fork: kumaraditya303
ref: mrocache
machine: linux-x86_64
commit hash: 4fbec93
commit date: 2026-06-16
overall geometric mean: 1.008x slower
HPT reliability: 99.95%
HPT 99th percentile: 1.00x slower
Memory change: 1.00x
Benchmarks with tag 'apps':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
2to3
259 ms
262 ms: 1.01x slower
docutils
2.40 sec
2.39 sec: 1.01x faster
sphinx
978 ms
998 ms: 1.02x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (1): html5lib
Benchmarks with tag 'asyncio':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
coroutines
24.1 ms
23.5 ms: 1.03x faster
Geometric mean
(ref)
1.00x slower
Benchmark hidden because not significant (10): async_generators, async_tree_memoization, asyncio_websockets, async_tree_cpu_io_mixed_tg, async_tree_none, async_tree_cpu_io_mixed, async_tree_none_tg, async_tree_memoization_tg, async_tree_io, async_tree_io_tg
Benchmarks with tag 'math':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
float
75.0 ms
74.3 ms: 1.01x faster
pidigits
188 ms
191 ms: 1.01x slower
nbody
90.5 ms
95.0 ms: 1.05x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'regex':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
regex_compile
124 ms
125 ms: 1.02x slower
regex_v8
21.4 ms
22.2 ms: 1.04x slower
regex_dna
173 ms
181 ms: 1.04x slower
regex_effbot
2.61 ms
2.75 ms: 1.05x slower
Geometric mean
(ref)
1.04x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
xml_etree_parse
144 ms
143 ms: 1.01x faster
pickle_pure_python
314 us
313 us: 1.00x faster
tomli_loads
1.86 sec
1.88 sec: 1.01x slower
json_dumps
9.70 ms
9.84 ms: 1.01x slower
xml_etree_iterparse
89.7 ms
91.6 ms: 1.02x slower
xml_etree_generate
86.3 ms
88.6 ms: 1.03x slower
xml_etree_process
61.3 ms
63.1 ms: 1.03x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (2): json_loads, unpickle_pure_python
Benchmarks with tag 'startup':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
python_startup_no_site
6.92 ms
6.97 ms: 1.01x slower
python_startup
12.3 ms
12.4 ms: 1.01x slower
Geometric mean
(ref)
1.01x slower
Benchmarks with tag 'template':
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
mako
11.8 ms
11.9 ms: 1.00x slower
django_template
35.1 ms
37.2 ms: 1.06x slower
Geometric mean
(ref)
1.03x slower
Benchmark
bm-20260615-vultr-x86_64-python-11f032f904c8019b332a-3.16.0a0-11f032f
bm-20260616-vultr-x86_64-kumaraditya303-mrocache-3.16.0a0-4fbec93
spectral_norm
97.9 ms
94.3 ms: 1.04x faster
pycparser
1.19 sec
1.15 sec: 1.04x faster
coroutines
24.1 ms
23.5 ms: 1.03x faster
deltablue
3.47 ms
3.41 ms: 1.02x faster
go
108 ms
106 ms: 1.02x faster
create_gc_cycles
1.68 ms
1.65 ms: 1.02x faster
chaos
55.7 ms
54.8 ms: 1.02x faster
subparsers
9.37 ms
9.22 ms: 1.02x faster
comprehensions
16.0 us
15.7 us: 1.02x faster
json
5.00 ms
4.93 ms: 1.02x faster
meteor_contest
101 ms
99.3 ms: 1.01x faster
pyflate
414 ms
408 ms: 1.01x faster
sqlite_synth
2.24 us
2.21 us: 1.01x faster
generators
28.7 ms
28.3 ms: 1.01x faster
bench_thread_pool
1.36 ms
1.34 ms: 1.01x faster
scimark_monte_carlo
64.6 ms
63.8 ms: 1.01x faster
raytrace
259 ms
256 ms: 1.01x faster
deepcopy_memo
26.6 us
26.4 us: 1.01x faster
float
75.0 ms
74.3 ms: 1.01x faster
crypto_pyaes
70.2 ms
69.5 ms: 1.01x faster
gc_traversal
3.57 ms
3.54 ms: 1.01x faster
fannkuch
384 ms
381 ms: 1.01x faster
dulwich_log
68.9 ms
68.4 ms: 1.01x faster
hexiom
5.89 ms
5.85 ms: 1.01x faster
docutils
2.40 sec
2.39 sec: 1.01x faster
xml_etree_parse
144 ms
143 ms: 1.01x faster
many_optionals
917 us
912 us: 1.00x faster
scimark_sor
111 ms
111 ms: 1.00x faster
pickle_pure_python
314 us
313 us: 1.00x faster
shortest_path
443 ms
445 ms: 1.00x slower
mako
11.8 ms
11.9 ms: 1.00x slower
sqlglot_v2_transpile
1.46 ms
1.47 ms: 1.00x slower
pprint_safe_repr
734 ms
738 ms: 1.01x slower
connected_components
401 ms
403 ms: 1.01x slower
python_startup_no_site
6.92 ms
6.97 ms: 1.01x slower
tomli_loads
1.86 sec
1.88 sec: 1.01x slower
mdp
1.13 sec
1.14 sec: 1.01x slower
pylint
115 ms
116 ms: 1.01x slower
2to3
259 ms
262 ms: 1.01x slower
bpe_tokeniser
4.21 sec
4.25 sec: 1.01x slower
telco
163 ms
165 ms: 1.01x slower
python_startup
12.3 ms
12.4 ms: 1.01x slower
scimark_fft
320 ms
325 ms: 1.01x slower
pidigits
188 ms
191 ms: 1.01x slower
json_dumps
9.70 ms
9.84 ms: 1.01x slower
regex_compile
124 ms
125 ms: 1.02x slower
sympy_integrate
19.0 ms
19.3 ms: 1.02x slower
nqueens
74.2 ms
75.4 ms: 1.02x slower
sympy_sum
156 ms
158 ms: 1.02x slower
pprint_pformat
1.49 sec
1.51 sec: 1.02x slower
coverage
84.2 ms
85.7 ms: 1.02x slower
logging_simple
6.10 us
6.22 us: 1.02x slower
sphinx
978 ms
998 ms: 1.02x slower
xml_etree_iterparse
89.7 ms
91.6 ms: 1.02x slower
pathlib
17.8 ms
18.2 ms: 1.02x slower
richards
43.7 ms
44.7 ms: 1.02x slower
deepcopy
232 us
238 us: 1.03x slower
xml_etree_generate
86.3 ms
88.6 ms: 1.03x slower
sympy_str
273 ms
280 ms: 1.03x slower
xml_etree_process
61.3 ms
63.1 ms: 1.03x slower
sqlglot_v2_normalize
101 ms
104 ms: 1.03x slower
richards_super
49.5 ms
51.1 ms: 1.03x slower
sqlglot_v2_optimize
51.2 ms
52.8 ms: 1.03x slower
deepcopy_reduce
2.58 us
2.67 us: 1.03x slower
thrift
791 us
818 us: 1.03x slower
regex_v8
21.4 ms
22.2 ms: 1.04x slower
sympy_expand
458 ms
475 ms: 1.04x slower
regex_dna
173 ms
181 ms: 1.04x slower
typing_runtime_protocols
117 us
122 us: 1.04x slower
logging_format
6.77 us
7.08 us: 1.05x slower
nbody
90.5 ms
95.0 ms: 1.05x slower
regex_effbot
2.61 ms
2.75 ms: 1.05x slower
django_template
35.1 ms
37.2 ms: 1.06x slower
scimark_lu
112 ms
119 ms: 1.06x slower
scimark_sparse_mat_mult
4.53 ms
4.83 ms: 1.06x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (17): bench_mp_pool, logging_silent, k_core, async_generators, sqlglot_v2_parse, async_tree_memoization, asyncio_websockets, json_loads, async_tree_cpu_io_mixed_tg, unpickle_pure_python, html5lib, async_tree_none, async_tree_cpu_io_mixed, async_tree_none_tg, async_tree_memoization_tg, async_tree_io, async_tree_io_tg
Geometric mean (including insignificant results): 1.008x slower
Reliability score: 99.95% likely to be slow
90% likely to have a slowdown of 1.00x
95% likely to have a slowdown of 1.00x
99% likely to have a slowdown of 1.00x