Performance Data

Performance Benchmarks

Independent benchmarks demonstrating AADC's performance advantages over traditional AAD approaches, GPU implementations, and ML frameworks.

420x
vs Python
73x
Greeks vs NumPy
5.4x
vs Hand-optimized C++
6-100×
vs Tape AAD
<1
Adjoint Factor

Benchmark Results

Independent benchmarks demonstrating AADC's performance across different use cases

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