Benchmark

🧪 Environment

• Python Version: 3.11
• Machine: arm64
• Processor: arm
• CPU Cores: 14 cores
• CPU Frequency: 4 MHz
• Total Memory: 36.00 GB
• novastack-workflows Version: 1.1.2

1. 📈 Scalability Benchmark

How performance scales with workflow complexity and data size.

O(1) Workflow

Metric	Value
Iterations	100
Avg Latency	0.45 ms
Min Latency	0.42 ms
Max Latency	0.61 ms
Std Deviation	0.03 ms
Throughput	2227.98 wf/s
Peak Memory	0.03 MB

O(n) Workflow

Data Size	Avg Latency	Throughput	Peak Memory
10	0.90 ms	1115.98 wf/s	0.01 MB
100	0.89 ms	1121.85 wf/s	0.01 MB
1,000	0.91 ms	1099.38 wf/s	0.02 MB
10,000	1.12 ms	894.12 wf/s	0.09 MB

2. 🔄 Concurrency Benchmark

How performance scales with parallel workflow execution.

O(1) Workflow

Concurrency	Throughput	Avg Latency/WF	Peak Memory
1	1905.47 wf/s	0.52 ms	0.01 MB
10	4370.18 wf/s	0.23 ms	0.09 MB
50	5015.76 wf/s	0.20 ms	0.45 MB
100	5168.48 wf/s	0.19 ms	0.88 MB

O(n) Workflow

Concurrency	Throughput	Avg Latency/WF	Peak Memory
1	989.39 wf/s	1.01 ms	0.01 MB
10	2176.67 wf/s	0.46 ms	0.12 MB
50	2385.43 wf/s	0.42 ms	0.62 MB
100	2146.29 wf/s	0.47 ms	1.31 MB