Megaport Limited (ASX: MP1) $19.11

Megaport (ASX: MP1) scores well in quantitative models because it exhibits several factors that are consistently rewarded by factor investing:

• Strong earnings revisions: Analysts have upgraded earnings forecasts as utilisation, gross margins and customer growth have improved, making MP1 a positive earnings revision story—a key quant factor.
• Revenue and earnings momentum: The company has delivered accelerating annual recurring revenue (ARR), improving EBITDA margins and expanding free cash flow, giving it strong growth and momentum characteristics.
• Price momentum: MP1 has materially outperformed the ASX over the past 12 months, with momentum being one of the most persistent factors used in quantitative models.
• Quality improving: Higher gross margins, operating leverage and stronger cash generation have improved returns on capital and reduced balance sheet risk, lifting its quality score.
• Positive sentiment: Broker upgrades, rising target prices and improving analyst sentiment typically feed directly into many quantitative models.

The chart below captures the full scale of the estimate upgrade cycle for Megaport over the past 12 months, across both revenue and earnings (EBITDA):

The revision pattern is a textbook positive momentum setup: FY26 estimates are stable and well-anchored (low risk of a miss), while FY27 estimates have surged materially on the back of the acquisitions and AI infrastructure tailwinds. This combination, a low-bar near-term period and rapidly rising outer year estimates, is exactly what quant models screen for as a positive earnings surprise and upside skew signal.

The main risk is Megaport is trading on a high earnings multiple, meaning it generally scores poorly on value factors. However, many quant models, particularly those focused on growth and momentum, are willing to overlook expensive valuations when earnings revisions, price momentum and quality are improving.

Megaport is a classic growth-momentum quant stock. It screens well because fundamentals are improving, analysts continue to revise earnings higher, and the share price is confirming that trend. The key risk is that if earnings momentum slows or guidance disappoints, the same quant factors that attracted buyers can reverse quickly, which would lead to significant weakness in the shares if that were to unfold. Ultimately, we’re net bullish, but the bar is high in August.

• We see MP1 making new highs in the coming months but the risk/reward isn’t exciting when we apply a valuation lense.