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Initial transaction tracking implementation#7949

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Initial transaction tracking implementation#7949
kr-igor wants to merge 23 commits intomasterfrom
kr-igor/dsm-tt-v0

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@kr-igor kr-igor commented Dec 12, 2025

Summary of changes

Reason for change

Implementation details

Test coverage

Other details

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dd-trace-dotnet-ci-bot bot commented Dec 13, 2025

Execution-Time Benchmarks Report ⏱️

Execution-time results for samples comparing This PR (7949) and master.

✅ No regressions detected - check the details below

Full Metrics Comparison

FakeDbCommand

Metric Master (Mean ± 95% CI) Current (Mean ± 95% CI) Change Status
.NET Framework 4.8 - Baseline
duration68.51 ± (68.62 - 68.92) ms68.58 ± (68.92 - 69.47) ms+0.1%✅⬆️
.NET Framework 4.8 - Bailout
duration72.49 ± (72.44 - 72.72) ms72.66 ± (72.69 - 72.97) ms+0.2%✅⬆️
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1037.57 ± (1041.39 - 1050.46) ms1089.82 ± (1089.09 - 1094.39) ms+5.0%✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms21.79 ± (21.77 - 21.82) ms21.85 ± (21.82 - 21.87) ms+0.2%✅⬆️
process.time_to_main_ms79.39 ± (79.23 - 79.55) ms79.76 ± (79.60 - 79.92) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.90 ± (10.89 - 10.90) MB10.90 ± (10.90 - 10.91) MB+0.1%✅⬆️
runtime.dotnet.threads.count12 ± (12 - 12)12 ± (12 - 12)+0.0%
.NET Core 3.1 - Bailout
process.internal_duration_ms21.77 ± (21.74 - 21.80) ms21.85 ± (21.83 - 21.88) ms+0.4%✅⬆️
process.time_to_main_ms80.75 ± (80.57 - 80.93) ms80.53 ± (80.38 - 80.67) ms-0.3%
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.94 ± (10.93 - 10.94) MB10.93 ± (10.93 - 10.94) MB-0.0%
runtime.dotnet.threads.count13 ± (13 - 13)13 ± (13 - 13)+0.0%
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms217.96 ± (216.60 - 219.32) ms211.04 ± (210.74 - 211.35) ms-3.2%
process.time_to_main_ms514.40 ± (513.26 - 515.55) ms571.35 ± (570.39 - 572.32) ms+11.1%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed48.20 ± (48.17 - 48.24) MB49.23 ± (49.21 - 49.26) MB+2.1%✅⬆️
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)+1.1%✅⬆️
.NET 6 - Baseline
process.internal_duration_ms20.56 ± (20.54 - 20.59) ms20.56 ± (20.53 - 20.60) ms+0.0%✅⬆️
process.time_to_main_ms68.77 ± (68.63 - 68.90) ms69.09 ± (68.94 - 69.23) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.62 ± (10.62 - 10.62) MB10.63 ± (10.62 - 10.63) MB+0.1%✅⬆️
runtime.dotnet.threads.count10 ± (10 - 10)10 ± (10 - 10)+0.0%
.NET 6 - Bailout
process.internal_duration_ms20.42 ± (20.40 - 20.44) ms20.49 ± (20.46 - 20.51) ms+0.3%✅⬆️
process.time_to_main_ms69.59 ± (69.48 - 69.70) ms70.15 ± (70.03 - 70.27) ms+0.8%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.73 ± (10.73 - 10.74) MB10.73 ± (10.73 - 10.73) MB-0.0%
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms205.12 ± (204.11 - 206.13) ms203.82 ± (203.63 - 204.02) ms-0.6%
process.time_to_main_ms516.08 ± (515.09 - 517.07) ms560.18 ± (559.27 - 561.08) ms+8.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed49.99 ± (49.95 - 50.03) MB50.36 ± (50.31 - 50.42) MB+0.7%✅⬆️
runtime.dotnet.threads.count29 ± (29 - 29)29 ± (29 - 29)+0.3%✅⬆️
.NET 8 - Baseline
process.internal_duration_ms18.83 ± (18.80 - 18.85) ms18.84 ± (18.82 - 18.87) ms+0.1%✅⬆️
process.time_to_main_ms68.02 ± (67.89 - 68.14) ms68.33 ± (68.21 - 68.46) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed7.69 ± (7.69 - 7.70) MB7.69 ± (7.68 - 7.70) MB-0.1%
runtime.dotnet.threads.count10 ± (10 - 10)10 ± (10 - 10)+0.0%
.NET 8 - Bailout
process.internal_duration_ms18.84 ± (18.81 - 18.87) ms18.87 ± (18.85 - 18.90) ms+0.2%✅⬆️
process.time_to_main_ms69.14 ± (69.05 - 69.23) ms69.44 ± (69.34 - 69.55) ms+0.4%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed7.77 ± (7.76 - 7.78) MB7.73 ± (7.72 - 7.73) MB-0.5%
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms154.63 ± (153.85 - 155.42) ms148.72 ± (148.55 - 148.88) ms-3.8%
process.time_to_main_ms474.72 ± (473.83 - 475.60) ms510.50 ± (509.54 - 511.46) ms+7.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed36.90 ± (36.88 - 36.92) MB37.22 ± (37.20 - 37.25) MB+0.9%✅⬆️
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)-0.2%

HttpMessageHandler

Metric Master (Mean ± 95% CI) Current (Mean ± 95% CI) Change Status
.NET Framework 4.8 - Baseline
duration218.25 ± (217.77 - 219.30) ms217.13 ± (217.62 - 219.42) ms-0.5%
.NET Framework 4.8 - Bailout
duration224.17 ± (224.83 - 226.79) ms219.83 ± (219.97 - 221.03) ms-1.9%
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1248.94 ± (1247.47 - 1254.17) ms1305.24 ± (1304.33 - 1310.99) ms+4.5%✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms213.24 ± (212.59 - 213.90) ms211.90 ± (211.26 - 212.54) ms-0.6%
process.time_to_main_ms91.82 ± (91.54 - 92.09) ms91.15 ± (90.86 - 91.44) ms-0.7%
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed15.87 ± (15.86 - 15.89) MB15.83 ± (15.81 - 15.84) MB-0.3%
runtime.dotnet.threads.count20 ± (20 - 20)20 ± (20 - 20)+0.1%✅⬆️
.NET Core 3.1 - Bailout
process.internal_duration_ms213.94 ± (213.27 - 214.62) ms212.99 ± (212.31 - 213.67) ms-0.4%
process.time_to_main_ms93.54 ± (93.30 - 93.79) ms92.75 ± (92.54 - 92.95) ms-0.9%
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed15.90 ± (15.88 - 15.91) MB15.87 ± (15.85 - 15.88) MB-0.2%
runtime.dotnet.threads.count21 ± (21 - 21)21 ± (21 - 21)-0.4%
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms422.32 ± (420.93 - 423.71) ms415.12 ± (413.80 - 416.44) ms-1.7%
process.time_to_main_ms565.90 ± (564.44 - 567.35) ms630.26 ± (628.83 - 631.69) ms+11.4%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed59.03 ± (58.98 - 59.07) MB59.95 ± (59.92 - 59.98) MB+1.6%✅⬆️
runtime.dotnet.threads.count30 ± (30 - 30)30 ± (30 - 30)+1.4%✅⬆️
.NET 6 - Baseline
process.internal_duration_ms220.56 ± (219.70 - 221.43) ms220.36 ± (219.42 - 221.30) ms-0.1%
process.time_to_main_ms79.74 ± (79.53 - 79.95) ms80.03 ± (79.73 - 80.34) ms+0.4%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed16.12 ± (16.10 - 16.13) MB16.13 ± (16.12 - 16.15) MB+0.1%✅⬆️
runtime.dotnet.threads.count20 ± (19 - 20)20 ± (19 - 20)+0.1%✅⬆️
.NET 6 - Bailout
process.internal_duration_ms220.61 ± (219.77 - 221.45) ms217.30 ± (216.67 - 217.94) ms-1.5%
process.time_to_main_ms80.94 ± (80.70 - 81.18) ms80.80 ± (80.60 - 80.99) ms-0.2%
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed16.17 ± (16.16 - 16.19) MB16.15 ± (16.13 - 16.17) MB-0.2%
runtime.dotnet.threads.count21 ± (21 - 21)20 ± (20 - 21)-0.3%
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms451.14 ± (448.64 - 453.64) ms444.69 ± (443.05 - 446.32) ms-1.4%
process.time_to_main_ms571.14 ± (569.83 - 572.45) ms626.06 ± (624.94 - 627.19) ms+9.6%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed60.65 ± (60.58 - 60.73) MB61.29 ± (61.26 - 61.33) MB+1.1%✅⬆️
runtime.dotnet.threads.count31 ± (31 - 31)31 ± (31 - 31)-0.4%
.NET 8 - Baseline
process.internal_duration_ms217.50 ± (216.66 - 218.34) ms218.12 ± (217.27 - 218.98) ms+0.3%✅⬆️
process.time_to_main_ms78.23 ± (78.00 - 78.45) ms79.21 ± (78.98 - 79.45) ms+1.3%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.44 ± (11.42 - 11.45) MB11.47 ± (11.46 - 11.49) MB+0.3%✅⬆️
runtime.dotnet.threads.count19 ± (19 - 19)19 ± (19 - 19)-0.1%
.NET 8 - Bailout
process.internal_duration_ms217.68 ± (216.81 - 218.55) ms217.26 ± (216.42 - 218.10) ms-0.2%
process.time_to_main_ms80.04 ± (79.78 - 80.31) ms80.08 ± (79.88 - 80.29) ms+0.1%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.46 ± (11.45 - 11.48) MB11.50 ± (11.49 - 11.52) MB+0.3%✅⬆️
runtime.dotnet.threads.count20 ± (20 - 20)20 ± (20 - 20)+0.1%✅⬆️
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms452.19 ± (446.13 - 458.26) ms465.04 ± (461.73 - 468.35) ms+2.8%✅⬆️
process.time_to_main_ms528.33 ± (527.25 - 529.42) ms570.74 ± (569.67 - 571.81) ms+8.0%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed50.46 ± (50.35 - 50.58) MB50.97 ± (50.89 - 51.04) MB+1.0%✅⬆️
runtime.dotnet.threads.count30 ± (30 - 30)30 ± (30 - 30)+0.3%✅⬆️
Comparison explanation

Execution-time benchmarks measure the whole time it takes to execute a program, and are intended to measure the one-off costs. Cases where the execution time results for the PR are worse than latest master results are highlighted in **red**. The following thresholds were used for comparing the execution times:

  • Welch test with statistical test for significance of 5%
  • Only results indicating a difference greater than 5% and 5 ms are considered.

Note that these results are based on a single point-in-time result for each branch. For full results, see the dashboard.

Graphs show the p99 interval based on the mean and StdDev of the test run, as well as the mean value of the run (shown as a diamond below the graph).

Duration charts
FakeDbCommand (.NET Framework 4.8)
gantt
    title Execution time (ms) FakeDbCommand (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (69ms)  : 65, 73
    master - mean (69ms)  : 67, 71

    section Bailout
    This PR (7949) - mean (73ms)  : 71, 75
    master - mean (73ms)  : 71, 74

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (1,092ms)  : 1059, 1125
    master - mean (1,046ms)  : 981, 1111

Loading
FakeDbCommand (.NET Core 3.1)
gantt
    title Execution time (ms) FakeDbCommand (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (107ms)  : 104, 110
    master - mean (107ms)  : 103, 110

    section Bailout
    This PR (7949) - mean (108ms)  : 106, 110
    master - mean (108ms)  : 106, 110

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (820ms)  : crit, 799, 841
    master - mean (769ms)  : 750, 789

Loading
FakeDbCommand (.NET 6)
gantt
    title Execution time (ms) FakeDbCommand (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (95ms)  : 92, 98
    master - mean (95ms)  : 92, 97

    section Bailout
    This PR (7949) - mean (96ms)  : 94, 97
    master - mean (95ms)  : 94, 96

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (798ms)  : crit, 779, 817
    master - mean (755ms)  : 734, 776

Loading
FakeDbCommand (.NET 8)
gantt
    title Execution time (ms) FakeDbCommand (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (94ms)  : 91, 96
    master - mean (93ms)  : 91, 95

    section Bailout
    This PR (7949) - mean (95ms)  : 93, 97
    master - mean (95ms)  : 93, 96

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (687ms)  : 670, 705
    master - mean (663ms)  : 639, 687

Loading
HttpMessageHandler (.NET Framework 4.8)
gantt
    title Execution time (ms) HttpMessageHandler (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (219ms)  : 205, 232
    master - mean (219ms)  : 207, 230

    section Bailout
    This PR (7949) - mean (221ms)  : 213, 228
    master - mean (226ms)  : 211, 241

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (1,308ms)  : 1259, 1356
    master - mean (1,251ms)  : 1203, 1299

Loading
HttpMessageHandler (.NET Core 3.1)
gantt
    title Execution time (ms) HttpMessageHandler (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (313ms)  : 302, 324
    master - mean (315ms)  : 300, 331

    section Bailout
    This PR (7949) - mean (316ms)  : 304, 327
    master - mean (317ms)  : 304, 330

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (1,087ms)  : crit, 1054, 1119
    master - mean (1,030ms)  : 998, 1061

Loading
HttpMessageHandler (.NET 6)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (310ms)  : 293, 327
    master - mean (310ms)  : 292, 328

    section Bailout
    This PR (7949) - mean (307ms)  : 294, 321
    master - mean (311ms)  : 293, 329

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (1,105ms)  : 1058, 1152
    master - mean (1,061ms)  : 1007, 1115

Loading
HttpMessageHandler (.NET 8)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7949) - mean (308ms)  : 293, 324
    master - mean (307ms)  : 290, 323

    section Bailout
    This PR (7949) - mean (308ms)  : 294, 323
    master - mean (310ms)  : 289, 331

    section CallTarget+Inlining+NGEN
    This PR (7949) - mean (1,071ms)  : 1004, 1138
    master - mean (1,025ms)  : 944, 1105

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pr-commenter bot commented Dec 13, 2025

Benchmarks

Benchmark execution time: 2026-03-24 20:00:39

Comparing candidate commit 379cee2 in PR branch kr-igor/dsm-tt-v0 with baseline commit 1bb5b79 in branch master.

Found 8 performance improvements and 9 performance regressions! Performance is the same for 255 metrics, 16 unstable metrics.

Explanation

This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

  • 🟩 = significantly better candidate vs. baseline
  • 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

More details about the CI and significant changes

You can imagine this CI as a range of values that is likely to contain the true difference of means between the candidate and baseline commits.

CIs of the difference of means are often centered around 0%, because often changes are not that big:

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

As described above, a change is considered significant if the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD).

For instance, for an execution time metric, this confidence interval indicates a significantly worse performance:

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild net472

  • 🟥 throughput [-56207.133op/s; -52442.520op/s] or [-65.985%; -61.565%]
  • 🟩 allocated_mem [-3.899KB; -3.899KB] or [-100.006%; -99.994%]
  • 🟩 execution_time [-201.031ms; -200.322ms] or [-100.118%; -99.765%]

scenario:Benchmarks.Trace.AgentWriterBenchmark.WriteAndFlushEnrichedTraces netcoreapp3.1

  • 🟩 execution_time [-90.485ms; -90.296ms] or [-44.797%; -44.704%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleSimpleBody net6.0

  • 🟩 throughput [+45547.448op/s; +68976.660op/s] or [+5.091%; +7.710%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorSimpleBody net6.0

  • 🟥 execution_time [+19.029ms; +23.931ms] or [+9.675%; +12.167%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorSimpleBody netcoreapp3.1

  • 🟥 execution_time [+14.147ms; +20.171ms] or [+7.177%; +10.232%]

scenario:Benchmarks.Trace.CIVisibilityProtocolWriterBenchmark.WriteAndFlushEnrichedTraces net6.0

  • 🟥 throughput [-282.463op/s; -195.267op/s] or [-17.620%; -12.181%]

scenario:Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync netcoreapp3.1

  • 🟥 execution_time [+11.114ms; +15.533ms] or [+5.689%; +7.951%]

scenario:Benchmarks.Trace.ILoggerBenchmark.EnrichedLog netcoreapp3.1

  • 🟩 throughput [+20721.535op/s; +27879.637op/s] or [+7.905%; +10.636%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatAspectBenchmark net6.0

  • 🟩 throughput [+107.021op/s; +271.878op/s] or [+5.761%; +14.635%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatAspectBenchmark netcoreapp3.1

  • 🟥 allocated_mem [+16.086KB; +16.117KB] or [+6.285%; +6.297%]

scenario:Benchmarks.Trace.SerilogBenchmark.EnrichedLog net6.0

  • 🟥 throughput [-17006.095op/s; -14050.506op/s] or [-7.095%; -5.862%]

scenario:Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore netcoreapp3.1

  • 🟥 throughput [-16177829.493op/s; -15352506.957op/s] or [-6.703%; -6.361%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishSpan net6.0

  • 🟩 execution_time [-20.330ms; -14.822ms] or [-9.293%; -6.775%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishTwoScopes netcoreapp3.1

  • 🟥 execution_time [+15.614ms; +20.552ms] or [+7.989%; +10.515%]
  • 🟩 throughput [+27116.813op/s; +38238.661op/s] or [+6.421%; +9.055%]

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