DataSON Benchmark Report

Environment: Python 3.12.0 | DataSON: v0.13.0 | Framework: improved_v1 | Scenarios: 5 tested

📊 DataSON API Performance Matrix

Method Comparison

Performance comparison across different DataSON API methods for real-world scenarios.

Scenario	deserialize	dump_fast	dump_secure	dumps	load_basic	load_smart	loads	serialize
Api Response Processing	140.5μs	104.1μs	531.8μs	103.0μs	122.6μs	239.3μs	417.8μs	186.6μs
Secure Data Storage	67.1μs	40.5μs	113.5μs	35.0μs	72.6μs	152.1μs	235.1μs	72.3μs
Ml Model Serialization	273.9μs	73.0μs	193.5μs	72.2μs	270.5μs	291.2μs	603.9μs	111.1μs
Mobile App Sync	113.8μs	50.3μs	209.5μs	49.6μs	119.2μs	195.9μs	324.1μs	82.0μs
Web Service Integration	67.8μs	50.5μs	124.4μs	45.4μs	72.1μs	171.5μs	266.9μs	77.2μs

🏁 Competitive Analysis

vs Other Libraries

DataSON performance compared to other popular serialization libraries.

Api Response Processing

Competitive analysis for api_response_processing

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

datason: 3 string chars

orjson: 863 bytes

ujson: 863 string chars

json: 952 string chars

pickle: 702 bytes

msgpack: 682 bytes

Secure Data Storage

Competitive analysis for secure_data_storage

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

datason: 2 string chars

orjson: 309 bytes

ujson: 309 string chars

json: 331 string chars

pickle: 329 bytes

msgpack: 258 bytes

Ml Model Serialization

Competitive analysis for ml_model_serialization

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

datason: 1 string chars

orjson: 1,181 bytes

ujson: 1,181 string chars

json: 1,308 string chars

pickle: 1,171 bytes

msgpack: 1,113 bytes

Mobile App Sync

Competitive analysis for mobile_app_sync

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

datason: 1 string chars

orjson: 937 bytes

ujson: 937 string chars

json: 1,002 string chars

pickle: 928 bytes

msgpack: 789 bytes

Web Service Integration

Competitive analysis for web_service_integration

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

datason: 1 string chars

orjson: 341 bytes

ujson: 345 string chars

json: 374 string chars

pickle: 358 bytes

msgpack: 284 bytes

📈 Version Evolution Tracking

v0.13.0

Performance baseline for DataSON v0.13.0 - future versions will be compared against these metrics.

5 Scenarios Tested

0ms Avg Serialize Time

0ms Avg Deserialize Time

0/5 Success Rate

Scenario	Serialize Time	Deserialize Time	Output Size
Api Response Processing	Error	Error	3 chars
Secure Data Storage	Error	Error	2 chars
Ml Model Serialization	Error	Error	1 chars
Mobile App Sync	Error	Error	1 chars
Web Service Integration	Error	Error	1 chars

📊 DataSON Benchmark Report

📊 DataSON API Performance Matrix

🏁 Competitive Analysis

Api Response Processing

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

Secure Data Storage

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

Ml Model Serialization

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

Mobile App Sync

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

Web Service Integration

Serialization Performance:

Deserialization Performance:

Output Size Comparison:

📈 Version Evolution Tracking