Taiwan Semiconductor Manufacturing Company Limited (TSM)
Quantitative Summary
DeterministicAt 35.9x earnings — a 45% discount to the sector average of 65.0x — TSM is in the lower valuation range. Financial health metrics are strong: Piotroski 9/9, Altman Z 3.1 (above 3.0 safe zone threshold). DCF fair value of $1471 implies 298% upside from current prices based on model assumptions.
Generated deterministically from quant metrics and financial statements. Not a recommendation.
Algorithmic Teardown
AI-GeneratedThe fundamental economics demonstrate exceptional capital efficiency, with a ROIC of 25.1% generating returns significantly above the 9.8% WACC hurdle for a spread of +15.3%. This high-quality earnings profile is driven primarily by superior profitability rather than leverage or asset intensity; the DuPont decomposition reveals that an industry-leading net margin of 45.1% and robust gross margins near 60% are offset only moderately by low asset turnover at 0.48x, while equity multipliers remain conservative at 1.45x. Creditworthiness and financial integrity appear uncompromised, evidenced by a perfect Piotroski F-Score of 9/9, an Altman Z-Score of 3.0 indicating safe distance from distress, and a Beneish M-Score of -2.68 that strongly suggests clean earnings with no manipulation signals.
Valuation metrics present a distinct divergence between current pricing and intrinsic value models. The stock trades at a forward P/E of 32.7x, which requires assessment against historical norms and sector peers to determine relative expansion or compression. However, the DCF model implies substantial upside potential, assigning a fair value of $1470 with an implied 334.9% premium over current levels. This wide gap suggests the market may be pricing in significantly lower growth trajectories than those assumed by the valuation model; specifically, the input for a negative ten-year free cash flow growth rate of -7.9% starkly contrasts with reported revenue expansion of 31.6%, highlighting potential sensitivity to long-term terminal assumptions rather than near-term operational performance.
Risk and reward factors further nuance the investment thesis through factor exposure analysis. The security exhibits strong positive momentum via a Fama-French alpha of 30.35% annually, driven largely by its classification within the profitability (RMW) factor with a score of 0.238, confirming robust earnings power relative to peers. Conversely, the negative value factor loading of -0.779 indicates a heavy growth tilt, exposing the position to downside volatility if market sentiment shifts toward mean reversion or if high-growth valuations compress. The synthesis of these data points suggests an asset with elite operational characteristics currently trading at a valuation that assumes aggressive long-term cash flow deterioration despite short-term revenue acceleration.
Generated by LLM from quantitative data inputs. May contain inaccuracies. Not investment advice.
DCF Sandbox
Interactive5-year two-stage DCF. Terminal growth 3%. Default sliders match the pre-computed base case. Drag to explore scenarios. Not investment advice.
The growth rate the market implicitly expects over the next 10 years to justify today's price. Compare with historical growth of 32% YoY revenue.
Sensitivity Matrix
| TG ↓ / WACC → | 7.8% | 9.8% | 11.8% |
|---|---|---|---|
| 2% | $1792 | $1319 | $1040 |
| 3% | $2105 | $1471 | $1127 |
| 4% | $2583 | $1676 | $1237 |
Center = base case. Green = >10% upside, Red = >10% downside vs $446.69.
Pre-computed DCF: WACC=9.8%, terminal growth 3%. Fair value $1471 (+298.0%). Not investment advice.
Valuation Context
Currently trading 1282% above its 5-year average P/E of 2.6x.
Price Chart with Moving Averages
Quant Health Deep Dive
Profitability & Value Creation
✅ Conservative payout — room for dividend increases.
DuPont Analysis — ROE Decomposition
Breaking down Return on Equity to see how the company generates its ROE — efficiency, margins, or leverage.
Balance Sheet Health
Earnings Surprise History
EPS estimates vs actuals for the most recent reported quarters. Source: yfinance.
Dividend History
| Date | Amount | Change |
|---|---|---|
| 2026-03-17 | $0.9560 | +14.5% |
| 2025-12-11 | $0.8350 | +1.6% |
| 2025-09-16 | $0.8220 | +5.4% |
| 2025-06-12 | $0.7800 | +14.0% |
| 2025-03-18 | $0.6840 | +11.0% |
| 2024-12-12 | $0.6160 | -1.6% |
| 2024-09-12 | $0.6260 | +15.1% |
| 2024-06-13 | $0.5440 | -1.8% |
| 2024-03-18 | $0.5540 | +15.7% |
| 2023-12-14 | $0.4790 | +1.7% |
| 2023-09-14 | $0.4710 | +5.1% |
| 2023-06-15 | $0.4480 | -0.2% |
Dividend and split data from SEC filings and market data. Amounts are per share, not adjusted for splits. Source: yfinance.
Risk Profile
Sharpe = risk-adjusted return (higher is better). Max drawdown = largest peak-to-trough decline. 1,200+ trading days.
Underwater (Drawdown from Peak)
How far below the all-time high the price has been over time. Deeper = more pain for holders.
Rolling 60-Day Beta vs S&P 500 (VOO)
How the stock's sensitivity to market moves changes over time. β > 1 = more volatile than the market.
Fama-French 5-Factor Exposure
Academic factor model decomposition — what's really driving this stock's returns.
Fama-French 5-Factor Model. Data: Kenneth French Data Library. Regression over 3 years of daily returns.
Fundamentals
Passive Flow Attribution
ETF Draft EffectWhen investors buy or sell ETFs like CWI or XNTK, the fund manager is mechanically forced to buy or sell TSM shares regardless of Taiwan Semiconductor Manufacturing Company Limited's individual fundamentals. We estimate $311M of passive capital is structurally linked to TSM through 6 tracked ETFs. Passive flows have a limited but growing influence on TSM's daily trading dynamics.
Passive exposure = Σ (ETF AUM × stock weight in ETF) across 6 tracked ETFs. Actual passive ownership is larger (includes mutual funds). Not investment advice.
ETF Contagion Visualizer
Simulate a price drop in Taiwan Semiconductor Manufacturing Company Limited to visualize passive redemption contagion across ETFs and collateral stocks.
If Taiwan Semiconductor Manufacturing Company Limited (TSM) experiences a significant drawdown, ETF redemptions can create collateral selling pressure on co-held stocks. Our model identifies ADVANCED MICRO DEVICES (AMD) as the most exposed collateral stock, sharing 4 ETFs with TSM. This is the "Passive Contagion" effect described in the Inelastic Market Hypothesis.
Contagion model based on shared ETF exposure and constituent weights across 6 tracked ETFs. Estimated selling pressure is a simplified model — actual impact depends on market liquidity, ETF redemption mechanics, and market-maker activity.
TSM Ownership Dynamics
Passive funds hold 1 in every 4022 TSM shares, reducing daily market volatility.
Taiwan Semiconductor Manufacturing Company Limited (TSM) exerts measurable gravity on the passive index market, currently representing 4.6% of the CWI (CWI) and 3.2% of the XNTK (XNTK). Across 7 tracked ETFs, approximately 1M shares (0.0% of float) are held by passive funds and rarely trade on the open market. As passive ownership grows, index inclusion changes may increasingly drive price discovery.
ETFs with Highest TSM Exposure
Float lock-up computed from 7 ETFs tracked by SecuritiesDB. Actual passive ownership is higher (includes mutual funds, pension funds, etc.).
TSM Institutional Volume Profile
252-day volume distribution by price level. The Point of Control (POC) marks — the price where the most institutional volume transacted — an implicit support/resistance floor.
The highest-volume price zone for Taiwan Semiconductor Manufacturing Company Limited over the past year sits near $300.15 (12% of 252-day volume). The current price of $446.69 trades 48.8% above this institutional floor — a sign of upside momentum, though a pullback to the POC zone is a common reversion target.
Volume Profile computed from 252 trading days of OHLCV data. Volume allocated to price bins proportionally based on daily high-low range. Not investment advice.
TSM Capital Efficiency
How efficiently does Taiwan Semiconductor Manufacturing Company Limited convert operating profits into free cash? The FCF Conversion ratio measures the gap between accounting earnings and real cash generation.
Taiwan Semiconductor Manufacturing Company Limited converts 36% of its EBITDA into free cash flow, a moderate conversion rate — significant EBITDA is consumed by capital expenditures, working capital changes, or interest payments. The 64% reinvestment rate signals aggressive capacity expansion. The positive ROIC-WACC spread of 15.3% confirms that reinvested capital creates shareholder value.
Capital efficiency = Free Cash Flow ÷ EBITDA. Reinvestment = (EBITDA − FCF) ÷ EBITDA. Metrics from latest annual filings. Not investment advice.
Fails-to-Deliver (FTD) History
SEC-reported settlement failures. Elevated FTDs can indicate high short-selling pressure, operational settlement issues, or naked shorting activity.
| Date | Failed Shares | Close Price | Notional Value |
|---|---|---|---|
| 2026-05-11 | 8,880 | $411.68 | $3.7M |
| 2026-05-08 | 6 | $414.15 | $2,484.9 |
| 2026-05-04 | 6,356 | $397.67 | $2.5M |
| 2026-05-01 | 13,082 | $396.06 | $5.2M |
| 2026-04-30 | 13,082 | $393.83 | $5.2M |
| 2026-04-29 | 13,082 | $392.34 | $5.1M |
| 2026-04-27 | 10,075 | $402.46 | $4.1M |
| 2026-04-20 | 3,100 | $370.50 | $1.1M |
| 2026-04-14 | 8,090 | $369.57 | $3.0M |
| 2026-04-13 | 4,346 | $370.60 | $1.6M |
| 2026-04-10 | 13,039 | $365.49 | $4.8M |
| 2026-04-07 | 1,604 | $341.76 | $548,183.04 |
| 2026-04-06 | 2,700 | $339.04 | $915,408 |
| 2026-04-01 | 18 | $337.95 | $6,083.1 |
| 2026-03-31 | 980 | $316.50 | $310,170 |
| 2026-03-26 | 212 | $347.75 | $73,723 |
| 2026-03-25 | 2,975 | $343.25 | $1.0M |
| 2026-03-24 | 1,705 | $338.45 | $577,057.25 |
| 2026-03-23 | 46,150 | $329.24 | $15.2M |
| 2026-03-18 | 30 | $345.98 | $10,379.4 |
| 2026-03-10 | 30 | $348.70 | $10,461 |
| 2026-03-04 | 2,399 | $353.13 | $847,158.87 |
| 2026-03-03 | 8 | $369.11 | $2,952.88 |
| 2026-03-02 | 3,200 | $374.58 | $1.2M |
| 2026-02-25 | 4 | $385.75 | $1,543 |
| 2026-02-23 | 4,100 | $370.54 | $1.5M |
| 2026-02-19 | 76 | $362.26 | $27,531.76 |
| 2026-02-17 | 7,500 | $366.36 | $2.7M |
| 2026-02-12 | 11,461 | $374.09 | $4.3M |
| 2026-02-09 | 14,400 | $348.85 | $5.0M |
Source: SEC Regulation SHO FTD data. Data is reported with a ~30 day delay. High FTD quantities relative to average daily volume may indicate settlement stress.
Price Correlations
Statistical correlation of daily returns with other stocks. High correlations indicate stocks that move together; negative correlations can offer diversification.
| Peer | 252-Day (1Y) | 126-Day (6M) | Direction |
|---|---|---|---|
| WTGXX | NaN | NaN | |
| LRCX | 0.717 | 0.758 | High co-movement |
| KLAC | 0.692 | 0.733 | Moderate |
| ASML | 0.688 | 0.754 | Moderate |
| USN070592100 | 0.687 | 0.753 | Moderate |
| AMAT | 0.682 | 0.750 | Moderate |
| AVGO | 0.666 | 0.677 | Moderate |
| MPWR | 0.666 | 0.741 | Moderate |
| NVDA | 0.664 | 0.660 | Moderate |
| ETN | 0.660 | 0.653 | Moderate |
Pearson correlation of daily log returns. 252d ≈ 1 trading year. Computed from price history. Not investment advice.
Compare TSM to Peers
Quant metrics computed deterministically from financial statements and price data. Updated: 2026-06-02.
SecuritiesDB provides programmatic data aggregation for informational purposes only. None of the metrics, summaries, or algorithmic flags constitute a recommendation to buy or sell any security.