NuScore is NUVC's primary scoring system for startup pitch decks. It produces a composite score on a 0–10 scale by evaluating five investment lenses: Problem & Market, Differentiation & Moat, Execution & Leverage, Proof & Traction, and Risk & Fragility. The algorithm combines a hybrid LLM judge — which reasons over the deck the way a senior VC would — with a rule-based calibration layer that enforces consistent range behaviour and prevents grade inflation.
The score is calibrated against more than 180 real VC investment memos, which means a NuScore of 7.0 is not arbitrary — it corresponds to a pitch that would typically clear a first-round filter at a top-quartile early-stage fund. A score below 5.0 indicates the startup is still building core foundations; a score above 8.0 signals the deck is genuinely investor-ready, with the kind of narrative precision and metric strength that prompts an intro request.
Every NuScore is accompanied by a confidence level (High, Medium, Low, or Uncertain) that reflects how much extractable signal was present in the deck. A score without confidence context is incomplete — investors and founders alike should treat a High-confidence 6.5 very differently from an Uncertain 6.5.