| # C++ Benchmark Performance Report |
| |
| _Generated on 2026-06-12 16:14:04_ |
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| ## How to Generate This Report |
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| ```bash |
| 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 |
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| The plot shows throughput (ops/sec); higher is better. |
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|  |
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| ## 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 | 2026-06-12T16:13:27+08:00 | |
| | CPU Cores (from benchmark) | 12 | |
| |
| ## Benchmark Results |
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| ### Timing Results (nanoseconds) |
| |
| | Datatype | Operation | fory (ns) | protobuf (ns) | msgpack (ns) | Fastest | |
| | ----------------- | ----------- | --------- | ------------- | ------------ | ------- | |
| | NumericStruct | Serialize | 25.7 | 48.2 | 85.4 | fory | |
| | NumericStruct | Deserialize | 25.1 | 31.8 | 887.2 | fory | |
| | Sample | Serialize | 60.6 | 96.4 | 361.6 | fory | |
| | Sample | Deserialize | 176.7 | 397.0 | 2031.6 | fory | |
| | MediaContent | Serialize | 113.5 | 471.0 | 290.4 | fory | |
| | MediaContent | Deserialize | 247.3 | 641.9 | 2015.4 | fory | |
| | NumericStructList | Serialize | 83.3 | 372.9 | 446.9 | fory | |
| | NumericStructList | Deserialize | 158.1 | 268.2 | 4342.4 | fory | |
| | SampleList | Serialize | 258.8 | 2829.7 | 2602.3 | fory | |
| | SampleList | Deserialize | 1001.7 | 2794.4 | 12220.7 | fory | |
| | MediaContentList | Serialize | 504.2 | 2589.8 | 1549.5 | fory | |
| | MediaContentList | Deserialize | 1258.6 | 3620.3 | 10263.4 | fory | |
| |
| ### Throughput Results (ops/sec) |
| |
| | Datatype | Operation | fory TPS | protobuf TPS | msgpack TPS | Fastest | |
| | ----------------- | ----------- | ---------- | ------------ | ----------- | ------- | |
| | NumericStruct | Serialize | 38,845,461 | 20,734,963 | 11,707,994 | fory | |
| | NumericStruct | Deserialize | 39,872,217 | 31,443,829 | 1,127,092 | fory | |
| | Sample | Serialize | 16,496,488 | 10,372,657 | 2,765,312 | fory | |
| | Sample | Deserialize | 5,660,852 | 2,518,926 | 492,232 | fory | |
| | MediaContent | Serialize | 8,808,084 | 2,122,926 | 3,443,519 | fory | |
| | MediaContent | Deserialize | 4,043,028 | 1,557,819 | 496,175 | fory | |
| | NumericStructList | Serialize | 11,999,598 | 2,681,661 | 2,237,536 | fory | |
| | NumericStructList | Deserialize | 6,323,730 | 3,728,133 | 230,285 | fory | |
| | SampleList | Serialize | 3,864,068 | 353,391 | 384,276 | fory | |
| | SampleList | Deserialize | 998,326 | 357,854 | 81,828 | fory | |
| | MediaContentList | Serialize | 1,983,502 | 386,135 | 645,372 | fory | |
| | MediaContentList | Deserialize | 794,544 | 276,221 | 97,434 | 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 | |
