QQQ vs SMR Stock Comparison

QQQ currently leads SMR in this stock comparison, with AIQ scores of 57 vs 34. The clearest difference is quality.

Market data as of Oct 31, 2026 market close· AIQ score gap 23 points
QQQ
Equity
vs
SMR
Industrials
QQQ
Invesco QQQ Trust, Series 1
Leads
Price
$690
Day move
-3.47%
AIQ Score
57/100
Best edge
Quality
Sector
Equity
SMR
NuScale Power Corporation
Price
$5.62
Day move
-5.07%
AIQ Score
34/100
Best edge
Balanced
Sector
Industrials

What is the main difference between QQQ and SMR?

QQQ leads the current stock comparison as Invesco QQQ Trust, Series 1, with the clearest separation coming from quality and the broader AIQ evidence mix.

AlgovestIQ AIQ Comparison

Invesco QQQ Trust, Series 1 vs NuScale Power Corporation

Data as of Oct 31, 2026· market close· SMR (stock) vs QQQ (ETF)· Coverage 65/66 fields· 42/42 directly comparable· Moderate confidence
AIQ VerdictCompetitiveAIQ Comparison Conviction 8/10

QQQ leads

QQQ leads by 23 AIQ points, primarily on Quality and Risk Resilience, but the lead has narrowed from 30 points over 30 sessions.

Competitive: 3 of 4 evidence groups support QQQ, its lead is narrowing, and its current signal state is conflicted.

Evidence agreement: 3 of 4Comparison trend: Weakening
QQQ

Invesco QQQ Trust, Series 1

Leads
AIQ Score
57/100
AIQ Edge Score
6/10
SMR

NuScale Power Corporation

AIQ Score
34/100
AIQ Edge Score
2/10

The Algovestiq AIQ Score currently favors QQQ over SMR, 57 versus 34 as of Oct 31, 2026. QQQ's advantage is driven primarily by stronger quality and risk resilience. QQQ also shows the stronger technical structure relative to its 50-day moving average. 3 of 4 covered evidence groups favor QQQ today, and the comparison is rated Competitive on stability: the leader's advantage has been narrowing. QQQ lead: Weakening — the AIQ differential moved from 30 to 23 points over 30 sessions.

Compare Invesco QQQ Trust, Series 1 and NuScale Power Corporation across the Algovestiq AIQ Score, valuation, quality, momentum, risk, technicals and analyst expectations.

Currently unavailable

Performance over time

Total return with distributions reinvested, from daily closes.

QQQ
+133.9%
SMR
-46.3%

Total return comparison

Growth of $10,000, distributions reinvested

QQQ $23,387 · SMR $5,374

Split-adjusted closes; each distribution is reinvested at the close on its ex-dividend date. Taxes and trading costs are not modeled.

Compare QQQ and SMR against another ticker

Open a multi-ticker workspace without changing this focused pair page.

Basic: 2 symbols·Explorer: 3 symbols·Pro and Premium: 5 symbols·Your limit: 2

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.

QQQ advantage
0
SMR advantage
  • Quality81 vs 39
    QQQ +42
  • Risk Resilience69 vs 40
    QQQ +29
  • Momentum46 vs 25
    QQQ +21
  • Value35 vs 34
    Even

3 of 4 evidence groups favor QQQ. QQQ’s edge is concentrated in quality and risk resilience.

What changed since the last close

Latest scored session 2026-10-30, compared against the prior scored session 2026-10-29.

QQQ0 AIQ

Largest factor move: Quality -1, not enough on its own to move the overall score.

No signal started or stopped since the prior session; its 3 active signals are unchanged.

SMR0 AIQ

No factor moved materially.

No signal started or stopped since the prior session; its 6 active signals are unchanged.

QQQ's lead was unchanged in the latest session.

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

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

QQQ

QQQ on the overall AIQ Score, which weights Quality and Value most heavily.

Growth

Even

Growth figures are not covered for both names.

Value

Even

The two are level on Value.

Momentum

QQQ

QQQ on the Momentum factor, by 21 points.

Lower downside

QQQ

QQQ on Risk Resilience, by 29 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.

MeasureQQQSMRNote
Implied upside to target—+94%Level
Target dispersion—+128.4%Lower is tighter analyst agreement
Consensus—HoldContext, not a primary driver
Analysts covering—7Higher coverage generally improves confidence

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

AIQ Agreement Matrix

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

Evidence groupFavorsReading
AIQ ScoreQQQ57 vs 34
FundamentalsNot coveredNot covered
ValuationEvenValue 35 vs 34
TechnicalsQQQPrice vs 50-day -4.8% vs -30%; vs 200-day 6.9% vs -48.4%
Risk ResilienceQQQRisk Resilience 69 vs 40
Analyst expectationsNot coveredNot covered

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

AIQ Decision Stability

Competitive

The two are close enough that your objective, not the score, should decide.

  • The AIQ gap is wide at 23 points. (supports the conclusion holding)
  • The leader's advantage has been narrowing. (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 QQQ.

How the comparison changed

120 daily snapshots · Jul 1 – Oct 30

QQQ lead: Weakening — the AIQ differential moved from 30 to 23 points over 30 sessions.

Jul 1QQQ leads above the line · SMR leads belowOct 30
Today
QQQ +23
57 vs 34
7 sessions ago
QQQ +16
50 vs 34
30 sessions ago
QQQ +30
64 vs 34
90 sessions ago
QQQ +17
59 vs 42

The lead has not changed hands in this window.

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.

QQQConflicted

2 bullish / 1 bearish, conflicted

Only QQQ

  • Golden Cross Active — bullish, trend, long horizon (6.88%)
  • Uptrend Structure Active — bullish, trend, long horizon
  • MACD Bearish Crossover — bearish, momentum, short horizon
SMRConflicted

2 bullish / 2 bearish / 2 neutral, conflicted

Only SMR

  • Bollinger Band Squeeze — neutral, volatility, short horizon
  • Death Cross Active — bearish, trend, long horizon (36.92%)
  • ATR Expansion - Breakout Mode — neutral, volatility, short horizon (7.96%)
  • RSI Oversold - Potential Bounce — bullish, momentum, short horizon
  • Downtrend Structure Active — bearish, trend, long horizon
  • MACD Bullish Crossover — bullish, momentum, short horizon

QQQ 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.

QQQNo material change

Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price -3.47%, AIQ 0 points).

SMRNo material change

Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price -5.07%, AIQ 0 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. 1SMR closes the Quality gap — currently 42 points behind, the largest single contributor to QQQ's edge.
  2. 2SMR's Death Cross Active resolves — a bearish trend rule currently active against it.
  3. 3QQQ's conflicting signal state resolves bearish — it currently carries 2 bullish and 1 bearish rules at once.
  4. 4The narrowing continues — the lead has already given back 7 points over 30 sessions, and a further 23-point move would eliminate QQQ's advantage entirely.

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
MetricQQQSMR
Revenue growth (YoY)—-86.7%
EPS growth (YoY)—-7.4%
Gross margin—21.1%
Operating margin—-68.5%
Return on equity (TTM)—-31.8%
Debt to equity—0

Performance

QQQ leads 5 of 6 windows
MetricQQQSMR
1 week (5 sessions)0.1%3.1%
1 month (20 sessions)-1.9%-28.2%
3 months (63 sessions)6.2%-34.1%
6 months (126 sessions)9.7%-49.9%
Year to date18.1%-60%
1 year (252 sessions)17.6%-85%

Technicals

QQQ has the stronger structure
MetricQQQSMR
RSI (14)39.423.8
ADX (14)25.538.3
Price vs 50-day-4.8%-30%
Price vs 200-day6.9%-48.4%
Volatility (1M, annualized)19.5%65.4%

Risk

QQQ is the more resilient
MetricQQQSMR
Beta1.454.01
Sharpe ratio0.59-1.67
Sortino ratio0.9-2.99
Max drawdown-12.2%-88.3%
Current drawdown-4.5%-87.4%
Annualized volatility20%95.5%
Value at risk (95%)-2%-9.5%

Straight answers

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

Which is better, QQQ or SMR?

On the Algovestiq AIQ Score, QQQ is the stronger of the two as of Oct 31, 2026, scoring 57 against SMR's 34. The edge comes from quality and risk resilience. 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 QQQ or SMR the better buy right now?

QQQ carries the stronger systematic profile as of Oct 31, 2026, and the comparison is rated Competitive — 3 of 4 covered evidence groups agree. A Competitive rating means the two are close enough that your objective, not the score, should decide.

Why does the AIQ Score favor QQQ over SMR?

The composite weights Quality, Value, Momentum and Risk Resilience. QQQ leads Quality by 42 points; QQQ leads Risk Resilience by 29 points; QQQ leads Momentum by 21 points. Where the two split, the factor with the larger weight carries the result.

Which has more analyst upside, QQQ or SMR?

Analyst price targets imply not covered upside for QQQ and +94% for SMR. 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, QQQ or SMR?

Neither name separates on the peer-relative Value factor. The two are level on Value. 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, QQQ or SMR?

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, QQQ or SMR?

QQQ on the Momentum factor, by 21 points. Momentum is one of the four weighted factors in 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, QQQ or SMR?

QQQ is the more resilient of the two, so the other name carries the higher downside risk. QQQ on Risk Resilience, by 29 points. Risk Resilience is a weighted factor in the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.

Is QQQ more profitable than SMR?

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

Is QQQ's lead over SMR getting stronger or weaker?

QQQ lead: Weakening — the AIQ differential moved from 30 to 23 points over 30 sessions. This is measured from 120 daily comparison snapshots between 2026-07-01 and 2026-10-30. The lead has not changed hands in that window.

What would change the QQQ vs SMR verdict?

The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: SMR closes the Quality gap — currently 42 points behind, the largest single contributor to QQQ's edge; SMR's Death Cross Active resolves — a bearish trend rule currently active against it; QQQ's conflicting signal state resolves bearish — it currently carries 2 bullish and 1 bearish rules at once; the narrowing continues — the lead has already given back 7 points over 30 sessions, and a further 23-point move would eliminate QQQ's advantage entirely.

What do the current signals say about QQQ and SMR?

QQQ: 2 bullish / 1 bearish, conflicted. SMR: 2 bullish / 2 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 QQQ is Golden Cross Active (bullish, long horizon). On SMR it is Death Cross Active (bearish, long horizon).

Continue your research

This page answers which of the two. These answer the questions on either side of it.

How this comparison is scored

The Algovestiq AIQ Score composites four factors — Quality, Value, Momentum and Risk, each carrying a fixed weight. 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.