Quantum Computing Inc., an integrated photonics company, provides quantum machines to commercial and government markets in the United States. The company develops thin-film lithium niobate chips for optical devices, such as electro-optical modulators, periodically poled devices for frequency conversion, and micro-ring resonator cavities markets. It is also developing the entropy quantum computer, a full-stack system that allows users to avoid …
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Competitive advantage assessment
Key strengths
Operating Leverage in EffectOperating leverage is evident (score 1.00), with margins expanding over time.
Strong Liquidity BufferLiquidity position is strong (score 1.00), providing operational cushion.
Key risks
Commodity Pressure / Weak DifferentiationGross margin at 18.2th percentile with high volatility suggests weak pricing power or commoditized products.
Below-Peer Operating EfficiencyOperating margin at 0th percentile indicates below-peer efficiency.
The dashed ring is the peer median. Defense scores are percentile ranks
against peers, so 50 is roughly the typical company in this group.
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Quantum Computing Inc. ranks #33 of 36
scored companies in Computer Hardware by moat score — the top 92%.
The widest moat in the group is Arista Networks, Inc. (ANET)
at 86/100.
Moat scores for companies ranked near QUBT in Computer Hardware
Pricing power is the ability to raise prices without losing volume.
Cost Advantage
Score 0
· 15% of the moat score
A cost advantage means delivering the same product for structurally less — better purchasing, denser distribution, a more automated process.
Customer Stickiness
Score 7
· 15% of the moat score
Stickiness is what makes revenue repeat without being re-won every year.
Capital Efficiency
Score 29
· 18% of the moat score
Capital efficiency asks what the company earns on the money tied up in the business.
Resilience
Score 35
· 17% of the moat score
Resilience is the capacity to get through a bad year on its own terms — enough liquidity, enough interest cover, and enough cash generation to avoid a rescue financing or a forced sale.
Scale & Market Position
Score 46
· 15% of the moat score
Scale matters only when it converts into economics.
Quantum Computing Inc. (QUBT) scores 20 out of 100 on the StatsAlpha Moat Map, which rates its competitive advantage as weak. It ranks #33 of 36 scored companies in Computer Hardware, the top 92%. The score is a weighted composite of 6 competitive defenses, each measured against industry peers of 35 companies in Computer Hardware. Its strongest defense is Scale & Market Position (46/100) and its weakest is Cost Advantage (0/100).
How does Quantum Computing Inc. compare with other Computer Hardware companies?
Quantum Computing Inc. ranks #33 of 36 scored companies in Computer Hardware by moat score. The widest moat in Computer Hardware is Arista Networks, Inc. (ANET) at 86/100. The companies ranked closest are Rigetti Computing, Inc. Warrant (RGTIW) at 20 just above it and Red Cat Holdings, Inc. (RCAT) at 12 just below it.
How is the moat score calculated?
Each company is scored with an industry-specific template — Corporate Default in this case, chosen because the defenses that matter to a bank are not the ones that matter to a software company. Every defense combines several financial signals, and each signal is measured as a percentile against a peer group of 35 companies in Computer Hardware. The defenses are then weighted to produce the overall score out of 100.
Why is Quantum Computing Inc. scored with the Corporate Default template?
Most public companies sell a product or a service at a margin, so the moat question is whether that margin survives contact with competitors. The Corporate template scores the six defenses that show up in a general operating company's financial signature: whether it can hold price, produce more cheaply than rivals, keep its customers, earn a return above its cost of capital, withstand a downturn, and turn size into economics.
Which competitive defenses are measured for Quantum Computing Inc.?
The Corporate Default template measures 6 defenses, and QUBT scores: Pricing Power (3), Cost Advantage (0), Customer Stickiness (7), Capital Efficiency (29), Resilience (35), Scale & Market Position (46). Each is scored independently as a percentile against peers, so a company can be strong on one and weak on another — the overall score reflects how those defenses are weighted for this industry.
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