How It Was Built
ClutchTip wasn't designed in a boardroom. It was built the same way great things usually are — through discipline, iteration, and refusing to accept "good enough."
In March 2024, one developer started tracking NBA predictions manually — testing approaches, comparing results, logging every outcome. No institutional backing. No team. Just a workstation, a question, and a commitment to finding out whether the signal was real.
Eighteen months of iteration followed. Hundreds of model variations. Architecture rebuilt from scratch when early versions showed promise but lacked rigour. Injury filtering added when it became clear that was explaining the model's biggest misses. Multi-sport expansion when the engine proved it could generalise. Every decision documented. Every result verifiable.
The result is an engine that performs 5.7 trillion calculations in 15 minutes, simulates each game 20,000 times, and has been right more than 73% of the time across 570+ verified picks — and more than 82% of the time when it's most confident.
The hardware that runs it costs less than a mid-range car. The IP it protects is worth considerably more. Greatness through the discipline of iteration.