Application benchmarks

CPU: AMD EPYC 9V45 96-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
1.65	9.25	17.6

Runtime · ms · one-shot / repeated

Workload	Monty	CPython	PyPy
expense_report	0.36 / 0.27	1.18 / 0.38	0.34 / 0.43
order_cleanup	0.43 / 0.34	1.23 / 0.46	0.38 / 0.50
api_report	0.70 / 0.38	1.26 / 0.45	0.32 / 0.48
capacity_planning	38.7 / 36.9	11.1 / 10.2	2.95 / 3.00
portfolio_risk	90.5 / 91.3	47.9 / 49.1	8.11 / 8.91
ticket_search	25.1 / 23.6	8.38 / 7.49	12.8 / 12.4
game_fannkuch	n/a	253 / 260	55.1 / 54.3
game_nbody	463 / 462	69.3 / 71.8	11.8 / 11.8
game_pidigits	n/a	149 / 150	103 / 103
game_spectral_norm	425 / 434	70.8 / 73.1	14.2 / 13.7
game_regex_dna	n/a	190 / 186	140 / 97.3
game_meteor_contest	n/a	72.2 / 71.3	55.6 / 51.7
perf_barnes_hut	4280 / 4280	630 / 654	408 / 330
perf_float	251 / 223	57.6 / 50.2	15.7 / 12.9
perf_unpack_sequence	227 / 229	14.4 / 12.8	32.9 / 32.6
perf_json_dumps	9.13 / 7.18	12.4 / 11.1	13.9 / 10.0
perf_json_loads	1.22 / 0.85	2.27 / 1.40	0.78 / 1.00
perf_gc_traversal	n/a	14.9 / 20.7	10.3 / 272
text_line_logs_small	0.43 / 0.38	0.34 / 0.36	0.40 / 0.43
text_line_logs_medium	17.5 / 17.1	7.92 / 6.63	11.6 / 10.4
text_regex_logs_small	1.11 / 0.70	0.56 / 0.50	1.64 / 0.67
text_regex_logs_medium	25.0 / 23.8	13.5 / 12.5	17.1 / 13.7
text_csv_aggregate_small	4.28 / 4.10	1.49 / 1.54	5.04 / 5.44
text_csv_aggregate_medium	408 / 385	75.3 / 70.7	63.5 / 44.3
text_csv_cleanup_small	7.70 / 7.32	2.16 / 2.21	8.74 / 9.08
text_csv_cleanup_medium	800 / 753	140 / 141	121 / 102
text_json_parse_small	0.56 / 0.27	0.30 / 0.32	0.24 / 0.37
text_json_parse_medium	10.6 / 7.49	10.2 / 9.05	7.19 / 6.26
text_json_transform_small	0.70 / 0.41	0.46 / 0.52	0.38 / 0.50
text_json_transform_medium	12.9 / 9.48	10.8 / 9.83	10.5 / 9.46
text_json_lines_small	0.71 / 0.42	0.51 / 0.54	0.47 / 0.54
text_json_lines_medium	13.4 / 13.1	16.1 / 14.9	12.4 / 12.0

Peak RSS · MiB · one-shot

Workload	Monty	CPython	PyPy
expense_report	19.5	19.4	57.5
order_cleanup	19.4	19.4	57.6
api_report	19.4	19.4	57.4
capacity_planning	19.5	19.4	58.2
portfolio_risk	19.5	19.4	58.5
ticket_search	19.4	19.4	60.2
game_fannkuch	n/a	19.4	58.7
game_nbody	19.5	19.4	58.8
game_pidigits	n/a	19.4	64.9
game_spectral_norm	19.4	19.5	59.2
game_regex_dna	n/a	19.5	87.2
game_meteor_contest	n/a	19.4	60.9
perf_barnes_hut	19.4	19.4	88.9
perf_float	58.0	28.4	70.0
perf_unpack_sequence	19.4	19.5	63.0
perf_json_dumps	19.4	19.5	60.6
perf_json_loads	19.5	19.5	57.5
perf_gc_traversal	n/a	19.4	66.2
text_line_logs_small	19.5	19.4	57.9
text_line_logs_medium	23.6	23.5	125
text_regex_logs_small	19.5	19.5	58.2
text_regex_logs_medium	21.6	21.5	127
text_csv_aggregate_small	19.5	19.5	58.6
text_csv_aggregate_medium	42.3	27.4	149
text_csv_cleanup_small	19.4	19.5	59.2
text_csv_cleanup_medium	49.9	33.1	147
text_json_parse_small	19.4	19.5	57.9
text_json_parse_medium	23.8	23.6	126
text_json_transform_small	19.4	19.5	57.9
text_json_transform_medium	23.7	23.5	126
text_json_lines_small	19.4	19.3	57.9
text_json_lines_medium	24.2	24.1	124