MatLogica | Developer Productivity Calculator

Developer Productivity Calculator

Boost Developer Productivity

Calculate the value of increased team productivity with AADC

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⚡ Do More With Your Existing Team

AADC cuts development time by 50-80% per model. Minimal code changes (<1%) mean faster integration. Your quants focus on building models, not wrestling with low-level AAD implementation. The result: 3-5x more models shipped per year with the same team size.

Real impact: From estimated 12 months for developing XVA to 3 months with AADC. Team now ships 30 models/year instead of 12.

Productivity Multiplier

❌ Without AADC

  • 2-4 weeks per model development
  • Manual optimisations
  • Mix of manual differentiation & analytical sensitivities
  • 12-15 models/year per developer

✓ With AADC

  • 5-12 days per model development
  • Automatic Differentiation
  • Stable P&L Explain
  • 25-30 models/year per developer

Calculate the Value

Your Team Productivity Value

Your Productivity Value:
Quant developer fully-loaded cost: $200K/year
Models per developer without AADC: 12/year
Models per developer with AADC: 30/year
Effective productivity multiplier: 2.5x
Equivalent Value: Like hiring 4 quants = $800K/year

Beyond the Numbers

Faster Time-to-Market

New products reach production 3-4x faster. Capture opportunities while competitors are still developing.

Higher Morale

Developers spend time on interesting problems, not boilerplate AAD code. Improved retention and satisfaction.

Ready to Boost Your Team's Productivity?

Let's discuss how AADC can accelerate your development

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