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
1.87	13.2	24.6

Runtime · ms · one-shot / repeated

Workload	Monty	CPython	PyPy
expense_report	0.40 / 0.32	1.88 / 0.53	0.45 / 0.54
order_cleanup	0.49 / 0.40	1.94 / 0.61	0.50 / 0.58
api_report	0.83 / 0.44	1.92 / 0.61	0.48 / 0.57
capacity_planning	78.8 / 76.8	21.8 / 19.5	4.34 / 4.27
portfolio_risk	151 / 151	84.0 / 83.3	12.3 / 13.2
ticket_search	41.0 / 38.8	14.0 / 11.4	20.1 / 19.2
game_fannkuch	n/a / n/a	493 / 484	87.5 / 86.3
game_nbody	776 / 774	145 / 142	19.3 / 19.0
game_pidigits	n/a / n/a	197 / 197	177 / 174
game_spectral_norm	681 / 678	135 / 133	22.2 / 21.6
game_regex_dna	n/a / n/a	317 / 309	215 / 149
game_meteor_contest	n/a / n/a	123 / 120	90.9 / 86.9
perf_barnes_hut	7010 / 7010	1270 / 1250	713 / 645
perf_float	388 / 348	94.8 / 85.8	24.3 / 19.3
perf_unpack_sequence	333 / 341	27.2 / 23.8	58.0 / 56.8
perf_json_dumps	14.0 / 11.6	21.6 / 19.9	23.8 / 17.4
perf_json_loads	1.61 / 1.18	3.63 / 2.15	1.24 / 1.45
perf_gc_traversal	n/a / n/a	22.2 / 28.5	13.7 / 318
text_line_logs_small	0.58 / 0.54	0.55 / 0.57	0.61 / 0.67
text_line_logs_medium	26.4 / 25.7	13.7 / 12.0	17.4 / 15.9
text_regex_logs_small	1.45 / 0.97	0.92 / 0.81	2.59 / 1.02
text_regex_logs_medium	39.0 / 37.2	24.9 / 23.4	28.5 / 21.6
text_csv_aggregate_small	6.35 / 6.07	2.51 / 2.48	8.21 / 8.21
text_csv_aggregate_medium	585 / 559	137 / 131	95.5 / 71.9
text_csv_cleanup_small	11.9 / 11.4	3.81 / 3.75	14.6 / 14.9
text_csv_cleanup_medium	1150 / 1120	258 / 252	193 / 167
text_json_parse_small	0.76 / 0.44	0.49 / 0.49	0.40 / 0.56
text_json_parse_medium	14.8 / 10.7	17.2 / 15.3	10.6 / 9.71
text_json_transform_small	0.88 / 0.57	0.70 / 0.75	0.53 / 0.67
text_json_transform_medium	18.1 / 13.5	18.1 / 16.2	15.9 / 14.3
text_json_lines_small	0.94 / 0.63	0.80 / 0.83	0.73 / 0.80
text_json_lines_medium	20.2 / 19.7	28.0 / 26.1	18.6 / 17.9

Peak RSS · MiB · one-shot

Workload	Monty	CPython	PyPy
expense_report	19.4	19.4	57.4
order_cleanup	19.2	19.3	57.4
api_report	19.4	19.4	57.4
capacity_planning	19.3	19.3	58.2
portfolio_risk	19.4	19.3	58.4
ticket_search	19.4	19.4	60.1
game_fannkuch	n/a	19.3	58.7
game_nbody	19.4	19.4	58.7
game_pidigits	n/a	19.3	64.9
game_spectral_norm	19.3	19.4	59.2
game_regex_dna	n/a	19.4	87.2
game_meteor_contest	n/a	19.4	60.9
perf_barnes_hut	19.4	19.4	88.8
perf_float	57.5	28.4	69.9
perf_unpack_sequence	19.3	19.3	62.7
perf_json_dumps	19.4	19.4	60.5
perf_json_loads	19.4	19.3	57.4
perf_gc_traversal	n/a	19.4	66.1
text_line_logs_small	19.3	19.4	57.9
text_line_logs_medium	23.6	23.5	125
text_regex_logs_small	19.3	19.3	58.1
text_regex_logs_medium	21.5	21.5	127
text_csv_aggregate_small	19.3	19.3	58.6
text_csv_aggregate_medium	42.2	27.4	149
text_csv_cleanup_small	19.4	19.2	59.2
text_csv_cleanup_medium	49.9	33.1	147
text_json_parse_small	19.4	19.4	57.9
text_json_parse_medium	23.7	23.7	126
text_json_transform_small	19.3	19.4	57.9
text_json_transform_medium	23.6	23.6	126
text_json_lines_small	19.4	19.4	57.9
text_json_lines_medium	24.1	24.1	124