C++ Benchmark Performance Report
Generated on 2026-05-08 17:54:45
How to Generate This Report
cd benchmarks/cpp/build
./fory_benchmark --benchmark_format=json --benchmark_out=benchmark_results.json
cd ..
python benchmark_report.py --json-file build/benchmark_results.json --output-dir report
Benchmark Plot
The plot shows throughput (ops/sec); higher is better.
Hardware & OS Info
| Key | Value |
|---|---|
| OS | Darwin 24.6.0 |
| Machine | arm64 |
| Processor | arm |
| CPU Cores (Physical) | 12 |
| CPU Cores (Logical) | 12 |
| Total RAM (GB) | 48.0 |
| Benchmark Date | 2026-05-08T16:29:28+08:00 |
| CPU Cores (from benchmark) | 12 |
Benchmark Results
Timing Results (nanoseconds)
| Datatype | Operation | fory (ns) | protobuf (ns) | msgpack (ns) | Fastest |
|---|---|---|---|---|---|
| NumericStruct | Serialize | 24.9 | 48.2 | 91.0 | fory |
| NumericStruct | Deserialize | 26.6 | 33.0 | 1194.5 | fory |
| Sample | Serialize | 62.3 | 97.3 | 314.6 | fory |
| Sample | Deserialize | 371.1 | 689.0 | 2649.9 | fory |
| MediaContent | Serialize | 115.0 | 857.2 | 311.7 | fory |
| MediaContent | Deserialize | 406.5 | 1193.1 | 3311.1 | fory |
| NumericStructList | Serialize | 81.7 | 495.0 | 485.6 | fory |
| NumericStructList | Deserialize | 180.9 | 410.6 | 5733.1 | fory |
| SampleList | Serialize | 284.9 | 5004.9 | 1579.6 | fory |
| SampleList | Deserialize | 1928.7 | 5118.1 | 13396.8 | fory |
| MediaContentList | Serialize | 464.8 | 4861.1 | 1671.1 | fory |
| MediaContentList | Deserialize | 2099.8 | 6610.3 | 13963.4 | fory |
Throughput Results (ops/sec)
| Datatype | Operation | fory TPS | protobuf TPS | msgpack TPS | Fastest |
|---|---|---|---|---|---|
| NumericStruct | Serialize | 40,087,668 | 20,733,305 | 10,989,907 | fory |
| NumericStruct | Deserialize | 37,606,127 | 30,296,744 | 837,189 | fory |
| Sample | Serialize | 16,041,299 | 10,277,207 | 3,178,983 | fory |
| Sample | Deserialize | 2,694,434 | 1,451,449 | 377,373 | fory |
| MediaContent | Serialize | 8,698,574 | 1,166,539 | 3,208,626 | fory |
| MediaContent | Deserialize | 2,460,094 | 838,185 | 302,013 | fory |
| NumericStructList | Serialize | 12,240,275 | 2,020,102 | 2,059,276 | fory |
| NumericStructList | Deserialize | 5,527,333 | 2,435,246 | 174,427 | fory |
| SampleList | Serialize | 3,510,210 | 199,804 | 633,061 | fory |
| SampleList | Deserialize | 518,490 | 195,386 | 74,645 | fory |
| MediaContentList | Serialize | 2,151,560 | 205,715 | 598,396 | fory |
| MediaContentList | Deserialize | 476,241 | 151,280 | 71,616 | fory |
Serialized Data Sizes (bytes)
| Datatype | fory | protobuf | msgpack |
|---|---|---|---|
| NumericStruct | 78 | 93 | 87 |
| Sample | 445 | 375 | 530 |
| MediaContent | 362 | 301 | 480 |
| NumericStructList | 255 | 475 | 449 |
| SampleList | 1978 | 1890 | 2664 |
| MediaContentList | 1531 | 1520 | 2421 |