Horizon Quantum Holdings Ltd. (HQ) Fair Value 2026

HQ · Services-Computer Programming Services ·

By CirclFi Research Team · Data from SEC EDGAR, FRED & GDELT

Quality Score

3.1 /10

32 fundamental signals · 7 models active

Value Trap Risk

— (—/100)

Quick Summary — As of 2026-07-15, Horizon Quantum Holdings Ltd. (HQ) trades at $21.91, approximately 159% above CirclFi’s Bayesian DCF fair value of $8.48. QOC: 3.1/10. 7/13 models active.

Key Facts

Ticker
HQ
Price
$21.91
Quality Score
3.1/10
Value Trap Risk
—/100
Models Active
7/13
Last Updated
Strength: 7 independent models provide multi-angle coverage
Risk: Below-average Quality Score of 3.1/10 signals weak fundamentals

Is Horizon Quantum Holdings Ltd. (HQ) Undervalued or Overvalued in 2026?

According to CirclFi’s 7-model valuation engine, Horizon Quantum Holdings Ltd. (HQ) appears overvalued as of : the median of 7 independent fair value estimates is $17.37, 20.7% below the current price of $21.91. Estimates range from $1.09 to $37.89. HQ scores 3.1/10 on fundamental quality and —/100 on value-trap risk.

This verdict compares price to intrinsic value only — it is not a buy or sell rating. For the decision case (bull vs bear arguments, risk factors, peers), read Should You Buy Horizon Quantum Holdings Ltd. Stock in 2026? →

Valuation Matrix

7 Intrinsic Value Models vs. Current Price ($21.91)

Core Models (Unlocked)
Model Fair Value Upside
Bayesian DCF
Low Conviction
 $8.48 -61.3%
CUCE Ensemble
Low Conviction
 $18.09 -17.4%
First Chicago
Low Conviction
 $17.37 -20.7%

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What Is Horizon Quantum Holdings Ltd. (HQ) Worth in 2026?

According to the CirclFi Deep Alpha Valuation Engine, the balance of valuation evidence tilts cautious on Horizon Quantum Holdings Ltd. at its current price of $21.91. The composite intrinsic value is estimated at $16.49 (-24.7% average return), with 5 models flagging overvaluation risk. The most optimistic model, Sentiment SOTP, places fair value at $37.89 (+72.9%), while RCMH-DCF — the most conservative — estimates $1.09 (-95.0%). This +168.0% gap reflects genuine analytical uncertainty about Horizon Quantum Holdings Ltd.'s intrinsic worth.

What Do the Models Say About HQ?

7 of 13 models are currently active for HQ. Of these, 2 models suggest upside while 5 models suggest overvaluation. The Bayesian DCF estimates HQ's intrinsic value at $8.48, implying -61.3% downside from the current price. See which stocks rank higher →

How Does HQ Rank in Services-Computer Programming Services?

Among 30 Services-Computer Programming Services stocks, HQ ranks #21 by Quality of Company score. CirclFi's QOC score of 3.1/10 evaluates 32 fundamental signals. A score of 3.1 signals below-average fundamentals.

See all Most Undervalued Services-Computer Programming Services Stocks →

Horizon Quantum Holdings Ltd. operates in a competitive landscape where fundamental quality metrics are key differentiators for long-term value creation.

Is HQ a Value Trap?

The Value Trap algorithm is not active for HQ. The score cross-references apparent undervaluation against fundamental deterioration signals. Browse lowest value-trap stocks →

Multi-Model Methodology

7 of 13 models are active for Horizon Quantum Holdings Ltd.. Moderate coverage provides meaningful perspective. Each model applies a fundamentally different valuation philosophy. See the complete methodology →

According to the CirclFi Quality of Company (QOC) framework, which evaluates 32 signals including margin stability, revenue growth trajectory, leverage, and free cash flow generation, Horizon Quantum Holdings Ltd. is rated at 3.1/10. This weak-tier score exhibits fundamental weaknesses that warrant careful scrutiny.

The gap between the most bullish and bearish model spans +168.0% — demonstrating why single-model analysis is dangerous. Browse all stocks with 13-model coverage →

Data Sources & Confidence

Every HQ valuation is built from SEC EDGAR XBRL filings — 700+ standardized financial tags. Macroeconomic context from FRED calibrates discount rates, while GDELT news sentiment feeds into our Sentiment SOTP model. All pipelines run daily. Read the complete data methodology →

Across HQ's 7 active models, average confidence is 12%. Lower confidence may reflect limited history or high volatility.

CirclFi's output is a research starting point, not a buy/sell signal. All data updates daily. Read the full methodology →

This analysis is produced by the CirclFi Valuation Engine using quantitative models applied to SEC EDGAR filings, public market feeds, and FRED macroeconomic indicators. It is not financial advice.

Read the full investment analysis: Should You Buy Horizon Quantum Holdings Ltd. Stock in 2026? →

Bull case, bear case, risk factors & peer comparison — updated daily

Which Similar Services-Computer Programming Services Stocks Should You Also Analyze?

8 related Services-Computer Programming Services stocks with 13-model coverage

DOCSDoximity, Inc.QOC 10.0ISSCInnovative Solutions and SupporQOC 9.3CTSHCognizant Technology Solutions QOC 9.1EPAMEPAM Systems, Inc.QOC 9.0WITWipro LimitedQOC 8.8ZSZscaler, Inc.QOC 8.6LZMHLZ Technology Holdings LimitedQOC 8.3MFImF International LimitedQOC 8.2

Read investment analysis: DOCS · ISSC · CTSH · EPAM · WIT

See all Services-Computer Programming Services stocks ranked →

Frequently Asked Questions About Horizon Quantum Holdings Ltd.

What is Horizon Quantum Holdings Ltd.'s intrinsic value in 2026?

Based on CirclFi's 13-model analysis, Horizon Quantum Holdings Ltd. (HQ) has multiple fair value estimates. The Bayesian DCF model runs 10,000 Monte Carlo simulations with jump-diffusion to estimate intrinsic value at $8.48. The Quality of Company score is 3.1/10 across 32 fundamental signals. All models use SEC EDGAR filings updated daily. See our methodology page for how each model works.

Is HQ overvalued or undervalued right now?

At $21.91, 2 of 7 active models suggest HQ may be undervalued, while 5 indicate potential overvaluation. The median of all 7 fair value estimates is $17.37, 20.7% below the current price of $21.91 — a consensus view that HQ is overvalued. The assessment depends on which methodology best fits Horizon Quantum Holdings Ltd.'s business model in Services-Computer Programming Services.

What does a Quality of Company score of 3.1 mean for HQ?

Horizon Quantum Holdings Ltd.'s QOC of 3.1/10 reflects 32 fundamental signals: profitability margins, revenue growth consistency, balance sheet leverage, free cash flow generation, and capital allocation efficiency. Scores below 5 flag potential fundamental weaknesses requiring careful analysis.

How many valuation models does CirclFi run on HQ?

CirclFi analyzes HQ with 13 institutional-grade models daily: Bayesian DCF (Monte Carlo + jump-diffusion), EPV (Greenwald zero-growth), EROIC Spread (McKinsey reinvestment), First Chicago (3-scenario), Markov DDM (regime-switching), ML-RIV (machine learning residual income), Dynamic NAV (asset-based), PWERM (option-theoretic), Regime Cross-Sectional (relative), Sentiment SOTP (hybrid), CUCE Ensemble (meta-model), FTNN Topology (neural network), and RCMH-DCF (conditional regime). Currently 7 of 13 are active for this stock. Read the full methodology →

Is HQ a value trap in 2026?

CirclFi's Value Trap algorithm does not have sufficient data for HQ at this time. Browse stocks by value-trap risk →

Cite this analysis — “According to CirclFi’s 7-model valuation engine, Horizon Quantum Holdings Ltd. (HQ) has a median fair value of $17.37 — 20.7% below the current price of $21.91 — as of 2026-07-15.” Source: circlfi.com/stock/HQ/ · Methodology

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