Application benchmarks

CPU: AMD EPYC 7763 64-Core Processor · 4 logical CPUs
OS: Linux-6.17.0-1022-azure-x86_64-with-glibc2.39
Samples: 20

Measurement details

Repeated warmups: 3
Timing: Median ms · one-shot / repeated · startup excluded
RSS: Median MiB · separate one-shot processes including startup
Startup: Empty -c command · launch through exit · normal defaults
Sort: Click column headers

Monty 1.1.0 · CPython 3.14.8 · PyPy 8.0.0

Runtimes and build details

monty · monty · 1.1.0
/home/runner/work/flying-circus/flying-circus/_runtimes/monty/bin/monty
Prebuilt PyPI wheel: pydantic-monty-runtime==1.1.0; source revision and compiler flags unverified
c9d19e7256886558c67678582d0d223de3eb05232f69da9da657ab9e090f3f35

cpython · cpython · Python 3.14.8
/opt/hostedtoolcache/Python/3.14.8/x64/bin/python3.14
Source revision and compiler flags unverified
a5230d8adbd26c2185d77fb003597c4ee9c44c2369fc179122ff7c3a3a58ae59

pypy · pypy · Python 3.11.16 (78565394c9b5, Sep 18 2026, 08:00:14) [PyPy 8.0.0 with GCC 14.2.1 20250110 (Red Hat 14.2.1-11)]
/opt/hostedtoolcache/PyPy/3.11.16/x64/bin/pypy3.11
Source revision and compiler flags unverified
7aebd6513a8f1dc8529abecf80d25b66951ddb5e9bab14b2750a7dab7947a94d

Process startup · ms

Monty	CPython	PyPy
1.86	13.3	25.0

Runtime · ms · one-shot / repeated

Workload	Monty	CPython	PyPy
expense_report	0.40 / 0.34	1.95 / 0.56	0.47 / 0.55
order_cleanup	0.47 / 0.39	2.02 / 0.61	0.53 / 0.59
api_report	0.82 / 0.45	1.97 / 0.59	0.51 / 0.59
capacity_planning	77.2 / 75.2	21.9 / 19.5	4.56 / 4.23
portfolio_risk	158 / 160	84.1 / 83.5	12.7 / 13.3
ticket_search	42.2 / 39.8	14.2 / 11.7	20.7 / 19.3
game_fannkuch	n/a	494 / 487	87.5 / 87.2
game_nbody	796 / 794	145 / 144	19.3 / 19.0
game_pidigits	n/a	200 / 202	178 / 175
game_spectral_norm	708 / 707	137 / 135	22.8 / 23.0
game_regex_dna	n/a	320 / 313	219 / 149
game_meteor_contest	n/a	123 / 121	92.1 / 86.2
perf_barnes_hut	6880 / 6900	1260 / 1250	718 / 674
perf_float	394 / 353	95.6 / 86.6	24.8 / 20.0
perf_unpack_sequence	333 / 340	28.4 / 24.0	58.5 / 56.5
perf_json_dumps	14.1 / 11.9	21.8 / 19.7	23.9 / 17.0
perf_json_loads	1.60 / 1.19	3.74 / 2.19	1.31 / 1.40
perf_gc_traversal	n/a	22.9 / 29.5	15.1 / 313
text_line_logs_small	0.59 / 0.59	0.55 / 0.59	0.63 / 0.66
text_line_logs_medium	27.7 / 26.9	13.8 / 12.1	17.6 / 16.1
text_regex_logs_small	1.44 / 1.02	0.93 / 0.81	2.67 / 1.05
text_regex_logs_medium	38.7 / 37.3	25.1 / 23.8	28.7 / 21.8
text_csv_aggregate_small	6.44 / 6.15	2.53 / 2.48	8.35 / 8.28
text_csv_aggregate_medium	600 / 571	138 / 130	98.6 / 72.7
text_csv_cleanup_small	12.0 / 11.5	3.81 / 3.78	15.0 / 14.8
text_csv_cleanup_medium	1180 / 1140	256 / 253	195 / 169
text_json_parse_small	0.78 / 0.44	0.48 / 0.51	0.42 / 0.56
text_json_parse_medium	15.2 / 10.7	17.5 / 15.2	10.8 / 10.2
text_json_transform_small	0.89 / 0.57	0.71 / 0.73	0.55 / 0.65
text_json_transform_medium	18.5 / 13.7	18.6 / 16.4	16.1 / 14.4
text_json_lines_small	0.94 / 0.67	0.81 / 0.84	0.75 / 0.81
text_json_lines_medium	20.8 / 20.0	28.4 / 26.7	19.1 / 18.3

Peak RSS · MiB · one-shot

Workload	Monty	CPython	PyPy
expense_report	19.4	19.4	57.5
order_cleanup	19.4	19.4	57.4
api_report	19.4	19.3	57.4
capacity_planning	19.4	19.4	58.2
portfolio_risk	19.4	19.4	58.4
ticket_search	19.4	19.3	60.2
game_fannkuch	n/a	19.3	58.7
game_nbody	19.4	19.3	58.7
game_pidigits	n/a	19.4	64.9
game_spectral_norm	19.3	19.4	59.2
game_regex_dna	n/a	19.3	87.2
game_meteor_contest	n/a	19.4	61.0
perf_barnes_hut	19.3	19.4	88.8
perf_float	57.4	28.4	69.9
perf_unpack_sequence	19.4	19.4	62.7
perf_json_dumps	19.4	19.4	60.6
perf_json_loads	19.3	19.4	57.5
perf_gc_traversal	n/a	19.3	66.1
text_line_logs_small	19.4	19.4	57.9
text_line_logs_medium	23.5	23.4	125
text_regex_logs_small	19.4	19.4	58.2
text_regex_logs_medium	21.4	21.5	127
text_csv_aggregate_small	19.3	19.4	58.6
text_csv_aggregate_medium	42.0	27.4	149
text_csv_cleanup_small	19.4	19.4	59.2
text_csv_cleanup_medium	49.8	33.2	147
text_json_parse_small	19.4	19.4	57.9
text_json_parse_medium	23.7	23.7	126
text_json_transform_small	19.4	19.4	57.9
text_json_transform_medium	23.6	23.6	126
text_json_lines_small	19.4	19.3	57.9
text_json_lines_medium	24.1	24.0	124