Generational ZGC vs G1 on JDK 25: benchmarks, internals and captured results
Complete companion suite for the ankurm.com guide. Everything was compiled and
executed on java 25.0.3+9-LTS-195 (AMD Ryzen 5 5600U, Windows 11); every file
under results/ is unedited program output.
Code
latency/ open-loop latency harness that measures from intended arrival, so
coordinated omission is accounted for rather than hidden. Reports
response time and service time side by side; the gap reached 2910x
on G1.
jmh/ four microbenchmarks isolating one mechanism each: TLAB allocation,
the ZGC load barrier (with a primitive-load control), the write
barrier (with null / old-to-old / primitive controls), and promotion
pressure.
tuning/ provokes ZGC allocation stalls and reads its own JFR recording back,
grouped by page class. jdk.ZAllocationStall is enabled without a
threshold, because the 10 ms default hides most stalls.
internals/ ZGC page classes vs G1 humongous, read from the live VM via
HotSpotDiagnosticMXBean and jdk.ZPageAllocation events.
analysis/ unified GC log parser that keeps stop-the-world pauses and
concurrent phases in separate buckets.
env/ environment capture; proves generational mode from JMX bean names.
Docs
Eight chapters covering the JEP 439/474/490 timeline, colored pointers and both
barriers, allocation stalls, a full flag reference, logging and JFR, benchmark
methodology, corner cases, and a decision procedure.
Headline result (60 s, 20k req/s, 2 GB heap, ~585 MB live)
p50 ZGC 0.006 ms G1 0.005 ms
p99.9 ZGC 1.437 ms G1 95.169 ms
total STW time ZGC 1.503 ms G1 1,139.624 ms
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==============================================================================
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ZGC / G1 open-loop latency harness
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==============================================================================
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collector : ZGC Minor Cycles + ZGC Minor Pauses + ZGC Major Cycles + ZGC Major Pauses
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java : 25.0.3+9-LTS-195
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threads=4 rate=20,000/s warmup=20s measure=60s
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liveSet=150,000 entries x 4,096 B (~585 MB live)
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garbage=16,384 B/request reads=64/request mutationProbability=0.20
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nominal allocation rate ~328 MB/s seed=20260730
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------------------------------------------------------------------------------
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building live set ... 150,000 entries, ~589 MB live, took 310 ms
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warming up for 20 s at 20,000 req/s ...
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measuring for 60 s at 20,000 req/s ...
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------------------------------------------------------------------------------
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achieved throughput : 19,973 req/s over 60.1 s
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RESPONSE TIME (from intended arrival -- the honest number) (n=1,200,000)
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mean 0.016 ms
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p50 0.006 ms
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p90 0.009 ms
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p99 0.029 ms
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p99.9 1.437 ms
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p99.99 23.675 ms
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max 32.178 ms
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SERVICE TIME (from actual start -- hides queueing) (n=1,200,000)
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mean 0.007 ms
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p50 0.006 ms
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p90 0.009 ms
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p99 0.025 ms
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p99.9 0.143 ms
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p99.99 0.269 ms
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max 8.353 ms
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coordinated-omission gap at p99.9 : 1.437 ms response vs 0.143 ms service (10.0x)
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GC activity during the measured window
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ZGC Minor Cycles collections=18 time= 919 ms [cycle (mostly concurrent)]
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ZGC Minor Pauses collections=54 time= 0 ms [stop-the-world]
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ZGC Major Cycles collections=3 time= 667 ms [cycle (mostly concurrent)]
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ZGC Major Pauses collections=15 time= 0 ms [stop-the-world]
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CSV (response time)
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collector,n,mean_ms,p50_ms,p90_ms,p99_ms,p999_ms,p9999_ms,max_ms
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ZGC Minor Cycles + ZGC Minor Pauses + ZGC Major Cycles + ZGC Major Pauses,1200000,0.016,0.006,0.009,0.029,1.437,23.675,32.178
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liveSet checksum: 1
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