add link_span method

[ncybul]

Description

Testing

Risks

Additional Notes

[github-actions]

CODEOWNERS have been resolved as:

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

[pr-commenter]

Performance SLOs

Comparing candidate nicole-cybul/manual-span-linking (b95b435) with baseline main (76fed57)

❌ Test Failures (1 suite)

❌ iastaspects - 117/118

✅ add_aspect

Time: ✅ 17.917µs (SLO: <20.000µs 📉 -10.4%) vs baseline: 📈 +18.9%

Memory: ✅ 42.998MB (SLO: <43.250MB 🟡 -0.6%) vs baseline: +4.9%

---

✅ add_inplace_aspect

Time: ✅ 14.887µs (SLO: <20.000µs 📉 -25.6%) vs baseline: -0.6%

Memory: ✅ 43.037MB (SLO: <43.250MB 🟡 -0.5%) vs baseline: +5.0%

---

✅ add_inplace_noaspect

Time: ✅ 0.340µs (SLO: <10.000µs 📉 -96.6%) vs baseline: +0.2%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.7%

---

✅ add_noaspect

Time: ✅ 0.546µs (SLO: <10.000µs 📉 -94.5%) vs baseline: -0.8%

Memory: ✅ 43.057MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +5.0%

---

✅ bytearray_aspect

Time: ✅ 18.086µs (SLO: <30.000µs 📉 -39.7%) vs baseline: +0.3%

Memory: ✅ 43.037MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.2%

---

✅ bytearray_extend_aspect

Time: ✅ 23.913µs (SLO: <30.000µs 📉 -20.3%) vs baseline: +0.6%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.7%

---

✅ bytearray_extend_noaspect

Time: ✅ 2.729µs (SLO: <10.000µs 📉 -72.7%) vs baseline: +3.4%

Memory: ✅ 43.018MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.0%

---

✅ bytearray_noaspect

Time: ✅ 1.472µs (SLO: <10.000µs 📉 -85.3%) vs baseline: +0.6%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

---

✅ bytes_aspect

Time: ✅ 16.576µs (SLO: <20.000µs 📉 -17.1%) vs baseline: -1.2%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.7%

---

✅ bytes_noaspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +2.1%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.4%

---

✅ bytesio_aspect

Time: ✅ 55.206µs (SLO: <70.000µs 📉 -21.1%) vs baseline: -0.2%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.4%

---

✅ bytesio_noaspect

Time: ✅ 3.257µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +1.1%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ capitalize_aspect

Time: ✅ 14.623µs (SLO: <20.000µs 📉 -26.9%) vs baseline: -0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +3.9%

---

✅ capitalize_noaspect

Time: ✅ 2.593µs (SLO: <10.000µs 📉 -74.1%) vs baseline: +2.2%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.4%

---

✅ casefold_aspect

Time: ✅ 14.610µs (SLO: <20.000µs 📉 -27.0%) vs baseline: -0.7%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ casefold_noaspect

Time: ✅ 3.163µs (SLO: <10.000µs 📉 -68.4%) vs baseline: +2.1%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ decode_aspect

Time: ✅ 15.616µs (SLO: <30.000µs 📉 -47.9%) vs baseline: -0.2%

Memory: ✅ 43.096MB (SLO: <43.500MB 🟡 -0.9%) vs baseline: +5.0%

---

✅ decode_noaspect

Time: ✅ 1.586µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.2%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

---

✅ encode_aspect

Time: ✅ 18.130µs (SLO: <30.000µs 📉 -39.6%) vs baseline: 📈 +20.8%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ encode_noaspect

Time: ✅ 1.480µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +0.2%

Memory: ✅ 43.018MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.2%

---

✅ format_aspect

Time: ✅ 170.795µs (SLO: <200.000µs 📉 -14.6%) vs baseline: ~same

Memory: ✅ 43.116MB (SLO: <43.250MB 🟡 -0.3%) vs baseline: +4.9%

---

✅ format_map_aspect

Time: ✅ 190.819µs (SLO: <200.000µs -4.6%) vs baseline: -0.2%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.3%

---

✅ format_map_noaspect

Time: ✅ 3.800µs (SLO: <10.000µs 📉 -62.0%) vs baseline: +2.3%

Memory: ✅ 42.782MB (SLO: <43.250MB 🟡 -1.1%) vs baseline: +4.4%

---

✅ format_noaspect

Time: ✅ 3.175µs (SLO: <10.000µs 📉 -68.3%) vs baseline: +0.3%

Memory: ✅ 42.979MB (SLO: <43.250MB 🟡 -0.6%) vs baseline: +4.6%

---

✅ index_aspect

Time: ✅ 15.266µs (SLO: <20.000µs 📉 -23.7%) vs baseline: ~same

Memory: ✅ 43.018MB (SLO: <43.250MB 🟡 -0.5%) vs baseline: +5.0%

---

✅ index_noaspect

Time: ✅ 0.465µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.3%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.1%

---

✅ join_aspect

Time: ✅ 17.032µs (SLO: <20.000µs 📉 -14.8%) vs baseline: ~same

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ join_noaspect

Time: ✅ 1.554µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +4.1%

Memory: ✅ 42.979MB (SLO: <43.250MB 🟡 -0.6%) vs baseline: +5.0%

---

✅ ljust_aspect

Time: ✅ 20.835µs (SLO: <30.000µs 📉 -30.6%) vs baseline: -0.4%

Memory: ✅ 43.057MB (SLO: <43.250MB 🟡 -0.4%) vs baseline: +5.0%

---

✅ ljust_noaspect

Time: ✅ 2.711µs (SLO: <10.000µs 📉 -72.9%) vs baseline: +2.4%

Memory: ✅ 42.959MB (SLO: <43.250MB 🟡 -0.7%) vs baseline: +5.0%

---

✅ lower_aspect

Time: ✅ 17.848µs (SLO: <30.000µs 📉 -40.5%) vs baseline: -0.4%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.7%

---

✅ lower_noaspect

Time: ✅ 2.419µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +1.6%

Memory: ✅ 43.116MB (SLO: <43.250MB 🟡 -0.3%) vs baseline: +5.1%

---

✅ lstrip_aspect

Time: ✅ 17.605µs (SLO: <20.000µs 📉 -12.0%) vs baseline: -0.2%

Memory: ✅ 42.979MB (SLO: <43.250MB 🟡 -0.6%) vs baseline: +5.0%

---

✅ lstrip_noaspect

Time: ✅ 1.861µs (SLO: <10.000µs 📉 -81.4%) vs baseline: +2.3%

Memory: ✅ 43.018MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.0%

---

✅ modulo_aspect

Time: ✅ 166.362µs (SLO: <200.000µs 📉 -16.8%) vs baseline: ~same

Memory: ✅ 43.018MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +4.7%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 174.646µs (SLO: <200.000µs 📉 -12.7%) vs baseline: ~same

Memory: ✅ 43.057MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +4.5%

---

✅ modulo_aspect_for_bytes

Time: ✅ 168.711µs (SLO: <200.000µs 📉 -15.6%) vs baseline: +0.4%

Memory: ✅ 43.214MB (SLO: <43.500MB 🟡 -0.7%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 171.830µs (SLO: <200.000µs 📉 -14.1%) vs baseline: ~same

Memory: ✅ 43.214MB (SLO: <43.500MB 🟡 -0.7%) vs baseline: +5.3%

---

✅ modulo_noaspect

Time: ✅ 3.765µs (SLO: <10.000µs 📉 -62.3%) vs baseline: +2.5%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ replace_aspect

Time: ✅ 211.710µs (SLO: <300.000µs 📉 -29.4%) vs baseline: -1.2%

Memory: ✅ 43.175MB (SLO: <44.000MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ replace_noaspect

Time: ✅ 2.897µs (SLO: <10.000µs 📉 -71.0%) vs baseline: 📉 -44.2%

Memory: ✅ 43.057MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +5.1%

---

✅ repr_aspect

Time: ✅ 1.422µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +3.4%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ repr_noaspect

Time: ✅ 0.523µs (SLO: <10.000µs 📉 -94.8%) vs baseline: -0.1%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ rstrip_aspect

Time: ✅ 19.057µs (SLO: <30.000µs 📉 -36.5%) vs baseline: -0.5%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ rstrip_noaspect

Time: ✅ 2.013µs (SLO: <10.000µs 📉 -79.9%) vs baseline: +6.9%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ slice_aspect

Time: ✅ 15.808µs (SLO: <20.000µs 📉 -21.0%) vs baseline: -1.2%

Memory: ✅ 43.057MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +5.1%

---

✅ slice_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -1.6%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ stringio_aspect

Time: ✅ 54.028µs (SLO: <80.000µs 📉 -32.5%) vs baseline: ~same

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.7%

---

✅ stringio_noaspect

Time: ✅ 3.636µs (SLO: <10.000µs 📉 -63.6%) vs baseline: +2.7%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.6%

---

✅ strip_aspect

Time: ✅ 17.715µs (SLO: <20.000µs 📉 -11.4%) vs baseline: +0.4%

Memory: ✅ 43.037MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.0%

---

✅ strip_noaspect

Time: ✅ 1.855µs (SLO: <10.000µs 📉 -81.4%) vs baseline: +1.6%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ swapcase_aspect

Time: ✅ 18.531µs (SLO: <30.000µs 📉 -38.2%) vs baseline: +0.3%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.6%

---

✅ swapcase_noaspect

Time: ✅ 2.827µs (SLO: <10.000µs 📉 -71.7%) vs baseline: +0.8%

Memory: ✅ 43.057MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +5.1%

---

❌ title_aspect

Time: ❌ 22.075µs (SLO: <20.000µs 📈 +10.4%) vs baseline: 📈 +20.7%

Memory: ✅ 43.037MB (SLO: <43.000MB ~same) vs baseline: +5.0%

---

✅ title_noaspect

Time: ✅ 2.682µs (SLO: <10.000µs 📉 -73.2%) vs baseline: +1.1%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ translate_aspect

Time: ✅ 20.506µs (SLO: <30.000µs 📉 -31.6%) vs baseline: -0.2%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ translate_noaspect

Time: ✅ 4.310µs (SLO: <10.000µs 📉 -56.9%) vs baseline: +1.2%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.5%

---

✅ upper_aspect

Time: ✅ 17.937µs (SLO: <30.000µs 📉 -40.2%) vs baseline: +1.0%

Memory: ✅ 43.096MB (SLO: <43.500MB 🟡 -0.9%) vs baseline: +5.1%

---

✅ upper_noaspect

Time: ✅ 2.456µs (SLO: <10.000µs 📉 -75.4%) vs baseline: +3.0%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.4%

📈 Performance Regressions (2 suites)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.149µs (SLO: <10.000µs 📉 -48.5%) vs baseline: 📈 +21.5%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

---

✅ ospathbasename_noaspect

Time: ✅ 4.231µs (SLO: <10.000µs 📉 -57.7%) vs baseline: -2.1%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.7%

---

✅ ospathjoin_aspect

Time: ✅ 6.220µs (SLO: <10.000µs 📉 -37.8%) vs baseline: +1.1%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ ospathjoin_noaspect

Time: ✅ 6.319µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +1.1%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ ospathnormcase_aspect

Time: ✅ 3.573µs (SLO: <10.000µs 📉 -64.3%) vs baseline: +2.6%

Memory: ✅ 41.327MB (SLO: <43.500MB -5.0%) vs baseline: +4.4%

---

✅ ospathnormcase_noaspect

Time: ✅ 3.582µs (SLO: <10.000µs 📉 -64.2%) vs baseline: -0.2%

Memory: ✅ 41.465MB (SLO: <43.500MB -4.7%) vs baseline: +5.1%

---

✅ ospathsplit_aspect

Time: ✅ 4.858µs (SLO: <10.000µs 📉 -51.4%) vs baseline: ~same

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.6%

---

✅ ospathsplit_noaspect

Time: ✅ 4.994µs (SLO: <10.000µs 📉 -50.1%) vs baseline: +1.2%

Memory: ✅ 41.484MB (SLO: <43.500MB -4.6%) vs baseline: +5.0%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.763µs (SLO: <10.000µs 📉 -62.4%) vs baseline: ~same

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.743µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.5%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.8%

---

✅ ospathsplitext_aspect

Time: ✅ 4.626µs (SLO: <10.000µs 📉 -53.7%) vs baseline: -0.5%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ ospathsplitext_noaspect

Time: ✅ 4.662µs (SLO: <10.000µs 📉 -53.4%) vs baseline: -0.1%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.5%

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.379µs (SLO: <20.000µs 📉 -83.1%) vs baseline: 📈 +11.3%

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

---

✅ 1-count-metrics-100-times

Time: ✅ 200.307µs (SLO: <220.000µs -9.0%) vs baseline: -1.4%

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

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.292µs (SLO: <20.000µs 📉 -83.5%) vs baseline: -1.4%

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

---

✅ 1-distribution-metrics-100-times

Time: ✅ 213.050µs (SLO: <230.000µs -7.4%) vs baseline: -3.0%

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

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.167µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -0.9%

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

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.395µs (SLO: <150.000µs -9.1%) vs baseline: ~same

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

---

✅ 1-rate-metric-1-times

Time: ✅ 3.080µs (SLO: <20.000µs 📉 -84.6%) vs baseline: -3.1%

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

---

✅ 1-rate-metrics-100-times

Time: ✅ 213.060µs (SLO: <250.000µs 📉 -14.8%) vs baseline: -1.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

---

✅ 100-count-metrics-100-times

Time: ✅ 20.134ms (SLO: <22.000ms -8.5%) vs baseline: ~same

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

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.268ms (SLO: <2.550ms 📉 -11.0%) vs baseline: -0.4%

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

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.403ms (SLO: <1.550ms -9.5%) vs baseline: ~same

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.2%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.208ms (SLO: <2.550ms 📉 -13.4%) vs baseline: -0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.5%

---

✅ flush-1-metric

Time: ✅ 4.591µs (SLO: <20.000µs 📉 -77.0%) vs baseline: -0.5%

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.0%

---

✅ flush-100-metrics

Time: ✅ 175.355µs (SLO: <250.000µs 📉 -29.9%) vs baseline: +1.1%

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.3%

---

✅ flush-1000-metrics

Time: ✅ 2.169ms (SLO: <2.500ms 📉 -13.2%) vs baseline: -0.3%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +4.9%

🟡 Near SLO Breach (15 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.265µs (SLO: <20.000µs 📉 -33.7%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ context_with_data_no_listeners

Time: ✅ 3.298µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +1.0%

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

---

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

---

✅ get_item_missing

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

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

---

✅ set_item

Time: ✅ 24.022µs (SLO: <30.000µs 📉 -19.9%) vs baseline: -1.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.3%

---

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.423ms (SLO: <22.300ms 📉 -12.9%) vs baseline: -0.6%

Memory: ✅ 68.282MB (SLO: <70.500MB -3.1%) vs baseline: +4.9%

---

✅ exception-replay-enabled

Time: ✅ 1.361ms (SLO: <1.450ms -6.2%) vs baseline: -1.0%

Memory: ✅ 66.346MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 19.536ms (SLO: <22.250ms 📉 -12.2%) vs baseline: +0.3%

Memory: ✅ 68.439MB (SLO: <70.000MB -2.2%) vs baseline: +5.0%

---

✅ profiler

Time: ✅ 14.676ms (SLO: <16.550ms 📉 -11.3%) vs baseline: -0.8%

Memory: ✅ 56.088MB (SLO: <57.500MB -2.5%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 19.513ms (SLO: <21.750ms 📉 -10.3%) vs baseline: +0.3%

Memory: ✅ 68.277MB (SLO: <70.500MB -3.2%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 20.043ms (SLO: <28.200ms 📉 -28.9%) vs baseline: +1.8%

Memory: ✅ 68.293MB (SLO: <71.000MB -3.8%) vs baseline: +5.0%

---

✅ tracer

Time: ✅ 19.473ms (SLO: <21.750ms 📉 -10.5%) vs baseline: -0.3%

Memory: ✅ 68.339MB (SLO: <70.000MB -2.4%) vs baseline: +4.9%

---

✅ tracer-and-profiler

Time: ✅ 20.791ms (SLO: <23.500ms 📉 -11.5%) vs baseline: -0.2%

Memory: ✅ 69.353MB (SLO: <71.000MB -2.3%) vs baseline: +5.1%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.631ms (SLO: <21.500ms -8.7%) vs baseline: ~same

Memory: ✅ 68.353MB (SLO: <70.000MB -2.4%) vs baseline: +5.0%

---

✅ tracer-minimal

Time: ✅ 16.765ms (SLO: <17.500ms -4.2%) vs baseline: +0.2%

Memory: ✅ 68.135MB (SLO: <70.000MB -2.7%) vs baseline: +5.2%

---

✅ tracer-native

Time: ✅ 19.476ms (SLO: <21.750ms 📉 -10.5%) vs baseline: +0.1%

Memory: ✅ 68.343MB (SLO: <72.500MB -5.7%) vs baseline: +5.1%

---

✅ tracer-no-caches

Time: ✅ 17.584ms (SLO: <19.650ms 📉 -10.5%) vs baseline: +0.2%

Memory: ✅ 68.301MB (SLO: <70.000MB -2.4%) vs baseline: +5.0%

---

✅ tracer-no-databases

Time: ✅ 19.110ms (SLO: <20.100ms -4.9%) vs baseline: ~same

Memory: ✅ 67.977MB (SLO: <70.000MB -2.9%) vs baseline: +5.1%

---

✅ tracer-no-middleware

Time: ✅ 19.316ms (SLO: <21.500ms 📉 -10.2%) vs baseline: +0.6%

Memory: ✅ 68.351MB (SLO: <70.000MB -2.4%) vs baseline: +5.2%

---

✅ tracer-no-templates

Time: ✅ 19.654ms (SLO: <22.000ms 📉 -10.7%) vs baseline: +1.5%

Memory: ✅ 68.312MB (SLO: <70.500MB -3.1%) vs baseline: +5.0%

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.298ms (SLO: <19.850ms 📉 -17.9%) vs baseline: -0.2%

Memory: ✅ 69.926MB (SLO: <70.000MB 🟡 -0.1%) vs baseline: +5.0%

---

✅ errortracking-enabled-user

Time: ✅ 16.304ms (SLO: <19.400ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.891MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 16.310ms (SLO: <19.450ms 📉 -16.1%) vs baseline: -0.1%

Memory: ✅ 69.851MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +5.0%

---

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 55.915MB (SLO: <56.500MB 🟡 -1.0%) vs baseline: +5.3%

---

✅ errortracking-enabled-user

Time: ✅ 2.075ms (SLO: <2.250ms -7.8%) vs baseline: +0.2%

Memory: ✅ 55.955MB (SLO: <56.500MB 🟡 -1.0%) vs baseline: +5.3%

---

✅ tracer-enabled

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 55.876MB (SLO: <56.500MB 🟡 -1.1%) vs baseline: +5.1%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.389ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +0.2%

Memory: ✅ 55.837MB (SLO: <66.500MB 📉 -16.0%) vs baseline: +5.3%

---

✅ appsec-post

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

Memory: ✅ 55.896MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +5.4%

---

✅ appsec-telemetry

Time: ✅ 3.392ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.7%

Memory: ✅ 55.815MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +5.4%

---

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.5%) vs baseline: ~same

Memory: ✅ 47.781MB (SLO: <49.500MB -3.5%) vs baseline: +4.7%

---

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.1%) vs baseline: ~same

Memory: ✅ 44.851MB (SLO: <49.000MB -8.5%) vs baseline: +4.9%

---

✅ profiler

Time: ✅ 1.856ms (SLO: <2.100ms 📉 -11.6%) vs baseline: -0.4%

Memory: ✅ 48.686MB (SLO: <50.000MB -2.6%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 3.347ms (SLO: <3.650ms -8.3%) vs baseline: +0.1%

Memory: ✅ 55.914MB (SLO: <56.000MB 🟡 -0.2%) vs baseline: +5.3%

---

✅ tracer

Time: ✅ 3.359ms (SLO: <3.650ms -8.0%) vs baseline: -0.2%

Memory: ✅ 56.015MB (SLO: <56.500MB 🟡 -0.9%) vs baseline: +5.6%

---

✅ tracer-native

Time: ✅ 3.365ms (SLO: <3.650ms -7.8%) vs baseline: ~same

Memory: ✅ 55.857MB (SLO: <60.000MB -6.9%) vs baseline: +5.2%

---

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.6%

Memory: ✅ 55.817MB (SLO: <66.000MB 📉 -15.4%) vs baseline: +5.2%

---

✅ iast-enabled

Time: ✅ 2.066ms (SLO: <2.800ms 📉 -26.2%) vs baseline: ~same

Memory: ✅ 55.935MB (SLO: <62.500MB 📉 -10.5%) vs baseline: +5.2%

---

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.4%) vs baseline: +0.1%

Memory: ✅ 55.915MB (SLO: <56.500MB 🟡 -1.0%) vs baseline: +5.3%

---

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.084µs (SLO: <100.000µs 📉 -17.9%) vs baseline: +1.8%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ b3_headers

Time: ✅ 14.428µs (SLO: <20.000µs 📉 -27.9%) vs baseline: +1.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ b3_single_headers

Time: ✅ 13.489µs (SLO: <20.000µs 📉 -32.6%) vs baseline: +2.4%

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

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.305µs (SLO: <80.000µs 📉 -19.6%) vs baseline: +0.7%

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

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.707µs (SLO: <80.000µs 📉 -16.6%) vs baseline: +1.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

---

✅ empty_headers

Time: ✅ 1.625µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.4%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 22.840µs (SLO: <30.000µs 📉 -23.9%) vs baseline: +2.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ invalid_priority_header

Time: ✅ 6.560µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.6%

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

---

✅ invalid_span_id_header

Time: ✅ 6.531µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.5%

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

---

✅ invalid_tags_header

Time: ✅ 6.557µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +1.0%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

---

✅ invalid_trace_id_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.1%

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

---

✅ large_header_no_matches

Time: ✅ 27.676µs (SLO: <30.000µs -7.7%) vs baseline: -0.5%

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

---

✅ large_valid_headers_all

Time: ✅ 28.744µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.9%

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

---

✅ medium_header_no_matches

Time: ✅ 9.886µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.3%

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

---

✅ medium_valid_headers_all

Time: ✅ 11.280µs (SLO: <20.000µs 📉 -43.6%) vs baseline: -0.1%

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

---

✅ none_propagation_style

Time: ✅ 1.742µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +2.3%

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

---

✅ tracecontext_headers

Time: ✅ 34.919µs (SLO: <40.000µs 📉 -12.7%) vs baseline: +0.5%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

---

✅ valid_headers_all

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.3%

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

---

✅ valid_headers_basic

Time: ✅ 6.078µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.3%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

---

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.566µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.1%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.9%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.3%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.1%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.682µs (SLO: <10.000µs 📉 -33.2%) vs baseline: +0.9%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.772µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.4%

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.827µs (SLO: <40.000µs 📉 -25.4%) vs baseline: ~same

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.187µs (SLO: <20.000µs 📉 -49.1%) vs baseline: +0.8%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.621µs (SLO: <20.000µs 📉 -41.9%) vs baseline: +1.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

---

✅ wsgi_valid_headers_all

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.104µs (SLO: <10.000µs 📉 -39.0%) vs baseline: -0.4%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.1%

---

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.037µs (SLO: <30.000µs 📉 -26.5%) vs baseline: +4.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ with_all

Time: ✅ 27.949µs (SLO: <40.000µs 📉 -30.1%) vs baseline: ~same

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

---

✅ with_dd_origin

Time: ✅ 24.636µs (SLO: <30.000µs 📉 -17.9%) vs baseline: -0.9%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.4%

---

✅ with_priority_and_origin

Time: ✅ 23.892µs (SLO: <40.000µs 📉 -40.3%) vs baseline: -1.4%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

---

✅ with_sampling_priority

Time: ✅ 20.786µs (SLO: <30.000µs 📉 -30.7%) vs baseline: -1.3%

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

---

✅ with_tags

Time: ✅ 26.113µs (SLO: <40.000µs 📉 -34.7%) vs baseline: -0.2%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ with_tags_invalid

Time: ✅ 27.648µs (SLO: <40.000µs 📉 -30.9%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

---

✅ with_tags_max_size

Time: ✅ 26.454µs (SLO: <40.000µs 📉 -33.9%) vs baseline: +0.1%

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

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.255ms (SLO: <47.150ms 📉 -14.6%) vs baseline: ~same

Memory: ✅ 39.506MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.6%

---

✅ add-metrics

Time: ✅ 259.274ms (SLO: <344.800ms 📉 -24.8%) vs baseline: -0.8%

Memory: ✅ 43.845MB (SLO: <47.500MB -7.7%) vs baseline: +4.8%

---

✅ add-tags

Time: ✅ 314.755ms (SLO: <321.000ms 🟡 -1.9%) vs baseline: -0.4%

Memory: ✅ 43.779MB (SLO: <47.500MB -7.8%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 80.521ms (SLO: <92.350ms 📉 -12.8%) vs baseline: ~same

Memory: ✅ 39.881MB (SLO: <46.500MB 📉 -14.2%) vs baseline: +4.6%

---

✅ is-recording

Time: ✅ 37.787ms (SLO: <44.500ms 📉 -15.1%) vs baseline: -1.0%

Memory: ✅ 39.619MB (SLO: <47.500MB 📉 -16.6%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 58.852ms (SLO: <67.650ms 📉 -13.0%) vs baseline: -0.5%

Memory: ✅ 39.925MB (SLO: <47.000MB 📉 -15.1%) vs baseline: +4.7%

---

✅ set-status

Time: ✅ 44.132ms (SLO: <50.400ms 📉 -12.4%) vs baseline: -0.4%

Memory: ✅ 39.448MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.6%

---

✅ start

Time: ✅ 37.916ms (SLO: <43.450ms 📉 -12.7%) vs baseline: +2.0%

Memory: ✅ 39.568MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.0%

---

✅ start-finish

Time: ✅ 82.464ms (SLO: <88.000ms -6.3%) vs baseline: -0.8%

Memory: ✅ 37.434MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.9%

---

✅ start-finish-telemetry

Time: ✅ 83.966ms (SLO: <89.000ms -5.7%) vs baseline: -0.8%

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

---

✅ update-name

Time: ✅ 38.556ms (SLO: <45.150ms 📉 -14.6%) vs baseline: -0.6%

Memory: ✅ 39.706MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +4.8%

---

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.367µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.5%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.6%

---

✅ high_rate_limit

Time: ✅ 2.429µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.5%

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

---

✅ long_window

Time: ✅ 2.346µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.6%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.8%

---

✅ low_rate_limit

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

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

---

✅ no_rate_limit

Time: ✅ 0.825µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.4%

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

---

✅ short_window

Time: ✅ 2.496µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.5%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.7%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.189ms (SLO: <320.950ms -4.0%) vs baseline: -0.2%

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.6%

---

✅ deep-profiled

Time: ✅ 315.396ms (SLO: <359.150ms 📉 -12.2%) vs baseline: -0.1%

Memory: ✅ 39.892MB (SLO: <40.500MB 🟡 -1.5%) vs baseline: +5.1%

---

✅ medium

Time: ✅ 6.971ms (SLO: <7.400ms -5.8%) vs baseline: -0.5%

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

---

✅ shallow

Time: ✅ 0.944ms (SLO: <1.050ms 📉 -10.1%) vs baseline: +0.6%

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

---

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.095µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.6%

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

---

✅ high_match

Time: ✅ 172.617µs (SLO: <480.000µs 📉 -64.0%) vs baseline: +0.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

---

✅ low_match

Time: ✅ 99.453µs (SLO: <120.000µs 📉 -17.1%) vs baseline: +1.0%

Memory: ✅ 603.713MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.664ms (SLO: <8.500ms 📉 -68.7%) vs baseline: ~same

Memory: ✅ 71.159MB (SLO: <75.000MB -5.1%) vs baseline: +4.8%

---

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.531µs (SLO: <20.000µs 📉 -47.3%) vs baseline: -0.8%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.9%

---

✅ all-enabled

Time: ✅ 41.273µs (SLO: <50.000µs 📉 -17.5%) vs baseline: +2.9%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.4%

---

✅ collectipvariant_exists

Time: ✅ 41.009µs (SLO: <50.000µs 📉 -18.0%) vs baseline: ~same

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

---

✅ no-collectipvariant

Time: ✅ 40.690µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +1.3%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.6%

---

✅ no-useragentvariant

Time: ✅ 38.891µs (SLO: <50.000µs 📉 -22.2%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.0%

---

✅ obfuscation-no-query

Time: ✅ 40.766µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.2%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.066µs (SLO: <90.000µs 📉 -15.5%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.9%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.638µs (SLO: <90.000µs 📉 -14.8%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.9%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.323µs (SLO: <170.000µs -9.2%) vs baseline: ~same

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.9%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.076µs (SLO: <160.000µs -6.8%) vs baseline: +0.2%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.7%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.001µs (SLO: <170.000µs -8.8%) vs baseline: -0.1%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.7%

---

✅ useragentvariant_exists_1

Time: ✅ 39.919µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.7%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.3%

---

✅ useragentvariant_exists_2

Time: ✅ 40.689µs (SLO: <50.000µs 📉 -18.6%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.1%

---

✅ useragentvariant_exists_3

Time: ✅ 40.436µs (SLO: <50.000µs 📉 -19.1%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.3%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.690µs (SLO: <50.000µs 📉 -20.6%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.3%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.729µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.5%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.9%

---

🟡 span - 26/26

✅ add-event

Time: ✅ 18.195ms (SLO: <22.500ms 📉 -19.1%) vs baseline: -0.3%

Memory: ✅ 36.901MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.7%

---

✅ add-metrics

Time: ✅ 87.668ms (SLO: <93.500ms -6.2%) vs baseline: -1.8%

Memory: ✅ 41.138MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.0%

---

✅ add-tags

Time: ✅ 142.881ms (SLO: <155.000ms -7.8%) vs baseline: +1.1%

Memory: ✅ 41.164MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.5%

---

✅ get-context

Time: ✅ 16.831ms (SLO: <20.500ms 📉 -17.9%) vs baseline: -0.3%

Memory: ✅ 36.766MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.8%

---

✅ is-recording

Time: ✅ 17.264ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +0.6%

Memory: ✅ 36.804MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

---

✅ record-exception

Time: ✅ 36.650ms (SLO: <40.000ms -8.4%) vs baseline: +0.6%

Memory: ✅ 37.444MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +5.0%

---

✅ set-status

Time: ✅ 18.553ms (SLO: <22.000ms 📉 -15.7%) vs baseline: ~same

Memory: ✅ 36.764MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

---

✅ start

Time: ✅ 17.340ms (SLO: <20.500ms 📉 -15.4%) vs baseline: +3.0%

Memory: ✅ 36.765MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 51.179ms (SLO: <52.500ms -2.5%) vs baseline: +0.3%

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

---

✅ start-finish-telemetry

Time: ✅ 52.586ms (SLO: <54.500ms -3.5%) vs baseline: +0.9%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

---

✅ start-finish-traceid128

Time: ✅ 54.059ms (SLO: <57.000ms -5.2%) vs baseline: +0.2%

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

---

✅ start-traceid128

Time: ✅ 17.348ms (SLO: <22.500ms 📉 -22.9%) vs baseline: +0.5%

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

---

✅ update-name

Time: ✅ 17.247ms (SLO: <22.000ms 📉 -21.6%) vs baseline: +0.3%

Memory: ✅ 36.885MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.6%

---

🟡 tracer - 6/6

✅ large

Time: ✅ 29.042ms (SLO: <32.950ms 📉 -11.9%) vs baseline: -0.7%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.6%

---

✅ medium

Time: ✅ 2.901ms (SLO: <3.200ms -9.3%) vs baseline: +0.8%

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

---

✅ small

Time: ✅ 330.028µs (SLO: <370.000µs 📉 -10.8%) vs baseline: +1.7%

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

⚠️ Unstable Tests (1 suite)

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 156.136µs (SLO: <170.000µs -8.2%) vs baseline: +0.7%

Memory: ✅ 39.712MB (SLO: <43.000MB -7.6%) vs baseline: +5.0%

---

✅ import_many_cached

Time: ✅ 121.076µs (SLO: <130.000µs -6.9%) vs baseline: -1.6%

Memory: ✅ 40.076MB (SLO: <43.000MB -6.8%) vs baseline: +5.9%

---

✅ import_many_stdlib

Time: ✅ 0.759ms (SLO: <1.750ms 📉 -56.6%) vs baseline: +0.2%

Memory: ✅ 39.900MB (SLO: <43.000MB -7.2%) vs baseline: +5.0%

---

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.3%) vs baseline: +0.3%

Memory: ✅ 39.936MB (SLO: <43.000MB -7.1%) vs baseline: +5.0%

---

✅ import_many_unknown

Time: ✅ 833.453µs (SLO: <890.000µs -6.4%) vs baseline: -0.2%

Memory: ✅ 39.959MB (SLO: <43.000MB -7.1%) vs baseline: +5.1%

---

✅ import_many_unknown_cached

Time: ✅ 798.028µs (SLO: <870.000µs -8.3%) vs baseline: +1.0%

Memory: ✅ 39.997MB (SLO: <43.000MB -7.0%) vs baseline: +5.0%

---

✅ import_one

Time: ✅ 19.790µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.4%

Memory: ✅ 39.449MB (SLO: <43.000MB -8.3%) vs baseline: +4.5%

---

✅ import_one_cache

Time: ✅ 6.268µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.5%

Memory: ✅ 39.946MB (SLO: <43.000MB -7.1%) vs baseline: +5.5%

---

✅ import_one_stdlib

Time: ✅ 18.652µs (SLO: <20.000µs -6.7%) vs baseline: ~same

Memory: ✅ 39.869MB (SLO: <43.000MB -7.3%) vs baseline: +5.1%

---

✅ import_one_stdlib_cache

Time: ✅ 6.244µs (SLO: <10.000µs 📉 -37.6%) vs baseline: -1.1%

Memory: ✅ 39.889MB (SLO: <43.000MB -7.2%) vs baseline: +4.9%

---

✅ import_one_unknown

Time: ✅ 45.522µs (SLO: <50.000µs -9.0%) vs baseline: +0.2%

Memory: ✅ 39.867MB (SLO: <43.000MB -7.3%) vs baseline: +5.2%

---

✅ import_one_unknown_cache

Time: ✅ 6.228µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -1.4%

Memory: ✅ 39.921MB (SLO: <43.000MB -7.2%) vs baseline: +5.0%

✅ All Tests Passing (5 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 37.411µs (SLO: <40.000µs -6.5%) vs baseline: +7.9%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

---

✅ re_expand_noaspect

Time: ✅ 35.064µs (SLO: <40.000µs 📉 -12.3%) vs baseline: +1.3%

Memory: ✅ 41.327MB (SLO: <43.500MB -5.0%) vs baseline: +4.5%

---

✅ re_findall_aspect

Time: ✅ 3.421µs (SLO: <10.000µs 📉 -65.8%) vs baseline: +1.6%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ re_findall_noaspect

Time: ✅ 3.280µs (SLO: <10.000µs 📉 -67.2%) vs baseline: +0.9%

Memory: ✅ 41.583MB (SLO: <43.500MB -4.4%) vs baseline: +5.5%

---

✅ re_finditer_aspect

Time: ✅ 4.528µs (SLO: <10.000µs 📉 -54.7%) vs baseline: +0.8%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.6%

---

✅ re_finditer_noaspect

Time: ✅ 3.313µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +1.1%

Memory: ✅ 41.347MB (SLO: <43.500MB -5.0%) vs baseline: +4.8%

---

✅ re_fullmatch_aspect

Time: ✅ 2.782µs (SLO: <10.000µs 📉 -72.2%) vs baseline: -0.3%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ re_fullmatch_noaspect

Time: ✅ 3.081µs (SLO: <10.000µs 📉 -69.2%) vs baseline: +1.6%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_group_aspect

Time: ✅ 4.875µs (SLO: <10.000µs 📉 -51.2%) vs baseline: +1.5%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_group_noaspect

Time: ✅ 4.890µs (SLO: <10.000µs 📉 -51.1%) vs baseline: +0.4%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

---

✅ re_groups_aspect

Time: ✅ 4.946µs (SLO: <10.000µs 📉 -50.5%) vs baseline: +0.5%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_groups_noaspect

Time: ✅ 4.972µs (SLO: <10.000µs 📉 -50.3%) vs baseline: ~same

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_match_aspect

Time: ✅ 2.838µs (SLO: <10.000µs 📉 -71.6%) vs baseline: -0.4%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_match_noaspect

Time: ✅ 3.116µs (SLO: <10.000µs 📉 -68.8%) vs baseline: ~same

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.5%

---

✅ re_search_aspect

Time: ✅ 2.665µs (SLO: <10.000µs 📉 -73.4%) vs baseline: +1.3%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

---

✅ re_search_noaspect

Time: ✅ 2.906µs (SLO: <10.000µs 📉 -70.9%) vs baseline: +0.8%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

---

✅ re_sub_aspect

Time: ✅ 3.578µs (SLO: <10.000µs 📉 -64.2%) vs baseline: +2.5%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.6%

---

✅ re_sub_noaspect

Time: ✅ 4.069µs (SLO: <10.000µs 📉 -59.3%) vs baseline: +3.4%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

---

✅ re_subn_aspect

Time: ✅ 3.783µs (SLO: <10.000µs 📉 -62.2%) vs baseline: +2.1%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.8%

---

✅ re_subn_noaspect

Time: ✅ 4.085µs (SLO: <10.000µs 📉 -59.1%) vs baseline: ~same

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.9%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.9%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

---

✅ rsplit_noaspect

Time: ✅ 1.624µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.5%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

---

✅ split_aspect

Time: ✅ 1.542µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -1.2%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ split_noaspect

Time: ✅ 1.624µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.6%

Memory: ✅ 41.465MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

---

✅ splitlines_aspect

Time: ✅ 1.508µs (SLO: <10.000µs 📉 -84.9%) vs baseline: +0.8%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

---

✅ splitlines_noaspect

Time: ✅ 1.553µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.5%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.6%

---

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.828µs (SLO: <60.000µs 📉 -18.6%) vs baseline: +0.3%

Memory: ✅ 38.339MB (SLO: <42.000MB -8.7%) vs baseline: +5.0%

---

✅ propagation_enabled

Time: ✅ 137.111µs (SLO: <190.000µs 📉 -27.8%) vs baseline: +1.2%

Memory: ✅ 38.476MB (SLO: <42.000MB -8.4%) vs baseline: +5.5%

---

✅ propagation_enabled_100

Time: ✅ 1.568ms (SLO: <2.300ms 📉 -31.8%) vs baseline: -1.0%

Memory: ✅ 38.319MB (SLO: <42.000MB -8.8%) vs baseline: +5.3%

---

✅ propagation_enabled_1000

Time: ✅ 29.347ms (SLO: <34.550ms 📉 -15.1%) vs baseline: +0.9%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: +4.9%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.523ms (SLO: <42.000ms -3.5%) vs baseline: -0.9%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

✅ add-link

Time: ✅ 36.530ms (SLO: <38.550ms -5.2%) vs baseline: +0.7%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

---

✅ add-metrics

Time: ✅ 219.793ms (SLO: <232.000ms -5.3%) vs baseline: -0.3%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.5%

---

✅ add-tags

Time: ✅ 212.385ms (SLO: <221.600ms -4.2%) vs baseline: +0.5%

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

---

✅ get-context

Time: ✅ 28.990ms (SLO: <31.300ms -7.4%) vs baseline: -1.0%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.4%

---

✅ is-recording

Time: ✅ 29.005ms (SLO: <31.000ms -6.4%) vs baseline: -0.9%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

✅ record-exception

Time: ✅ 62.837ms (SLO: <65.850ms -4.6%) vs baseline: -0.7%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

✅ set-status

Time: ✅ 31.616ms (SLO: <34.150ms -7.4%) vs baseline: -1.3%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.6%

---

✅ start

Time: ✅ 29.398ms (SLO: <30.150ms -2.5%) vs baseline: +1.2%

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

---

✅ start-finish

Time: ✅ 33.829ms (SLO: <35.350ms -4.3%) vs baseline: -0.7%

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

---

✅ start-finish-telemetry

Time: ✅ 33.788ms (SLO: <35.450ms -4.7%) vs baseline: -0.7%

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

---

✅ update-name

Time: ✅ 30.946ms (SLO: <33.400ms -7.3%) vs baseline: -0.2%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +5.2%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.620ms (SLO: <354.300ms -3.6%) vs baseline: -1.2%

Memory: ✅ 40.821MB (SLO: <43.500MB -6.2%) vs baseline: +5.5%

---

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.6%

Memory: ✅ 39.064MB (SLO: <43.000MB -9.2%) vs baseline: +5.9%

ℹ️ Scenarios Missing SLO Configuration (26 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
• startup-baseline
• startup-baseline_django
• startup-baseline_flask
• startup-ddtrace_run
• startup-ddtrace_run_appsec
• startup-ddtrace_run_profiling
• startup-ddtrace_run_runtime_metrics
• startup-ddtrace_run_send_span
• startup-ddtrace_run_telemetry_disabled
• startup-ddtrace_run_telemetry_enabled
• startup-import_ddtrace
• startup-import_ddtrace_auto
• startup-import_ddtrace_auto_django
• startup-import_ddtrace_auto_flask
• startup-import_ddtrace_django
• startup-import_ddtrace_flask