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[Test Optimization] Performance Improvements#7960

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tonyredondo wants to merge 31 commits intomasterfrom
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[Test Optimization] Performance Improvements#7960
tonyredondo wants to merge 31 commits intomasterfrom
tony/testoptimization-performance-work

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@tonyredondo tonyredondo commented Dec 17, 2025

Summary of changes

Reason for change

Implementation details

Test coverage

Other details

@datadog-datadog-prod-us1

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dd-trace-dotnet-ci-bot bot commented Dec 17, 2025

Execution-Time Benchmarks Report ⏱️

Execution-time results for samples comparing This PR (7960) 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
duration68.29 ± (68.31 - 68.51) ms68.54 ± (68.59 - 68.84) ms+0.4%✅⬆️
.NET Framework 4.8 - Bailout
duration72.23 ± (72.17 - 72.39) ms72.31 ± (72.23 - 72.40) ms+0.1%✅⬆️
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1000.16 ± (1004.02 - 1012.69) ms1007.67 ± (1011.83 - 1020.54) ms+0.8%✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms21.92 ± (21.88 - 21.95) ms22.07 ± (22.04 - 22.10) ms+0.7%✅⬆️
process.time_to_main_ms79.00 ± (78.84 - 79.16) ms79.08 ± (78.93 - 79.23) ms+0.1%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.90 ± (10.90 - 10.91) MB10.92 ± (10.91 - 10.92) MB+0.1%✅⬆️
runtime.dotnet.threads.count12 ± (12 - 12)12 ± (12 - 12)+0.0%
.NET Core 3.1 - Bailout
process.internal_duration_ms21.90 ± (21.88 - 21.92) ms22.01 ± (21.99 - 22.03) ms+0.5%✅⬆️
process.time_to_main_ms79.67 ± (79.57 - 79.77) ms80.38 ± (80.29 - 80.48) ms+0.9%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.94 ± (10.94 - 10.95) MB10.97 ± (10.96 - 10.97) MB+0.2%✅⬆️
runtime.dotnet.threads.count13 ± (13 - 13)13 ± (13 - 13)+0.0%
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms260.34 ± (259.11 - 261.57) ms244.78 ± (241.30 - 248.26) ms-6.0%
process.time_to_main_ms468.84 ± (468.41 - 469.28) ms471.38 ± (470.83 - 471.94) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed48.47 ± (48.45 - 48.49) MB48.39 ± (48.36 - 48.41) MB-0.2%
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)-0.2%
.NET 6 - Baseline
process.internal_duration_ms20.65 ± (20.62 - 20.69) ms20.79 ± (20.76 - 20.82) ms+0.7%✅⬆️
process.time_to_main_ms68.44 ± (68.28 - 68.59) ms68.72 ± (68.61 - 68.83) ms+0.4%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.62 ± (10.62 - 10.63) MB10.63 ± (10.63 - 10.64) MB+0.1%✅⬆️
runtime.dotnet.threads.count10 ± (10 - 10)10 ± (10 - 10)+0.0%
.NET 6 - Bailout
process.internal_duration_ms20.51 ± (20.49 - 20.53) ms20.63 ± (20.61 - 20.66) ms+0.6%✅⬆️
process.time_to_main_ms69.02 ± (68.96 - 69.08) ms69.34 ± (69.27 - 69.40) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.72 ± (10.72 - 10.73) MB10.74 ± (10.74 - 10.75) MB+0.2%✅⬆️
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms249.58 ± (248.51 - 250.66) ms247.15 ± (244.94 - 249.36) ms-1.0%
process.time_to_main_ms445.15 ± (444.65 - 445.65) ms450.12 ± (449.67 - 450.58) ms+1.1%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed49.20 ± (49.17 - 49.23) MB49.21 ± (49.18 - 49.25) MB+0.0%✅⬆️
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)-0.0%
.NET 8 - Baseline
process.internal_duration_ms18.80 ± (18.77 - 18.83) ms18.88 ± (18.85 - 18.91) ms+0.4%✅⬆️
process.time_to_main_ms67.14 ± (67.03 - 67.25) ms67.57 ± (67.45 - 67.69) ms+0.6%✅⬆️
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_ms18.89 ± (18.87 - 18.92) ms18.99 ± (18.96 - 19.02) ms+0.5%✅⬆️
process.time_to_main_ms68.28 ± (68.21 - 68.34) ms68.81 ± (68.73 - 68.88) ms+0.8%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed7.74 ± (7.74 - 7.75) MB7.72 ± (7.72 - 7.73) MB-0.2%
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms177.48 ± (176.59 - 178.37) ms178.10 ± (177.03 - 179.17) ms+0.3%✅⬆️
process.time_to_main_ms428.61 ± (428.06 - 429.17) ms433.51 ± (432.91 - 434.11) ms+1.1%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed36.56 ± (36.54 - 36.59) MB36.58 ± (36.55 - 36.61) MB+0.0%✅⬆️
runtime.dotnet.threads.count27 ± (27 - 27)27 ± (26 - 27)-0.4%

HttpMessageHandler

Metric Master (Mean ± 95% CI) Current (Mean ± 95% CI) Change Status
.NET Framework 4.8 - Baseline
duration192.79 ± (192.59 - 193.70) ms192.94 ± (192.88 - 193.95) ms+0.1%✅⬆️
.NET Framework 4.8 - Bailout
duration196.52 ± (196.16 - 196.83) ms196.78 ± (196.63 - 197.25) ms+0.1%✅⬆️
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1124.09 ± (1128.32 - 1138.01) ms1125.82 ± (1126.51 - 1134.86) ms+0.2%✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms188.41 ± (188.05 - 188.76) ms188.19 ± (187.83 - 188.55) ms-0.1%
process.time_to_main_ms80.87 ± (80.67 - 81.06) ms81.24 ± (80.98 - 81.50) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed16.06 ± (16.04 - 16.09) MB16.16 ± (16.13 - 16.19) MB+0.6%✅⬆️
runtime.dotnet.threads.count20 ± (19 - 20)20 ± (19 - 20)-0.2%
.NET Core 3.1 - Bailout
process.internal_duration_ms187.19 ± (186.85 - 187.54) ms186.69 ± (186.41 - 186.97) ms-0.3%
process.time_to_main_ms82.37 ± (82.18 - 82.57) ms82.34 ± (82.19 - 82.48) ms-0.0%
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed16.22 ± (16.19 - 16.25) MB16.14 ± (16.11 - 16.17) MB-0.5%
runtime.dotnet.threads.count21 ± (20 - 21)21 ± (21 - 21)+0.0%✅⬆️
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms439.02 ± (436.52 - 441.52) ms429.08 ± (426.19 - 431.97) ms-2.3%
process.time_to_main_ms471.74 ± (471.17 - 472.31) ms475.40 ± (474.83 - 475.98) ms+0.8%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed58.57 ± (58.46 - 58.68) MB58.77 ± (58.66 - 58.89) MB+0.3%✅⬆️
runtime.dotnet.threads.count29 ± (29 - 29)29 ± (29 - 29)+0.1%✅⬆️
.NET 6 - Baseline
process.internal_duration_ms191.61 ± (191.24 - 191.98) ms192.16 ± (191.82 - 192.50) ms+0.3%✅⬆️
process.time_to_main_ms70.00 ± (69.81 - 70.19) ms70.15 ± (69.94 - 70.37) ms+0.2%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed16.05 ± (15.90 - 16.20) MB16.40 ± (16.37 - 16.43) MB+2.2%✅⬆️
runtime.dotnet.threads.count18 ± (18 - 18)19 ± (19 - 19)+4.7%✅⬆️
.NET 6 - Bailout
process.internal_duration_ms190.60 ± (190.30 - 190.90) ms191.06 ± (190.82 - 191.30) ms+0.2%✅⬆️
process.time_to_main_ms70.94 ± (70.80 - 71.07) ms70.87 ± (70.75 - 71.00) ms-0.1%
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed15.97 ± (15.81 - 16.13) MB16.25 ± (16.13 - 16.37) MB+1.7%✅⬆️
runtime.dotnet.threads.count19 ± (19 - 19)19 ± (19 - 20)+1.8%✅⬆️
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms451.51 ± (448.86 - 454.17) ms449.83 ± (445.43 - 454.23) ms-0.4%
process.time_to_main_ms450.35 ± (449.88 - 450.81) ms453.36 ± (452.69 - 454.02) ms+0.7%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed58.65 ± (58.53 - 58.77) MB58.98 ± (58.81 - 59.16) MB+0.6%✅⬆️
runtime.dotnet.threads.count29 ± (29 - 29)29 ± (29 - 29)+0.2%✅⬆️
.NET 8 - Baseline
process.internal_duration_ms189.63 ± (189.32 - 189.94) ms190.14 ± (189.74 - 190.54) ms+0.3%✅⬆️
process.time_to_main_ms69.77 ± (69.58 - 69.95) ms70.35 ± (70.16 - 70.55) ms+0.8%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.79 ± (11.76 - 11.82) MB11.77 ± (11.75 - 11.79) MB-0.2%
runtime.dotnet.threads.count18 ± (18 - 18)18 ± (18 - 18)+0.3%✅⬆️
.NET 8 - Bailout
process.internal_duration_ms189.03 ± (188.72 - 189.33) ms189.69 ± (189.42 - 189.97) ms+0.4%✅⬆️
process.time_to_main_ms70.85 ± (70.71 - 71.00) ms71.22 ± (71.11 - 71.33) ms+0.5%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.81 ± (11.78 - 11.84) MB11.83 ± (11.81 - 11.86) MB+0.2%✅⬆️
runtime.dotnet.threads.count19 ± (19 - 19)19 ± (19 - 19)-0.1%
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms366.53 ± (365.03 - 368.02) ms366.49 ± (364.83 - 368.14) ms-0.0%
process.time_to_main_ms434.85 ± (434.26 - 435.44) ms437.37 ± (436.61 - 438.12) ms+0.6%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed48.13 ± (48.09 - 48.17) MB48.23 ± (48.19 - 48.27) MB+0.2%✅⬆️
runtime.dotnet.threads.count29 ± (29 - 29)29 ± (29 - 29)-0.9%
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 (7960) - mean (69ms)  : 67, 70
    master - mean (68ms)  : 67, 70

    section Bailout
    This PR (7960) - mean (72ms)  : 71, 73
    master - mean (72ms)  : 71, 73

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (1,016ms)  : 954, 1078
    master - mean (1,008ms)  : 946, 1070

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 (7960) - mean (106ms)  : 104, 109
    master - mean (106ms)  : 104, 109

    section Bailout
    This PR (7960) - mean (108ms)  : 107, 109
    master - mean (107ms)  : 105, 108

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (751ms)  : 700, 803
    master - mean (754ms)  : 729, 778

Loading
FakeDbCommand (.NET 6)
gantt
    title Execution time (ms) FakeDbCommand (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7960) - mean (94ms)  : 92, 97
    master - mean (94ms)  : 91, 97

    section Bailout
    This PR (7960) - mean (95ms)  : 94, 96
    master - mean (94ms)  : 93, 95

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (722ms)  : 663, 782
    master - mean (719ms)  : 694, 743

Loading
FakeDbCommand (.NET 8)
gantt
    title Execution time (ms) FakeDbCommand (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7960) - mean (93ms)  : 90, 95
    master - mean (92ms)  : 90, 94

    section Bailout
    This PR (7960) - mean (94ms)  : 92, 95
    master - mean (93ms)  : 92, 94

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (640ms)  : 625, 656
    master - mean (634ms)  : 618, 650

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 (7960) - mean (193ms)  : 188, 199
    master - mean (193ms)  : 187, 199

    section Bailout
    This PR (7960) - mean (197ms)  : 194, 200
    master - mean (196ms)  : 193, 200

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (1,131ms)  : 1071, 1191
    master - mean (1,133ms)  : 1063, 1203

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 (7960) - mean (278ms)  : 273, 282
    master - mean (278ms)  : 271, 284

    section Bailout
    This PR (7960) - mean (277ms)  : 273, 282
    master - mean (277ms)  : 273, 282

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (933ms)  : 892, 974
    master - mean (938ms)  : 904, 973

Loading
HttpMessageHandler (.NET 6)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7960) - mean (271ms)  : 265, 277
    master - mean (270ms)  : 266, 274

    section Bailout
    This PR (7960) - mean (270ms)  : 267, 273
    master - mean (270ms)  : 266, 274

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (929ms)  : 882, 977
    master - mean (929ms)  : 880, 977

Loading
HttpMessageHandler (.NET 8)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (7960) - mean (270ms)  : 264, 277
    master - mean (269ms)  : 265, 274

    section Bailout
    This PR (7960) - mean (270ms)  : 267, 274
    master - mean (270ms)  : 265, 274

    section CallTarget+Inlining+NGEN
    This PR (7960) - mean (834ms)  : 815, 852
    master - mean (831ms)  : 810, 851

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pr-commenter bot commented Dec 17, 2025

Benchmarks

Benchmark execution time: 2026-01-14 15:28:43

Comparing candidate commit adf2711 in PR branch tony/testoptimization-performance-work with baseline commit 618beb2 in branch master.

Some scenarios are present only in baseline or only in candidate runs. If you didn't create or remove some scenarios in your branch, this maybe a sign of crashed benchmarks 💥💥💥
Check Gitlab CI job log to find if any benchmark has crashed.

Scenarios present only in baseline:

  • Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore net6.0
  • Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore netcoreapp3.1
  • Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore net472

Found 11 performance improvements and 11 performance regressions! Performance is the same for 149 metrics, 15 unstable metrics.

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild net472

  • 🟥 throughput [-41658.055op/s; -40553.397op/s] or [-47.865%; -46.595%]

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild net6.0

  • 🟥 throughput [-31520.943op/s; -28731.747op/s] or [-25.024%; -22.809%]

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild netcoreapp3.1

  • 🟥 throughput [-25001.792op/s; -22927.492op/s] or [-25.656%; -23.528%]

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

  • 🟥 execution_time [+15.971ms; +21.515ms] or [+8.135%; +10.959%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleSimpleBody net472

  • 🟥 throughput [-58261.149op/s; -54585.785op/s] or [-5.926%; -5.552%]

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

  • 🟥 execution_time [+13.202ms; +19.547ms] or [+6.818%; +10.095%]
  • 🟥 throughput [-60762.591op/s; -37409.204op/s] or [-8.270%; -5.091%]

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

  • 🟩 execution_time [-17.347ms; -11.904ms] or [-8.203%; -5.629%]

scenario:Benchmarks.Trace.AspNetCoreBenchmark.SendRequest netcoreapp3.1

  • 🟩 throughput [+601.127op/s; +1275.779op/s] or [+6.235%; +13.233%]

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

  • 🟩 execution_time [-26.810ms; -22.173ms] or [-14.435%; -11.939%]
  • 🟩 throughput [+90.481op/s; +131.804op/s] or [+6.564%; +9.562%]

scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSlice net6.0

  • 🟩 execution_time [-81.301µs; -75.752µs] or [-5.443%; -5.072%]
  • 🟩 throughput [+35.846op/s; +38.452op/s] or [+5.354%; +5.743%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearch net6.0

  • 🟥 execution_time [+11.451ms; +12.695ms] or [+5.795%; +6.424%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearchAsync net6.0

  • 🟥 throughput [-48963.891op/s; -37139.402op/s] or [-8.513%; -6.457%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearchAsync netcoreapp3.1

  • 🟩 throughput [+27951.634op/s; +38340.961op/s] or [+7.104%; +9.745%]

scenario:Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync net472

  • 🟥 throughput [-25949.589op/s; -23276.985op/s] or [-6.371%; -5.715%]

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

  • 🟩 throughput [+1099.978op/s; +2795.034op/s] or [+6.360%; +16.161%]

scenario:Benchmarks.Trace.RedisBenchmark.SendReceive netcoreapp3.1

  • 🟩 execution_time [-17.503ms; -13.091ms] or [-8.399%; -6.282%]

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

  • 🟥 execution_time [+16.611ms; +21.385ms] or [+8.641%; +11.124%]

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

  • 🟩 execution_time [-17.730ms; -11.905ms] or [-8.355%; -5.610%]

scenario:Benchmarks.Trace.TraceAnnotationsBenchmark.RunOnMethodBegin net6.0

  • 🟩 execution_time [-18.188ms; -12.625ms] or [-8.596%; -5.966%]

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