TSM vs VYM Stock Comparison

Taiwan Semiconductor Manufacturing Company Limited vs Vanguard High Dividend Yield ETF

Data as of Sep 5, 2026· market close· TSM (stock) vs VYM (ETF)· Coverage 54/66 fields· 30/42 directly comparable· Moderate confidence
AIQ VerdictFragileAIQ Comparison Conviction 2/10

TSM leads

TSM leads by 3 AIQ points, primarily on Quality.

Fragile: 1 of 4 evidence groups support TSM, and its current signal state is conflicted.

Evidence agreement: 1 of 4Comparison trend: Stable
TSM

Taiwan Semiconductor Manufacturing Company Limited

Leads
AIQ Score
62/100
AIQ Edge Score
8/10
VYM

Vanguard High Dividend Yield ETF

AIQ Score
59/100
AIQ Edge Score
8/10

The Algovestiq AIQ Score currently favors TSM over VYM, 62 versus 59 as of Sep 5, 2026. TSM's advantage is driven primarily by stronger quality, while VYM holds the stronger risk resilience profile. TSM also shows the stronger technical structure relative to its 50-day moving average. 1 of 4 covered evidence groups favor TSM today, and the comparison is rated Fragile on stability: the AIQ gap is narrow at 3 points. TSM lead: Stable — the AIQ differential has held near 3 points over 30 sessions.

Compare Taiwan Semiconductor Manufacturing Company Limited and Vanguard High Dividend Yield ETF across the Algovestiq AIQ Score, valuation, quality, momentum, risk, technicals and analyst expectations.

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AIQ Factor Divergence

Where the two separate, on the four dimensions behind the AIQ Score. Bars read outward from a shared zero: further from the centre is a wider gap.

TSM advantage
0
VYM advantage
  • Quality30%96 vs 66
    TSM +30
  • Risk Resilience15%69 vs 83
    VYM +14
  • Momentum25%42 vs 51
    VYM +9
  • Value30%42 vs 47
    VYM +5

1 of 4 evidence groups favor TSM. TSM’s edge is concentrated in quality; VYM keeps a meaningful risk resilience edge.

What changed since the last close

Latest scored session 2026-09-03, compared against the prior scored session 2026-09-02.

TSM+1 AIQ

Largest factor move: Momentum +3

No new signals fired.

VYM+1 AIQ

Largest factor move: Momentum +6

No new signals fired.

TSM's lead was unchanged in the latest snapshot.

Deeper signal detail for each name lives on its own signals page — TSM and VYM both carry a full feed there.

The central trade-off

TSM (Taiwan Semiconductor Manufacturing Company Limited): the stronger current systematic profile, led by quality.

VYM (Vanguard High Dividend Yield ETF): the counter-case, on risk resilience, momentum, value.

Which one fits your objective

The same two names rank differently depending on what you are optimizing for. All six reads are shown at once — none of them is hidden behind a toggle.

Balanced

TSM

TSM on the overall AIQ Score, which weights Quality and Value at 30% each.

Growth

Even

Growth figures are not covered for both names.

Value

VYM

VYM on the peer-relative Value factor, by 5 points.

Momentum

VYM

VYM on the Momentum factor, by 9 points.

Lower downside

VYM

VYM on Risk Resilience, by 14 points.

Analyst upside

Even

Analyst targets are level or not covered for both names.

AIQ vs Wall Street

Where the systematic read and the analyst consensus line up — and where they do not.

MeasureTSMVYMNote
Implied upside to target+35.1%Level
Target dispersion+38%Lower is tighter analyst agreement
ConsensusBuyContext, not a primary driver
Analysts covering6Higher coverage generally improves confidence

Analyst targets are expectations, not predictions. Dispersion matters as much as the midpoint.

AIQ Agreement Matrix

1 of 4 covered evidence groups favor TSM. A wide gap backed by one group is a weaker case than a narrow gap backed by five.

Evidence groupFavorsReading
AIQ ScoreEven62 vs 59
FundamentalsNot coveredNot covered
ValuationVYMValue 42 vs 47
TechnicalsTSMPrice vs 50-day 2% vs 0.9%; vs 200-day 12.1% vs 7%
Risk ResilienceVYMRisk Resilience 69 vs 83
Analyst expectationsNot coveredNot covered

✓ agrees with the overall verdict · ✕ points the other way. Groups marked “not covered” lack data on one or both of TSM and VYM and are excluded from the count.

AIQ Decision Stability

Fragile

The conclusion is sensitive to small changes. Treat the lead as provisional and watch the flip conditions below.

  • The AIQ gap is narrow at 3 points. (argues the conclusion is provisional)
  • Only 1 of 4 covered evidence groups agree. (argues the conclusion is provisional)
  • The leader is throwing conflicting signals. (argues the conclusion is provisional)

Stability combines the score gap, how broadly the evidence agrees, how steady the lead has been across daily snapshots, the current signal state on both names, and analyst dispersion on TSM.

How the comparison changed

120 daily snapshots · Apr 22 Sep 3

TSM lead: Stable — the AIQ differential has held near 3 points over 30 sessions.

Apr 22TSM leads above the line · VYM leads belowSep 3
Today
TSM +3
62 vs 59
7 sessions ago
TSM +4
62 vs 58
30 sessions ago
TSM +2
68 vs 66
90 sessions ago
TSM +8
68 vs 60

The lead changed hands 9 times in this window, most recently on Aug 25 when TSM moved ahead of VYM.

AIQ Signal Divergence

Only the signals that bear on the head-to-head. A conflicted name is carrying bullish and bearish rules at the same time — the technical evidence is not pointing one way.

TSMConflicted

1 bullish / 1 bearish, conflicted

  • Golden Cross Active bullish, trend, long horizon (13.02%)
  • MACD Bearish Crossover bearish, momentum, short horizon
VYMConflicted

4 bullish / 1 bearish / 2 neutral, conflicted

  • Golden Cross Active bullish, trend, long horizon (5.57%)
  • Bollinger Band Squeeze neutral, volatility, short horizon
  • EMA Ribbon Expansion Bullish bullish, trend, medium horizon

TSM leads the comparison while carrying a conflicted signal state, which is one reason the stability rating is not higher.

Price vs model alignment

Whether the latest session's price move confirms what the model did over the same session, or contradicts it.

TSMConfirmed strength

Price and the AIQ Score both moved up over the latest session (price +2.85%, AIQ +1 points).

VYMDivergence

Price is down while the AIQ Score moved up 1 points over the same session — price and model disagree (price -0.4%, AIQ +1 points).

What would flip this result

A state, not a forecast. These are the specific, observable changes that would reverse the verdict — not a price prediction.

  1. 1VYM closes the Quality gap — currently 30 points behind, the largest single contributor to TSM's edge.
  2. 2VYM's Bollinger Band Squeeze turns directional — it is neutral today and would confirm a change in trend.
  3. 3TSM's conflicting signal state resolves bearish — it currently carries 1 bullish and 1 bearish rules at once.
  4. 4A regime shift changes factor weighting — the composite weights Quality and Value at 30% each, so a rotation toward either would move the result most.

The full evidence

Every number behind the verdict. The leader is called above each group so you are not left to solve it from the table.

Fundamentals

Split
MetricTSMVYM
Revenue growth (YoY)12%
EPS growth (YoY)22.1%
Gross margin64.2%
Operating margin56%
Return on equity (TTM)39.3%
Debt to equity0.15

Technicals

TSM has the stronger structure
MetricTSMVYM
RSI (14)43.638.8
ADX (14)7.614.9
Price vs 50-day2%0.9%
Price vs 200-day12.1%7%
Volatility (1M, annualized)24.3%6%

Risk

VYM is the more resilient
MetricTSMVYM
Beta2.180.58
Sharpe ratio1.571.39
Sortino ratio2.522.12
Max drawdown-21.6%-7.2%
Current drawdown-12.7%-1.3%
Annualized volatility40.4%10.3%
Value at risk (95%)-4.1%-1%

Straight answers

Each answer is regenerated from the current snapshot, not written once and left to age.

Which is better, TSM or VYM?

On the Algovestiq AIQ Score, TSM is the stronger of the two as of Sep 5, 2026, scoring 62 against VYM's 59. The edge comes from quality. VYM is not without a case — it holds the better risk resilience profile, which matters more if that is the objective you are optimizing for. This is a systematic score, not a recommendation: it ranks the two on the same evidence, it does not know your holding period or tax position.

Is TSM or VYM the better buy right now?

TSM carries the stronger systematic profile as of Sep 5, 2026, and the comparison is rated Fragile — 1 of 4 covered evidence groups agree. A Fragile rating means the conclusion is sensitive: the AIQ gap is narrow at 3 points. Treat the lead as provisional.

Why does the AIQ Score favor TSM over VYM?

The composite weights Quality at 30%, Value at 30%, Momentum at 25% and Risk Resilience at 15%. TSM leads Quality by 30 points; VYM leads Risk Resilience by 14 points; VYM leads Momentum by 9 points. Where the two split, the factor with the larger weight carries the result.

Which has more analyst upside, TSM or VYM?

Analyst price targets imply +35.1% upside for TSM and not covered for VYM. The model and the Street agree here, which is a broader base of evidence than either alone. Analyst targets are expectations, not predictions, and dispersion matters as much as the midpoint.

Which is better value, TSM or VYM?

VYM is the better-valued of the two on the peer-relative Value factor. VYM on the peer-relative Value factor, by 5 points. The Value factor reads valuation relative to sector peers and to the company's own fundamental quality, so it is not the same as simply having the lower multiple.

Which has stronger growth, TSM or VYM?

Growth figures are not covered for both names. Growth here is measured on reported revenue and earnings, not on forward estimates — it describes what the businesses have delivered, not what the Street expects next.

Which has stronger momentum, TSM or VYM?

VYM on the Momentum factor, by 9 points. Momentum carries 25% of the AIQ composite. It has documented persistence over three- to twelve-month horizons, which makes it a timing input rather than a reason to hold something indefinitely.

Which is riskier, TSM or VYM?

VYM is the more resilient of the two, so the other name carries the higher downside risk. VYM on Risk Resilience, by 14 points. The Risk Resilience factor weights 15% of the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.

Is TSM more profitable than VYM?

Margin data is not comparable for both names in the current snapshot.

Is TSM's lead over VYM getting stronger or weaker?

TSM lead: Stable — the AIQ differential has held near 3 points over 30 sessions. This is measured from 120 daily comparison snapshots between 2026-04-22 and 2026-09-03. The lead has changed hands 9 times in that window, most recently on 2026-08-25, when TSM moved ahead of VYM.

What would change the TSM vs VYM verdict?

The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: VYM closes the Quality gap — currently 30 points behind, the largest single contributor to TSM's edge; VYM's Bollinger Band Squeeze turns directional — it is neutral today and would confirm a change in trend; TSM's conflicting signal state resolves bearish — it currently carries 1 bullish and 1 bearish rules at once; a regime shift changes factor weighting — the composite weights Quality and Value at 30% each, so a rotation toward either would move the result most.

What do the current signals say about TSM and VYM?

TSM: 1 bullish / 1 bearish, conflicted. VYM: 4 bullish / 1 bearish / 2 neutral, conflicted. A conflicted state means bullish and bearish rules are active on the same name at once — the technical evidence is not pointing one way, and a decision taken on it carries more timing risk. The most decision-relevant rule on TSM is Golden Cross Active (bullish, long horizon). On VYM it is Golden Cross Active (bullish, long horizon).

How this comparison is scored

The Algovestiq AIQ Score composites four factors — Quality (30%), Value (30%), Momentum (25%) and Risk (15%). Sentiment is reported separately as SentimentPulse and is not folded into the composite. Scores refresh every trading day, and this page regenerates from the latest snapshot rather than being written once.

The verdict names a leader, states how broadly six independent evidence groups agree, and rates how durable that conclusion is given the score gap, its recent trajectory and the current signal state on both names.

How to use side-by-side comparison →

This comparison is informational and educational, not investment advice. AIQ scores update daily; re-check after earnings, guidance or macro data that materially changes either name’s factor profile.