Toptal optimizes NFL Draft simulations for sports analytics company.

The company aimed to revolutionize its simulations by accelerating performance and accuracy. Toptal’s custom solutions significantly enhanced simulation speed.

Client

U.S. football analytics tech firm offering AI-driven scouting and roster decision tools for pro and collegiate teams.

Employees

50+

Industry

Sports and Entertainment

Delivered Services

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Challenge

A sports analytics company faced inefficient software due to limited GPU architecture expertise, resulting in slow simulation queries during NFL drafts and negatively impacting real-time decision-making.

Solution

Precision Optimization

Toptal utilized Nsight Compute profiling data to identify performance bottlenecks. Tasks were prioritized based on work-to-gain ratios, leading to impactful changes.

Code and Block Optimization

Toptal optimized block sizes and rewrote code segments to minimize divergence, significantly boosting performance.

Outcome

Drastic Speed Improvement

The optimization increased speed by 12x to 36x, with worst-case scenarios delivering results in under 100 milliseconds, drastically improving real-time data support.

Rapid Project Completion

Toptal completed the optimization well ahead of the initial three to six month estimate, delivering the changes in just a few days.

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