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Ranked by Compass Score · 11 companies · Updated October 9, 2026
The most-hyped quantum names right now share a common feature: every fund manager with a tech mandate already owns them. That crowding is a problem, because in speculative tech, the price you pay for a story everyone agrees on rarely leaves room for the returns the story promises. Quantum computing is genuinely early-stage, the kind of territory where the company that eventually dominates may not even be the one currently leading the earnings calls and keynote stages.
The Compass Score cuts through that by weighing eight factors across commercialization runway, balance sheet durability, patent depth, and real hardware progress, not press releases. What comes out the other side is a ranked view of where the risk-reward is actually skewed in your favor, rather than where the crowd has already priced in the optimism. The list below is where that scoring lands for 2026.
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Higher Compass Scores reflect where fundamentals, momentum, and forward catalysts align. Tap any company for the full breakdown.
Standout: Theme Purity (99/100) · Direction: Avoid · $4.7B
Standout: Catalysts (99/100) · Direction: Avoid · $1.7B
Standout: Revenue Growth (98/100) · Direction: Hold · $321M
Standout: Theme Purity (99/100) · Direction: Avoid · $5.5B
Standout: Catalysts (99/100) · Direction: Accumulate · $65.5B
Standout: Revenue Growth (98/100) · Direction: Avoid · $16.0B
Standout: Revenue Growth (83/100) · Direction: Hold · $506M
Standout: Theme Purity (99/100) · Direction: Hold · $2.5B
Standout: Catalysts (89/100) · Direction: Hold · $10.7B
Standout: Catalysts (85/100) · Direction: Accumulate · $4.26T
Standout: Catalysts (85/100) · Direction: Hold · $213.5B
By Alexandria's Compass Score, Rigetti Computing (NASDAQ:RGTI) currently ranks highest among Quantum Computing names with a score of 90/100 (True North). Compass Scores are recomputed weekly across eight factors, so rankings shift as the fundamentals do.
Every company is scored 1-100 on eight weighted factors: revenue growth, profitability, valuation, momentum, theme purity, moat, catalysts, and market position. The composite is percentile-normalized into a Compass Score and a tier from True North to Avoid. It is a contrarian lens that rewards what the crowd overlooks rather than what is already priced in.
A high Compass Score reflects where fundamentals, momentum, and forward catalysts align. It is research, not investment advice. Use the ranking as a starting point, then read each company's full Compass Direction analysis before making any decision.
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Compass Scores are proprietary editorial research generated by Alexandria's analysis engine from publicly available data. They are one data point among many and do not constitute investment advice or a recommendation regarding any security. Rankings update weekly and may change.