rust

Performance Comparison Report

Generated on 2025-10-26 18:36:41

How to generate performance report:

cargo bench 2>&1 | tee cargo_bench.log
python benchmark_report.py --log-file cargo_bench.log --output-dir=report_output

Hardware & OS Info

Key	Value
OS	Darwin 24.5.0
Machine	arm64
Processor	arm
CPU Cores (Physical)	12
CPU Cores (Logical)	12
Total RAM (GB)	48.0

Benchmark Plots

company

ecommerce_data

person

simple_list

simple_map

simple_struct

system_data

Serialize Results

Datatype	Size	Operation	Fory TPS	JSON TPS	Protobuf TPS	Fastest
company	small	serialize	10,063,906	761,673	896,620	fory
company	medium	serialize	412,507	33,835	37,590	fory
company	large	serialize	9,183	793	880	fory
ecommerce_data	small	serialize	2,350,729	206,262	256,970	fory
ecommerce_data	medium	serialize	59,977	4,699	5,242	fory
ecommerce_data	large	serialize	3,727	266	295	fory
person	small	serialize	13,632,522	1,345,189	1,475,035	fory
person	medium	serialize	3,839,656	337,610	369,031	fory
person	large	serialize	907,853	79,631	91,408	fory
simple_list	small	serialize	27,726,945	4,874,957	4,643,172	fory
simple_list	medium	serialize	4,770,765	401,558	397,551	fory
simple_list	large	serialize	606,061	41,061	44,565	fory
simple_map	small	serialize	22,862,369	3,888,025	2,695,999	fory
simple_map	medium	serialize	2,128,973	204,319	193,132	fory
simple_map	large	serialize	177,847	18,419	18,668	fory
simple_struct	small	serialize	35,729,598	10,167,045	8,633,342	fory
simple_struct	medium	serialize	34,988,279	9,737,098	6,433,350	fory
simple_struct	large	serialize	31,801,558	4,545,041	7,420,049	fory
system_data	small	serialize	5,382,131	468,033	569,930	fory
system_data	medium	serialize	174,240	11,896	14,753	fory
system_data	large	serialize	10,671	876	1,040	fory

Deserialize Results

Datatype	Size	Operation	Fory TPS	JSON TPS	Protobuf TPS	Fastest
company	small	deserialize	1,145,593	718,597	917,431	fory
company	medium	deserialize	35,195	24,474	25,057	fory
company	large	deserialize	836	623	623	fory
ecommerce_data	small	deserialize	278,427	183,237	241,109	fory
ecommerce_data	medium	deserialize	5,622	3,820	4,249	fory
ecommerce_data	large	deserialize	298	204	217	fory
person	small	deserialize	1,924,372	1,214,388	1,675,631	fory
person	medium	deserialize	371,016	265,280	266,333	fory
person	large	deserialize	84,839	63,975	61,820	fory
simple_list	small	deserialize	6,129,329	3,599,582	4,429,286	fory
simple_list	medium	deserialize	460,745	305,409	337,336	fory
simple_list	large	deserialize	54,348	33,962	38,776	fory
simple_map	small	deserialize	3,686,364	3,090,426	3,477,051	fory
simple_map	medium	deserialize	171,774	126,638	119,323	fory
simple_map	large	deserialize	16,501	10,920	10,853	fory
simple_struct	small	deserialize	31,476,235	12,948,168	28,280,543	fory
simple_struct	medium	deserialize	30,077,902	10,431,118	23,012,841	fory
simple_struct	large	deserialize	28,201,585	8,955,759	23,528,858	fory
system_data	small	deserialize	644,870	421,106	549,209	fory
system_data	medium	deserialize	14,322	9,205	10,565	fory
system_data	large	deserialize	961	634	706	fory

Serialized data size

data type	data size	fory	protobuf
simple-struct	small	21	19
simple-struct	medium	70	66
simple-struct	large	220	216
simple-list	small	36	16
simple-list	medium	802	543
simple-list	large	14512	12876
simple-map	small	33	36
simple-map	medium	795	1182
simple-map	large	17893	21746
person	small	122	118
person	medium	873	948
person	large	7531	7865
company	small	191	182
company	medium	9118	9950
company	large	748105	782485
e-commerce-data	small	750	737
e-commerce-data	medium	53275	58025
e-commerce-data	large	1079358	1166878
system-data	small	311	315
system-data	medium	24301	26161
system-data	large	450031	479988

How to generate flamegraph

Basic command:

cargo flamegraph --bin fory_profiler -- --operation deserialize --serializer fory -t e-commerce-data

Using criterion to generate flamegraph for any benchmark:

cargo bench --bench serialization_bench --features profiling -- simple_struct/fory_serialize/small --profile-time=10
ls ../target/criterion/simple_struct/fory_serialize/small/profile/flamegraph.svg

detailed command:

cd benches
rm -rf cargo-flamegraph.trace
export CARGO_PROFILE_RELEASE_DEBUG=true &&
cargo flamegraph \
  --inverted \
  --deterministic \
  --palette rust \
  --min-width 0.05 \
  --bin fory_profiler -- \
  --operation deserialize \
  --serializer fory

How to run benchmarks

cargo bench

To run only a specific benchmark group, you can use a command like

cargo bench --bench serialization_bench -- simple_struct

How to print serialized data size

cargo run --bin fory_profiler -- --print-all-serialized-sizes