A side-by-side architectural benchmark executing identical slot game math loops (10,000,000 simulated spins) on identical hardware. By eliminating dynamic array allocations, reducing runtime state evaluation overhead, and optimizing the execution path, throughput increased 65x.
Legacy Engine: 4,641 spins/sec ████░░░░░░░░░░░░░░░░
Next-Gen Engine: 304,853 spins/sec ████████████████████
🚀 65.6x Performance Gain
To find the absolute upper limit of these optimization techniques, I isolated the core simulation logic into a standalone benchmark script: test_your_might.php. By completely stripping away framework overhead, network latency, and I/O bottlenecks, this script captures the raw mathematical throughput of our 1D memory layout and unrolled evaluation loops running on a single CPU core.
The results under pure isolation exceeded all expectations, demonstrating what the PHP 8.5 JIT compiler is truly capable of when execution paths become fully predictable:
- Execution Time: 0.5377 seconds
- Calculated RTP: 0.1543124
- Max Throughput: 1,859,739 RPS (Spins per second)
| Stage / Engine Level | Throughput (RPS) | Speedup vs Legacy | Latency / 10M Spins |
|---|---|---|---|
| Legacy Engine Baseline | ~5,000 RPS | 1x (Baseline) | ~555 hours |
| Optimized Core Architecture | ~304,853 RPS | ~60x | ~32 seconds |
| Isolated Hot Path (Standalone) | ~1,859,739 RPS | ~370x | ~5.3 seconds |
This confirms that the mathematical slot core is no longer a bottleneck. The CPU-bound simulation layer hits its theoretical "speed-of-light" limits when flattened into 1D arrays and freed from memory allocation cycles.
To break past single-core limitations and eliminate dynamic runtime overhead to see peak possible results, the math logic written with described basics and principles was ported to Go: test_your_might.go. By utilizing native OS-level concurrency (sync.WaitGroup), zero-allocation memory locality, and a hardware-optimized PCG generator, the isolated multi-threaded simulation scaled massively:
- Execution Time: 0.8308 seconds (For 100,000,000 total spins)
- Calculated RTP: 0.1545220
- Max Throughput: 120,366,325 RPS (Spins per second)
| Stage / Engine Level | Throughput (RPS) | Speedup vs Legacy | Multi-Threading | Notes / Runtime Environment |
|---|---|---|---|---|
| Legacy Engine Baseline | ~5,000 RPS | 1x (Baseline) | No (Single-Core) | Heavy OOP structures & Array functions |
| Optimized Core Architecture | ~304,853 RPS | ~60x | No (Single-Core) | Monolith layout with JIT enabled |
| Isolated Hot Path (PHP) | ~1,859,739 RPS | ~370x | No (Single-Core) | Pure isolated CLI context without boilerplate |
| Isolated Concurrent Hot Path (Go) | ~120,366,325 RPS | ~24,000x | Yes (All CPU Cores) | Zero-allocation stack bound execution |
This confirms that when slot engine math is stripped down to raw primitives, flattened data structures, and compiled with mechanical sympathy for CPU caching, the computation layer completely ceases to be a system bottleneck.
