AEG vs QQQ Stock Comparison

Aegon Ltd. vs Invesco QQQ Trust, Series 1

Data as of Sep 5, 2026· market close· AEG (stock) vs QQQ (ETF)· Coverage 66/66 fields· 42/42 directly comparable· Moderate confidence
AIQ VerdictFragileAIQ Comparison Conviction 3/10

AEG leads

AEG leads by 1 AIQ points, primarily on Value.

Fragile: 2 of 4 evidence groups support AEG, and its current signal state is conflicted.

Evidence agreement: 2 of 4Comparison trend: Stable
AEG

Aegon Ltd.

Leads
AIQ Score
60/100
AIQ Edge Score
8/10
QQQ

Invesco QQQ Trust, Series 1

AIQ Score
59/100
AIQ Edge Score
7/10

The Algovestiq AIQ Score currently favors AEG over QQQ, 60 versus 59 as of Sep 5, 2026. AEG's advantage is driven primarily by stronger value, while QQQ holds the stronger quality profile. AEG also shows the weaker technical structure relative to its 50-day moving average. 2 of 4 covered evidence groups favor AEG today, and the comparison is rated Fragile on stability: the AIQ gap is narrow at 1 points. AEG lead: Stable — the AIQ differential has held near 1 points over 30 sessions.

Compare Aegon Ltd. and Invesco QQQ Trust, Series 1 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.

AEG advantage
0
QQQ advantage
  • Value30%55 vs 30
    AEG +25
  • Quality30%66 vs 83
    QQQ +17
  • Momentum25%50 vs 54
    QQQ +4
  • Risk Resilience15%75 vs 75
    Even

2 of 4 evidence groups favor AEG. AEG’s edge is concentrated in value; QQQ keeps a meaningful quality edge.

What changed since the last close

Latest scored session 2026-09-04, compared against the prior scored session 2026-09-03.

AEG0 AIQ

Largest factor move: Momentum -1

New signals

  • EMA Ribbon Compression neutral, trend, medium horizon
QQQ+1 AIQ

Largest factor move: Momentum +3

No new signals fired.

AEG's lead narrowed by 1 AIQ points in the latest snapshot.

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

The central trade-off

AEG (Aegon Ltd.): the stronger current systematic profile, led by value.

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

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

AEG

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

Growth

Even

Growth figures are not covered for both names.

Value

AEG

AEG on the peer-relative Value factor, by 25 points.

Momentum

QQQ

QQQ on the Momentum factor, by 4 points.

Lower downside

QQQ

QQQ carries the lower 1-month annualized volatility.

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.

MeasureAEGQQQNote
Implied upside to target-17.9%Level
Target dispersion0%Lower is tighter analyst agreement
ConsensusBuyContext, not a primary driver
Analysts covering1Higher coverage generally improves confidence

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

AIQ Agreement Matrix

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

Evidence groupFavorsReading
AIQ ScoreEven60 vs 59
FundamentalsNot coveredNot covered
ValuationAEGValue 55 vs 30
TechnicalsAEGPrice vs 50-day 0.4% vs 1.1%; vs 200-day 12.5% vs 9.3%
Risk ResilienceEvenRisk Resilience 75 vs 75
Analyst expectationsNot coveredNot covered

✓ agrees with the overall verdict · ✕ points the other way. Groups marked “not covered” lack data on one or both of AEG and QQQ 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 1 points. (argues the conclusion is provisional)
  • Only 2 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 AEG.

How the comparison changed

120 daily snapshots · Apr 23 Sep 4

AEG lead: Stable — the AIQ differential has held near 1 points over 30 sessions.

Apr 23AEG leads above the line · QQQ leads belowSep 4
Today
AEG +1
60 vs 59
7 sessions ago
AEG +2
61 vs 59
30 sessions ago
AEG +3
70 vs 67
90 sessions ago
AEG +11
69 vs 58

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.

AEGConflicted

3 bullish / 1 bearish / 2 neutral, conflicted

  • Golden Cross Active bullish, trend, long horizon (12.01%)
  • EMA Ribbon Expansion Bullish bullish, trend, medium horizon
  • Uptrend Structure Active bullish, trend, long horizon
QQQConflicted

3 bullish / 1 bearish / 1 neutral, conflicted

  • Golden Cross Active bullish, trend, long horizon (8.12%)
  • EMA Ribbon Expansion Bullish bullish, trend, medium horizon
  • Uptrend Structure Active bullish, trend, long horizon

AEG 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.

AEGNo material change

Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price -0.65%, AIQ 0 points).

QQQConfirmed strength

Price and the AIQ Score both moved up over the latest session (price +0.18%, 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. 1QQQ closes the Value gap — currently 25 points behind, the largest single contributor to AEG's edge.
  2. 2QQQ generates a confirmed bullish trend signal it does not currently carry, such as MACD Bullish Crossover.
  3. 3AEG's conflicting signal state resolves bearish — it currently carries 3 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
MetricAEGQQQ
Revenue growth (YoY)0%
EPS growth (YoY)0%
Gross margin82.5%
Operating margin3.7%
Return on equity (TTM)12.2%
Debt to equity0.43

Performance

Split across windows
MetricAEGQQQ
1 week (5 sessions)-0.5%0.4%
1 month (20 sessions)-4.1%-0.6%
3 months (63 sessions)10.9%2%
6 months (126 sessions)28.5%19.9%
Year to date18.5%17%
1 year (252 sessions)17.2%26.1%

Technicals

AEG has the stronger structure
MetricAEGQQQ
RSI (14)35.642.1
ADX (14)1310.9
Price vs 50-day0.4%1.1%
Price vs 200-day12.5%9.3%
Volatility (1M, annualized)15.8%12.9%

Risk

Split
MetricAEGQQQ
Beta0.821.43
Sharpe ratio0.751.04
Sortino ratio0.951.55
Max drawdown-15.7%-12.2%
Current drawdown-4.1%-3.6%
Annualized volatility24.2%19.7%
Value at risk (95%)-2.2%-1.9%

Straight answers

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

Which is better, AEG or QQQ?

On the Algovestiq AIQ Score, AEG is the stronger of the two as of Sep 5, 2026, scoring 60 against QQQ's 59. The edge comes from value. QQQ is not without a case — it holds the better quality 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 AEG or QQQ the better buy right now?

AEG carries the stronger systematic profile as of Sep 5, 2026, and the comparison is rated Fragile — 2 of 4 covered evidence groups agree. A Fragile rating means the conclusion is sensitive: the AIQ gap is narrow at 1 points. Treat the lead as provisional.

Why does the AIQ Score favor AEG over QQQ?

The composite weights Quality at 30%, Value at 30%, Momentum at 25% and Risk Resilience at 15%. AEG leads Value by 25 points; QQQ leads Quality by 17 points; QQQ leads Momentum by 4 points. Where the two split, the factor with the larger weight carries the result.

Which has more analyst upside, AEG or QQQ?

Analyst price targets imply -17.9% upside for AEG and not covered for QQQ. 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, AEG or QQQ?

AEG is the better-valued of the two on the peer-relative Value factor. AEG on the peer-relative Value factor, by 25 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, AEG or QQQ?

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, AEG or QQQ?

QQQ on the Momentum factor, by 4 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, AEG or QQQ?

QQQ is the more resilient of the two, so the other name carries the higher downside risk. QQQ carries the lower 1-month annualized volatility. The Risk Resilience factor weights 15% of the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.

Is AEG more profitable than QQQ?

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

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

AEG lead: Stable — the AIQ differential has held near 1 points over 30 sessions. This is measured from 120 daily comparison snapshots between 2026-04-23 and 2026-09-04. The lead has not changed hands in that window.

What would change the AEG vs QQQ verdict?

The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: QQQ closes the Value gap — currently 25 points behind, the largest single contributor to AEG's edge; QQQ generates a confirmed bullish trend signal it does not currently carry, such as MACD Bullish Crossover; AEG's conflicting signal state resolves bearish — it currently carries 3 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 AEG and QQQ?

AEG: 3 bullish / 1 bearish / 2 neutral, conflicted. QQQ: 3 bullish / 1 bearish / 1 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 AEG is Golden Cross Active (bullish, long horizon). On QQQ 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.