| # Rust Benchmark Performance Report |
| |
| _Generated on 2026-05-08 17:55:12_ |
| |
| ## How to Generate This Report |
| |
| ```bash |
| cd benchmarks/rust |
| cargo bench --bench serialization_bench 2>&1 | tee results/cargo_bench.log |
| cargo run --release --bin fory_profiler -- --print-all-serialized-sizes | tee results/serialized_sizes.txt |
| python benchmark_report.py --log-file results/cargo_bench.log --size-file results/serialized_sizes.txt --output-dir results |
| ``` |
| |
| ## 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 | 2026-05-08T16:47:49 | |
| |
| ## Benchmark Results |
| |
| ### Timing Results (nanoseconds) |
| |
| | Datatype | Operation | fory (ns) | protobuf (ns) | msgpack (ns) | Fastest | |
| | ----------------- | ----------- | --------- | ------------- | ------------ | ------- | |
| | NumericStruct | Serialize | 38.1 | 94.6 | 239.5 | fory | |
| | NumericStruct | Deserialize | 32.6 | 62.4 | 107.3 | fory | |
| | Sample | Serialize | 95.3 | 591.8 | 601.1 | fory | |
| | Sample | Deserialize | 410.1 | 925.8 | 805.9 | fory | |
| | MediaContent | Serialize | 120.0 | 553.9 | 446.9 | fory | |
| | MediaContent | Deserialize | 566.7 | 713.0 | 902.6 | fory | |
| | NumericStructList | Serialize | 121.5 | 512.0 | 618.0 | fory | |
| | NumericStructList | Deserialize | 137.9 | 404.9 | 615.9 | fory | |
| | SampleList | Serialize | 267.7 | 2920.2 | 2011.1 | fory | |
| | SampleList | Deserialize | 1831.9 | 4636.4 | 4141.4 | fory | |
| | MediaContentList | Serialize | 367.1 | 2835.6 | 1441.7 | fory | |
| | MediaContentList | Deserialize | 2703.8 | 3622.3 | 4832.3 | fory | |
| |
| ### Throughput Results (ops/sec) |
| |
| | Datatype | Operation | fory TPS | protobuf TPS | msgpack TPS | Fastest | |
| | ----------------- | ----------- | ---------- | ------------ | ----------- | ------- | |
| | NumericStruct | Serialize | 26,237,767 | 10,572,613 | 4,174,668 | fory | |
| | NumericStruct | Deserialize | 30,720,079 | 16,035,920 | 9,322,271 | fory | |
| | Sample | Serialize | 10,494,611 | 1,689,874 | 1,663,700 | fory | |
| | Sample | Deserialize | 2,438,311 | 1,080,170 | 1,240,895 | fory | |
| | MediaContent | Serialize | 8,331,945 | 1,805,445 | 2,237,687 | fory | |
| | MediaContent | Deserialize | 1,764,633 | 1,402,426 | 1,107,960 | fory | |
| | NumericStructList | Serialize | 8,232,485 | 1,953,125 | 1,618,071 | fory | |
| | NumericStructList | Deserialize | 7,250,580 | 2,469,563 | 1,623,535 | fory | |
| | SampleList | Serialize | 3,735,664 | 342,442 | 497,240 | fory | |
| | SampleList | Deserialize | 545,881 | 215,685 | 241,464 | fory | |
| | MediaContentList | Serialize | 2,724,350 | 352,659 | 693,626 | fory | |
| | MediaContentList | Deserialize | 369,850 | 276,068 | 206,941 | fory | |
| |
| ### Serialized Data Sizes (bytes) |
| |
| | Datatype | fory | protobuf | msgpack | |
| | ----------------- | ---- | -------- | ------- | |
| | NumericStruct | 78 | 93 | 87 | |
| | Sample | 445 | 375 | 590 | |
| | MediaContent | 362 | 301 | 500 | |
| | NumericStructList | 255 | 475 | 449 | |
| | SampleList | 1978 | 1890 | 2964 | |
| | MediaContentList | 1531 | 1520 | 2521 | |
