QQQ vs ROP Stock Comparison

ROP currently leads QQQ in this stock comparison, with AIQ scores of 69 vs 57. The clearest difference is momentum, while QQQ has the stronger risk resilience profile.

Market data as of Oct 31, 2026 market close· AIQ score gap 12 points
QQQ
Equity
vs
ROP
Technology
QQQ
Invesco QQQ Trust, Series 1
Price
$690
Day move
-3.47%
AIQ Score
57/100
Best edge
Risk Resilience
Sector
Equity
ROP
Roper Technologies, Inc.
Leads
Price
$467
Day move
+3.77%
AIQ Score
69/100
Best edge
Momentum
Sector
Technology

What is the main difference between QQQ and ROP?

ROP leads the current stock comparison as Roper Technologies, Inc., with the clearest separation coming from momentum and the broader AIQ evidence mix.

AlgovestIQ AIQ Comparison

Invesco QQQ Trust, Series 1 vs Roper Technologies, Inc.

Data as of Oct 31, 2026· market close· ROP (stock) vs QQQ (ETF)· Coverage 65/66 fields· 42/42 directly comparable· Moderate confidence
AIQ VerdictFragileAIQ Comparison Conviction 6/10

ROP leads

ROP leads by 12 AIQ points, primarily on Momentum and Value, having only recently taken the lead back from QQQ.

Fragile: 3 of 4 evidence groups support ROP, the lead recently changed hands, and its current signal state is conflicted.

Evidence agreement: 3 of 4Comparison trend: Reversed
QQQ

Invesco QQQ Trust, Series 1

AIQ Score
57/100
AIQ Edge Score
6/10
ROP

Roper Technologies, Inc.

Leads
AIQ Score
69/100
AIQ Edge Score
10/10

The Algovestiq AIQ Score currently favors ROP over QQQ, 69 versus 57 as of Oct 31, 2026. ROP's advantage is driven primarily by stronger momentum and value, while QQQ holds the stronger risk resilience profile. ROP also shows the stronger technical structure relative to its 50-day moving average. 3 of 4 covered evidence groups favor ROP today, and the comparison is rated Fragile on stability: the lead has already changed hands inside the comparison window. ROP lead: Reversed — QQQ led by 7 AIQ points 30 sessions ago; ROP now leads by 12.

Compare Invesco QQQ Trust, Series 1 and Roper Technologies, Inc. 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
+92.9%
ROP
-4.9%

Total return comparison

Growth of $10,000, distributions reinvested

QQQ $19,294 · ROP $9,507

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 ROP 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
ROP advantage
  • Momentum46 vs 95
    ROP +49
  • Value35 vs 62
    ROP +27
  • Risk Resilience69 vs 46
    QQQ +23
  • Quality81 vs 66
    QQQ +15

3 of 4 evidence groups favor ROP. ROP’s edge is concentrated in momentum and value; QQQ keeps a meaningful risk resilience edge.

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.

ROP0 AIQ

No factor moved materially.

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

ROP's lead was unchanged in the latest session.

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

The central trade-off

ROP (Roper Technologies, Inc.): the stronger current systematic profile, led by momentum and value.

QQQ (Invesco QQQ Trust, Series 1): the counter-case, on risk resilience, quality.

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

ROP

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

Growth

Even

Growth figures are not covered for both names.

Value

ROP

ROP on the peer-relative Value factor, by 27 points.

Momentum

ROP

ROP on the Momentum factor, by 49 points.

Lower downside

QQQ

QQQ on Risk Resilience, by 23 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.

MeasureQQQROPNote
Implied upside to target—-2%Level
Target dispersion—+40.5%Lower is tighter analyst agreement
Consensus—HoldContext, not a primary driver
Analysts covering—8Higher 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 ROP. A wide gap backed by one group is a weaker case than a narrow gap backed by five.

Evidence groupFavorsReading
AIQ ScoreROP57 vs 69
FundamentalsNot coveredNot covered
ValuationROPValue 35 vs 62
TechnicalsROPPrice vs 50-day -4.8% vs 19.5%; vs 200-day 6.9% vs 20.8%
Risk ResilienceQQQRisk Resilience 69 vs 46
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 ROP 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 wide at 12 points. (supports the conclusion holding)
  • The lead has already changed hands inside the comparison window. (argues the conclusion is provisional)
  • The lead has swung materially session to session. (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 ROP.

How the comparison changed

120 daily snapshots · Jul 1 – Oct 30

ROP lead: Reversed — QQQ led by 7 AIQ points 30 sessions ago; ROP now leads by 12.

Jul 1QQQ leads above the line · ROP leads belowOct 30
Today
ROP +12
57 vs 69
7 sessions ago
ROP +19
50 vs 69
30 sessions ago
QQQ +7
64 vs 57
90 sessions ago
ROP +7
59 vs 66

The lead changed hands 3 times in this window, most recently on Oct 14 when ROP moved ahead of QQQ.

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

  • MACD Bearish Crossover — bearish, momentum, short horizon
ROPConflicted

5 bullish / 1 bearish, conflicted

Only ROP

  • Keltner Channel Breakout — bullish, volatility, short horizon
  • RSI Overbought — bearish, momentum, short horizon
  • EMA Ribbon Expansion Bullish — bullish, trend, medium horizon
  • MACD Bullish Crossover — bullish, momentum, short horizon

Both carry 2 more signals that do not separate them: Golden Cross Active, Uptrend Structure Active.

ROP 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).

ROPNo material change

Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price +3.77%, 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. 1QQQ closes the Momentum gap — currently 49 points behind, the largest single contributor to ROP's edge.
  2. 2QQQ's MACD Bearish Crossover resolves — a bearish momentum rule currently active against it.
  3. 3ROP's conflicting signal state resolves bearish — it currently carries 5 bullish and 1 bearish rules at once.
  4. 4A regime shift changes factor weighting — Quality and Value carry the heaviest weights in the composite, 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
MetricQQQROP
Revenue growth (YoY)—3%
EPS growth (YoY)—-57.5%
Gross margin—69.7%
Operating margin—28%
Return on equity (TTM)—13.5%
Debt to equity—0.51

Performance

ROP leads 4 of 6 windows
MetricQQQROP
1 week (5 sessions)0.1%10.8%
1 month (20 sessions)-1.9%22.4%
3 months (63 sessions)6.2%13.2%
6 months (126 sessions)9.7%23.8%
Year to date18.1%-1.1%
1 year (252 sessions)17.6%-8.8%

Technicals

ROP has the stronger structure
MetricQQQROP
RSI (14)39.491.4
ADX (14)25.536.9
Price vs 50-day-4.8%19.5%
Price vs 200-day6.9%20.8%
Volatility (1M, annualized)19.5%40.7%

Risk

QQQ is the more resilient
MetricQQQROP
Beta1.45-0.03
Sharpe ratio0.59-0.09
Sortino ratio0.9-0.12
Max drawdown-12.2%-30.8%
Current drawdown-4.5%-3.4%
Annualized volatility20%30.9%
Value at risk (95%)-2%-2.9%

Straight answers

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

Which is better, QQQ or ROP?

On the Algovestiq AIQ Score, ROP is the stronger of the two as of Oct 31, 2026, scoring 69 against QQQ's 57. The edge comes from momentum and value. QQQ 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 QQQ or ROP the better buy right now?

ROP carries the stronger systematic profile as of Oct 31, 2026, and the comparison is rated Fragile — 3 of 4 covered evidence groups agree. A Fragile rating means the conclusion is sensitive: the lead has already changed hands inside the comparison window. Treat the lead as provisional.

Why does the AIQ Score favor ROP over QQQ?

The composite weights Quality, Value, Momentum and Risk Resilience. ROP leads Momentum by 49 points; ROP leads Value by 27 points; QQQ leads Risk Resilience by 23 points. Where the two split, the factor with the larger weight carries the result.

Which has more analyst upside, QQQ or ROP?

Analyst price targets imply not covered upside for QQQ and -2% for ROP. 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 ROP?

ROP is the better-valued of the two on the peer-relative Value factor. ROP on the peer-relative Value factor, by 27 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, QQQ or ROP?

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 ROP?

ROP on the Momentum factor, by 49 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 ROP?

QQQ is the more resilient of the two, so the other name carries the higher downside risk. QQQ on Risk Resilience, by 23 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 ROP?

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

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

ROP lead: Reversed — QQQ led by 7 AIQ points 30 sessions ago; ROP now leads by 12. This is measured from 120 daily comparison snapshots between 2026-07-01 and 2026-10-30. The lead has changed hands 3 times in that window, most recently on 2026-10-14, when ROP moved ahead of QQQ.

What would change the QQQ vs ROP verdict?

The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: QQQ closes the Momentum gap — currently 49 points behind, the largest single contributor to ROP's edge; QQQ's MACD Bearish Crossover resolves — a bearish momentum rule currently active against it; ROP's conflicting signal state resolves bearish — it currently carries 5 bullish and 1 bearish rules at once; a regime shift changes factor weighting — Quality and Value carry the heaviest weights in the composite, so a rotation toward either would move the result most.

What do the current signals say about QQQ and ROP?

QQQ: 2 bullish / 1 bearish, conflicted. ROP: 5 bullish / 1 bearish, 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 ROP it is Golden Cross Active (bullish, 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.