

---

✅ tracer-enabled

Time: ✅ 2.052ms (SLO: <2.250ms -8.8%) vs baseline: -0.2%

Memory: ✅ 55.719MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.7%

---

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.133µs (SLO: <100.000µs 📉 -18.9%) vs baseline: -0.3%

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

---

✅ b3_headers

Time: ✅ 14.164µs (SLO: <20.000µs 📉 -29.2%) vs baseline: -0.5%

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

---

✅ b3_single_headers

Time: ✅ 13.234µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -1.3%

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

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 66.527µs (SLO: <80.000µs 📉 -16.8%) vs baseline: +4.6%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.5%

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.101µs (SLO: <80.000µs 📉 -17.4%) vs baseline: -0.3%

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

---

✅ empty_headers

Time: ✅ 1.629µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.5%

---

✅ full_t_id_datadog_headers

Time: ✅ 22.460µs (SLO: <30.000µs 📉 -25.1%) vs baseline: +0.3%

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

---

✅ invalid_priority_header

Time: ✅ 6.596µs (SLO: <10.000µs 📉 -34.0%) vs baseline: ~same

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

---

✅ invalid_span_id_header

Time: ✅ 6.607µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.4%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

---

✅ invalid_tags_header

Time: ✅ 6.610µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.2%

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

---

✅ invalid_trace_id_header

Time: ✅ 6.604µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.4%

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

---

✅ large_header_no_matches

Time: ✅ 27.714µs (SLO: <30.000µs -7.6%) vs baseline: -0.2%

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

---

✅ large_valid_headers_all

Time: ✅ 28.763µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.3%

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

---

✅ medium_header_no_matches

Time: ✅ 9.936µs (SLO: <20.000µs 📉 -50.3%) vs baseline: -0.7%

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

---

✅ medium_valid_headers_all

Time: ✅ 11.347µs (SLO: <20.000µs 📉 -43.3%) vs baseline: ~same

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

---

✅ none_propagation_style

Time: ✅ 1.716µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.2%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

---

✅ tracecontext_headers

Time: ✅ 34.883µs (SLO: <40.000µs 📉 -12.8%) vs baseline: ~same

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

---

✅ valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.5%

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

---

✅ valid_headers_basic

Time: ✅ 6.147µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.2%

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

---

✅ wsgi_empty_headers

Time: ✅ 1.620µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.8%

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

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.600µs (SLO: <10.000µs 📉 -34.0%) vs baseline: -0.2%

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

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.669µs (SLO: <10.000µs 📉 -33.3%) vs baseline: +0.2%

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

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.766µs (SLO: <10.000µs 📉 -32.3%) vs baseline: +2.5%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.819µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.806µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.7%

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

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.187µs (SLO: <20.000µs 📉 -49.1%) vs baseline: +0.3%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.557µs (SLO: <20.000µs 📉 -42.2%) vs baseline: -1.0%

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

---

✅ wsgi_valid_headers_all

Time: ✅ 6.640µs (SLO: <10.000µs 📉 -33.6%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.175µs (SLO: <10.000µs 📉 -38.3%) vs baseline: -0.3%

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

---

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.926µs (SLO: <30.000µs 📉 -26.9%) vs baseline: +4.1%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.3%

---

✅ with_all

Time: ✅ 27.636µs (SLO: <40.000µs 📉 -30.9%) vs baseline: -0.8%

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

---

✅ with_dd_origin

Time: ✅ 24.529µs (SLO: <30.000µs 📉 -18.2%) vs baseline: -1.1%

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

---

✅ with_priority_and_origin

Time: ✅ 23.916µs (SLO: <40.000µs 📉 -40.2%) vs baseline: -1.5%

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

---

✅ with_sampling_priority

Time: ✅ 20.760µs (SLO: <30.000µs 📉 -30.8%) vs baseline: -1.2%

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

---

✅ with_tags

Time: ✅ 25.812µs (SLO: <40.000µs 📉 -35.5%) vs baseline: -1.5%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

---

✅ with_tags_invalid

Time: ✅ 27.124µs (SLO: <40.000µs 📉 -32.2%) vs baseline: -0.6%

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

---

✅ with_tags_max_size

Time: ✅ 26.241µs (SLO: <40.000µs 📉 -34.4%) vs baseline: -0.8%

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

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.144ms (SLO: <47.150ms 📉 -14.9%) vs baseline: -0.4%

Memory: ✅ 39.468MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +5.0%

---

✅ add-metrics

Time: ✅ 261.539ms (SLO: <344.800ms 📉 -24.1%) vs baseline: -0.1%

Memory: ✅ 43.685MB (SLO: <47.500MB -8.0%) vs baseline: +4.3%

---

✅ add-tags

Time: ✅ 317.678ms (SLO: <321.000ms 🟡 -1.0%) vs baseline: -0.6%

Memory: ✅ 43.840MB (SLO: <47.500MB -7.7%) vs baseline: +5.0%

---

✅ get-context

Time: ✅ 80.502ms (SLO: <92.350ms 📉 -12.8%) vs baseline: +0.5%

Memory: ✅ 39.892MB (SLO: <46.500MB 📉 -14.2%) vs baseline: +4.6%

---

✅ is-recording

Time: ✅ 37.720ms (SLO: <44.500ms 📉 -15.2%) vs baseline: -0.7%

Memory: ✅ 39.566MB (SLO: <47.500MB 📉 -16.7%) vs baseline: +5.1%

---

✅ record-exception

Time: ✅ 58.833ms (SLO: <67.650ms 📉 -13.0%) vs baseline: -0.2%

Memory: ✅ 39.930MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 44.134ms (SLO: <50.400ms 📉 -12.4%) vs baseline: -0.4%

Memory: ✅ 39.353MB (SLO: <47.000MB 📉 -16.3%) vs baseline: +4.8%

---

✅ start

Time: ✅ 38.188ms (SLO: <43.450ms 📉 -12.1%) vs baseline: +3.0%

Memory: ✅ 39.584MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.4%

---

✅ start-finish

Time: ✅ 82.867ms (SLO: <88.000ms -5.8%) vs baseline: +0.3%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +5.1%

---

✅ start-finish-telemetry

Time: ✅ 84.642ms (SLO: <89.000ms -4.9%) vs baseline: +0.3%

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

---

✅ update-name

Time: ✅ 38.590ms (SLO: <45.150ms 📉 -14.5%) vs baseline: -0.7%

Memory: ✅ 39.720MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +5.1%

---

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.294ms (SLO: <354.300ms -2.8%) vs baseline: -0.4%

Memory: ✅ 41.131MB (SLO: <41.500MB 🟡 -0.9%) vs baseline: +4.9%

---

✅ cache_on

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.1%

Memory: ✅ 39.328MB (SLO: <41.000MB -4.1%) vs baseline: +4.4%

---

🟡 ratelimiter - 12/12

✅ defaults

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

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

---

✅ high_rate_limit

Time: ✅ 2.420µs (SLO: <10.000µs 📉 -75.8%) vs baseline: -0.6%

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

---

✅ long_window

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.7%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.0%

---

✅ low_rate_limit

Time: ✅ 2.359µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.4%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.0%

---

✅ no_rate_limit

Time: ✅ 0.828µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

---

✅ short_window

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

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.7%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.532ms (SLO: <320.950ms -3.9%) vs baseline: ~same

Memory: ✅ 35.901MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.7%

---

✅ deep-profiled

Time: ✅ 327.586ms (SLO: <359.150ms -8.8%) vs baseline: ~same

Memory: ✅ 39.852MB (SLO: <40.500MB 🟡 -1.6%) vs baseline: +5.1%

---

✅ medium

Time: ✅ 6.987ms (SLO: <7.400ms -5.6%) vs baseline: -0.2%

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

---

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms -10.0%) vs baseline: +0.8%

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

---

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 138.084µs (SLO: <290.000µs 📉 -52.4%) vs baseline: +0.8%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%

---

✅ high_match

Time: ✅ 174.628µs (SLO: <480.000µs 📉 -63.6%) vs baseline: +0.3%

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

---

✅ low_match

Time: ✅ 98.575µs (SLO: <120.000µs 📉 -17.9%) vs baseline: -0.1%

Memory: ✅ 603.485MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

---

✅ very_low_match

Time: ✅ 2.668ms (SLO: <8.500ms 📉 -68.6%) vs baseline: +0.2%

Memory: ✅ 71.046MB (SLO: <75.000MB -5.3%) vs baseline: +4.9%

---

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.562µs (SLO: <20.000µs 📉 -47.2%) vs baseline: +0.3%

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

---

✅ all-enabled

Time: ✅ 41.270µs (SLO: <50.000µs 📉 -17.5%) vs baseline: +3.1%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.7%

---

✅ collectipvariant_exists

Time: ✅ 40.906µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +0.1%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

---

✅ no-collectipvariant

Time: ✅ 40.382µs (SLO: <50.000µs 📉 -19.2%) vs baseline: +0.9%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.9%

---

✅ no-useragentvariant

Time: ✅ 39.049µs (SLO: <50.000µs 📉 -21.9%) vs baseline: +0.3%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.9%

---

✅ obfuscation-no-query

Time: ✅ 40.712µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.2%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.1%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.328µs (SLO: <90.000µs 📉 -15.2%) vs baseline: +0.6%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.9%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.730µs (SLO: <90.000µs 📉 -14.7%) vs baseline: +0.5%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +4.8%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.713µs (SLO: <170.000µs -9.0%) vs baseline: +0.2%

Memory: ✅ 35.665MB (SLO: <36.500MB -2.3%) vs baseline: +5.0%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.980µs (SLO: <160.000µs -6.9%) vs baseline: +0.3%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.0%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.164µs (SLO: <170.000µs -8.7%) vs baseline: -0.2%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.9%

---

✅ useragentvariant_exists_1

Time: ✅ 39.693µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

---

✅ useragentvariant_exists_2

Time: ✅ 40.831µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.6%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.7%

---

✅ useragentvariant_exists_3

Time: ✅ 40.221µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +0.6%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.3%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.813µs (SLO: <50.000µs 📉 -20.4%) vs baseline: +0.8%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.6%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.695µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.6%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.9%

---

🟡 span - 26/26

✅ add-event

Time: ✅ 18.152ms (SLO: <22.500ms 📉 -19.3%) vs baseline: -0.3%

Memory: ✅ 36.813MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.4%

---

✅ add-metrics

Time: ✅ 87.976ms (SLO: <93.500ms -5.9%) vs baseline: -0.8%

Memory: ✅ 41.086MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.8%

---

✅ add-tags

Time: ✅ 141.943ms (SLO: <155.000ms -8.4%) vs baseline: +0.2%

Memory: ✅ 41.059MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 16.967ms (SLO: <20.500ms 📉 -17.2%) vs baseline: -0.6%

Memory: ✅ 36.781MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

---

✅ is-recording

Time: ✅ 17.217ms (SLO: <20.500ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 36.608MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.4%

---

✅ record-exception

Time: ✅ 36.693ms (SLO: <40.000ms -8.3%) vs baseline: +0.7%

Memory: ✅ 37.304MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.7%

---

✅ set-status

Time: ✅ 18.637ms (SLO: <22.000ms 📉 -15.3%) vs baseline: -0.1%

Memory: ✅ 36.802MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

---

✅ start

Time: ✅ 17.363ms (SLO: <20.500ms 📉 -15.3%) vs baseline: +3.6%

Memory: ✅ 36.724MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 50.955ms (SLO: <52.500ms -2.9%) vs baseline: +0.4%

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

---

✅ start-finish-telemetry

Time: ✅ 52.210ms (SLO: <54.500ms -4.2%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

---

✅ start-finish-traceid128

Time: ✅ 54.409ms (SLO: <57.000ms -4.5%) vs baseline: +0.5%

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

---

✅ start-traceid128

Time: ✅ 17.327ms (SLO: <22.500ms 📉 -23.0%) vs baseline: +0.8%

Memory: ✅ 36.706MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.6%

---

✅ update-name

Time: ✅ 17.327ms (SLO: <22.000ms 📉 -21.2%) vs baseline: ~same

Memory: ✅ 36.798MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

---

🟡 tracer - 6/6

✅ large

Time: ✅ 29.001ms (SLO: <32.950ms 📉 -12.0%) vs baseline: -1.3%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ medium

Time: ✅ 2.890ms (SLO: <3.200ms -9.7%) vs baseline: +0.4%

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

---

✅ small

Time: ✅ 330.728µs (SLO: <370.000µs 📉 -10.6%) vs baseline: +1.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.1%

📉 Performance Improvements (1 suite)

📉 iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.138µs (SLO: <60.000µs 📉 -18.1%) vs baseline: +0.5%

Memory: ✅ 38.201MB (SLO: <42.000MB -9.0%) vs baseline: +0.1%

---

✅ propagation_enabled

Time: ✅ 137.742µs (SLO: <190.000µs 📉 -27.5%) vs baseline: 📉 -22.5%

Memory: ✅ 38.260MB (SLO: <42.000MB -8.9%) vs baseline: ~same

---

✅ propagation_enabled_100

Time: ✅ 1.570ms (SLO: <2.300ms 📉 -31.8%) vs baseline: 📉 -19.1%

Memory: ✅ 38.122MB (SLO: <42.000MB -9.2%) vs baseline: -0.5%

---

✅ propagation_enabled_1000

Time: ✅ 29.091ms (SLO: <34.550ms 📉 -15.8%) vs baseline: 📉 -10.8%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: ~same

⚠️ Unstable Tests (2 suites)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.229µs (SLO: <20.000µs 📉 -33.9%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

---

✅ context_with_data_no_listeners

Time: ✅ 3.268µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.4%

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

---

✅ get_item_exists

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.8%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

---

✅ get_item_missing

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

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

---

✅ set_item

Time: ✅ 24.082µs (SLO: <30.000µs 📉 -19.7%) vs baseline: -0.6%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

---

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.062µs (SLO: <170.000µs -8.8%) vs baseline: -0.2%

Memory: ✅ 39.593MB (SLO: <41.000MB -3.4%) vs baseline: +5.0%

---

✅ import_many_cached

Time: ✅ 121.368µs (SLO: <130.000µs -6.6%) vs baseline: ~same

Memory: ✅ 39.450MB (SLO: <41.000MB -3.8%) vs baseline: +4.1%

---

✅ import_many_stdlib

Time: ✅ 0.756ms (SLO: <1.750ms 📉 -56.8%) vs baseline: +0.6%

Memory: ✅ 39.484MB (SLO: <41.000MB -3.7%) vs baseline: +4.8%

---

⚠️ import_many_stdlib_cached

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

Memory: ✅ 39.430MB (SLO: <41.000MB -3.8%) vs baseline: +4.6%

---

✅ import_many_unknown

Time: ✅ 826.524µs (SLO: <890.000µs -7.1%) vs baseline: -0.8%

Memory: ✅ 39.615MB (SLO: <41.000MB -3.4%) vs baseline: +4.9%

---

✅ import_many_unknown_cached

Time: ✅ 794.772µs (SLO: <870.000µs -8.6%) vs baseline: +0.6%

Memory: ✅ 39.409MB (SLO: <41.000MB -3.9%) vs baseline: +4.6%

---

✅ import_one

Time: ✅ 19.667µs (SLO: <30.000µs 📉 -34.4%) vs baseline: -0.5%

Memory: ✅ 39.615MB (SLO: <41.000MB -3.4%) vs baseline: +5.0%

---

✅ import_one_cache

Time: ✅ 6.299µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.5%

Memory: ✅ 39.640MB (SLO: <41.000MB -3.3%) vs baseline: +5.0%

---

✅ import_one_stdlib

Time: ✅ 18.582µs (SLO: <20.000µs -7.1%) vs baseline: -0.6%

Memory: ✅ 39.692MB (SLO: <41.000MB -3.2%) vs baseline: +5.3%

---

✅ import_one_stdlib_cache

Time: ✅ 6.270µs (SLO: <10.000µs 📉 -37.3%) vs baseline: +0.3%

Memory: ✅ 39.586MB (SLO: <41.000MB -3.4%) vs baseline: +5.1%

---

✅ import_one_unknown

Time: ✅ 45.454µs (SLO: <50.000µs -9.1%) vs baseline: -0.1%

Memory: ✅ 39.695MB (SLO: <41.000MB -3.2%) vs baseline: +5.2%

---

✅ import_one_unknown_cache

Time: ✅ 6.235µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -0.8%

Memory: ✅ 39.629MB (SLO: <41.000MB -3.3%) vs baseline: +5.3%

✅ All Tests Passing (3 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.144µs (SLO: <40.000µs 📉 -14.6%) vs baseline: +6.4%

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +0.8%

---

✅ re_expand_noaspect

Time: ✅ 28.857µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.7%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: ~same

---

✅ re_findall_aspect

Time: ✅ 2.910µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.1%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.9%

---

✅ re_findall_noaspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.4%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +0.7%

---

✅ re_finditer_aspect

Time: ✅ 4.465µs (SLO: <10.000µs 📉 -55.4%) vs baseline: -0.2%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.3%

---

✅ re_finditer_noaspect

Time: ✅ 1.403µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.3%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +0.2%

---

✅ re_fullmatch_aspect

Time: ✅ 2.702µs (SLO: <10.000µs 📉 -73.0%) vs baseline: -0.7%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.8%

---

✅ re_fullmatch_noaspect

Time: ✅ 1.321µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.5%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.7%

---

✅ re_group_aspect

Time: ✅ 2.969µs (SLO: <10.000µs 📉 -70.3%) vs baseline: -1.2%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.4%

---

✅ re_group_noaspect

Time: ✅ 1.623µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -1.0%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.4%

---

✅ re_groups_aspect

Time: ✅ 3.105µs (SLO: <10.000µs 📉 -68.9%) vs baseline: -0.9%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.5%

---

✅ re_groups_noaspect

Time: ✅ 1.748µs (SLO: <10.000µs 📉 -82.5%) vs baseline: +1.9%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.7%

---

✅ re_match_aspect

Time: ✅ 2.736µs (SLO: <10.000µs 📉 -72.6%) vs baseline: -1.8%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +0.1%

---

✅ re_match_noaspect

Time: ✅ 1.316µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.3%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +0.3%

---

✅ re_search_aspect

Time: ✅ 2.557µs (SLO: <10.000µs 📉 -74.4%) vs baseline: -1.1%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +0.4%

---

✅ re_search_noaspect

Time: ✅ 1.197µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -1.6%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.9%

---

✅ re_sub_aspect

Time: ✅ 3.435µs (SLO: <10.000µs 📉 -65.7%) vs baseline: -0.6%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +0.5%

---

✅ re_sub_noaspect

Time: ✅ 1.534µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.1%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: ~same

---

✅ re_subn_aspect

Time: ✅ 3.698µs (SLO: <10.000µs 📉 -63.0%) vs baseline: +0.5%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.5%

---

✅ re_subn_noaspect

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.7%

Memory: ✅ 38.712MB (SLO: <41.000MB -5.6%) vs baseline: +1.1%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.371µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -6.1%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.9%

---

✅ rsplit_noaspect

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +0.6%

---

✅ split_aspect

Time: ✅ 1.353µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -4.4%

Memory: ✅ 38.712MB (SLO: <41.000MB -5.6%) vs baseline: +0.6%

---

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.5%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +0.8%

---

✅ splitlines_aspect

Time: ✅ 1.337µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -5.6%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +0.4%

---

✅ splitlines_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.7%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +0.4%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.352ms (SLO: <42.000ms -3.9%) vs baseline: ~same

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

---

✅ add-link

Time: ✅ 36.330ms (SLO: <38.550ms -5.8%) vs baseline: ~same

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 219.548ms (SLO: <232.000ms -5.4%) vs baseline: -0.1%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 213.135ms (SLO: <221.600ms -3.8%) vs baseline: +0.2%

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

---

✅ get-context

Time: ✅ 29.201ms (SLO: <31.300ms -6.7%) vs baseline: +0.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

---

✅ is-recording

Time: ✅ 28.984ms (SLO: <31.000ms -6.5%) vs baseline: -0.6%

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

---

✅ record-exception

Time: ✅ 63.319ms (SLO: <65.850ms -3.8%) vs baseline: +0.2%

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

---

✅ set-status

Time: ✅ 31.945ms (SLO: <34.150ms -6.5%) vs baseline: +0.7%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

---

✅ start

Time: ✅ 29.206ms (SLO: <30.150ms -3.1%) vs baseline: +0.7%

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

---

✅ start-finish

Time: ✅ 33.962ms (SLO: <35.350ms -3.9%) vs baseline: ~same

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

---

✅ start-finish-telemetry

Time: ✅ 33.921ms (SLO: <35.450ms -4.3%) vs baseline: ~same

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

---

✅ update-name

Time: ✅ 31.035ms (SLO: <33.400ms -7.1%) vs baseline: -0.5%

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

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