Contrary to the 'get in early' mantra, the certainty of a 3-5x return on a category-defining company like Databricks can be a more attractive investment than a high-risk seed deal. The time and risk-adjusted returns for late-stage winners are often superior.

Series A investors have become fixated on unrealistic '10x year-over-year growth' metrics. This creates a difficult funding environment for fundamentally strong companies that are growing at a more sustainable but less hyped 3-4x rate.

The biggest venture outcomes often take 8-10 years or more to mature. Instead of optimizing for quick IRR, early-stage VCs should embrace long holding periods. This "duration" is a feature that allows for massive value creation and aligns with building truly transformative companies, prioritizing multiples over short-term gains.

Contrary to the instinct to sell a big winner, top fund managers often hold onto their best-performing companies. The initial 10x return is a strong signal of a best-in-class product, team, and market, indicating potential for continued exponential growth rather than a peak.

A strategy for durable company-building is to aim for an enterprise value multiple that is highest in year 20. This long-term perspective focuses on the immense power of late-stage compounding growth and insulates the company from the volatility of short-term capital markets and technology hype.

The bar for early-stage funding has shifted dramatically. While 3x year-over-year growth was once impressive, investors now seek unprecedented acceleration, often modeling companies that go from $1M to $100M ARR in a year. This leaves many solid, compounding businesses unable to secure traditional venture capital.

The most significant companies are often founded long before their sector becomes a "hot" investment theme. For example, OpenAI was founded in 2015, years before AI became a dominant VC trend. Early-stage investors should actively resist popular memes and cycles, as they are typically trailing indicators of innovation.

Public market investors systematically underestimate sustained high growth (e.g., 60%+), defaulting to models that assume rapid deceleration. This creates an opportunity for private investors with longer time horizons to more accurately value these companies.

The once-golden standard of "Triple twice, double three times" (T2D3) growth is no longer sufficient for top-tier VCs. They now exclusively hunt "large cap" hyper-growth companies (e.g., $1M to $25M ARR in a year). This means founders of traditionally excellent companies must seek a different class of investor.