Value
3.4/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 3.6 |
| P/S | 3.7 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 3.9 |
| PEG | 4.1 |
| Analyst target | 4.0 |
- ▸Forward P/E: 30.7x
- ▸PEG: 2.40
AAPL · Why this verdict
Why Apple (AAPL) is rated HOLD
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
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VerdictHOLD
Overall score5.8/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Apple maintains a wide economic moat and strong margins of 27%, but at a forward P/E of 31.4x with only about 3.2% remaining to the near-term price target, the risk/reward is unfavorable and the setup favors patience while subdued price momentum resolves.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
At a forward P/E of 31.4x and a PEG of 2.47, the stock screens expensive relative to its growth rate, and with only about 3.2% remaining to the take-profit target, the current risk/reward is unfavorable. Valuation breakdown | The setup improves if the forward multiple contracts toward 25x or the price pulls back to create a more attractive entry point. | →Stable |
| CounterA franchise of this quality can sustain a premium multiple for extended periods, particularly if earnings growth accelerates beyond current consensus; the PEG alone does not bound how long the premium can persist. | ||
The business carries a wide economic moat with strong 27% operating margins and a Piotroski F-Score of 8 out of 9, reflecting a franchise that has compounded returns across multiple business cycles. Quality breakdown | Operating margins sustain above 27% and free cash flow conversion remains strong over the next 12 months, confirming the underlying franchise quality. | →Stable |
| CounterEven a wide-moat franchise cannot fully insulate against valuation risk; with the stock near its 52-week high and limited headroom to the take-profit target, any near-term earnings disappointment could compress the premium multiple quickly. | ||
The company has beaten consensus EPS estimates in each of the four most recent quarters, with an average positive surprise of approximately 5.9%, demonstrating a consistent pattern of delivering above expectations. Earnings | EPS surprise remains positive for at least 2 of the next 4 quarterly reports. | →Stable |
| CounterA sustained beat streak invites upward estimate revisions, raising the bar for future surprises; even a single in-line quarter at current valuations could trigger multiple compression. | ||
Price momentum is subdued, with falling on-balance volume indicating distribution even as the stock trades above its 200-day moving average — a mixed signal suggesting the near-term trend has lost conviction. Momentum breakdown | On-balance volume shifts from distribution to accumulation within 12 months as near-term selling pressure dissipates. | →Stable |
| CounterShort-term distribution in a high-quality name does not necessarily signal sustained weakness; momentum can reverse quickly if sentiment shifts toward quality in a risk-off environment. | ||
At a forward P/E of 31.4x and a PEG of 2.47, the stock screens expensive relative to its growth rate, and with only about 3.2% remaining to the take-profit target, the current risk/reward is unfavorable.
→StableValuation breakdown
- Expectation
- The setup improves if the forward multiple contracts toward 25x or the price pulls back to create a more attractive entry point.
CounterA franchise of this quality can sustain a premium multiple for extended periods, particularly if earnings growth accelerates beyond current consensus; the PEG alone does not bound how long the premium can persist.
The business carries a wide economic moat with strong 27% operating margins and a Piotroski F-Score of 8 out of 9, reflecting a franchise that has compounded returns across multiple business cycles.
→StableQuality breakdown
- Expectation
- Operating margins sustain above 27% and free cash flow conversion remains strong over the next 12 months, confirming the underlying franchise quality.
CounterEven a wide-moat franchise cannot fully insulate against valuation risk; with the stock near its 52-week high and limited headroom to the take-profit target, any near-term earnings disappointment could compress the premium multiple quickly.
The company has beaten consensus EPS estimates in each of the four most recent quarters, with an average positive surprise of approximately 5.9%, demonstrating a consistent pattern of delivering above expectations.
→StableEarnings
- Expectation
- EPS surprise remains positive for at least 2 of the next 4 quarterly reports.
CounterA sustained beat streak invites upward estimate revisions, raising the bar for future surprises; even a single in-line quarter at current valuations could trigger multiple compression.
Price momentum is subdued, with falling on-balance volume indicating distribution even as the stock trades above its 200-day moving average — a mixed signal suggesting the near-term trend has lost conviction.
→StableMomentum breakdown
- Expectation
- On-balance volume shifts from distribution to accumulation within 12 months as near-term selling pressure dissipates.
CounterShort-term distribution in a high-quality name does not necessarily signal sustained weakness; momentum can reverse quickly if sentiment shifts toward quality in a risk-off environment.
Per-dimension breakdown
Quality
8.0/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 10.0 |
| ROA | 10.0 |
| Gross margin | 5.6 |
| Op margin | 10.0 |
| Net margin | 10.0 |
| Current ratio | 4.2 |
| FCF quality | 6.1 |
| Moat | 7.5 |
| Piotroski F | 8.9 |
- ▸Excellent ROE: 141%
- ▸Strong margins: 27%
- ▸Wide economic moat
- ▸Compounder quality: strong returns + growth
Growth
6.6/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 6.7 |
| EPS growth | 6.4 |
Momentum
3.7/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 8.2 |
| MACD | 0.0 |
| OBV | 1.0 |
| MA position | 6.0 |
| Volume | 3.3 |
- ▸Uptrend pullback (RSI 33) - buy opportunity
- ▸Volume distribution (falling OBV)
- ▸Above 200-day MA
Sentiment
6.3/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 5.0 |
| Analyst rating | 7.5 |
| Price target | 6.1 |
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.1 |
- ▸Negligible insider selling — $111,705,105 (0.003% of mkt cap)
Peer rank
5.4/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 1.7 |
| quality rank | 7.5 |
| growth rank | 7.5 |
Technical
8.0/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 7.5 |
| support resistance | 8.1 |
| 52w position | 8.5 |
Risk (lower is worse)
6.5/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.5 |
| days to cover | 7.6 |
| volatility | 5.8 |
| put call | 3.1 |
| implied vol | 6.4 |
| beta | 6.7 |
| debt equity | 6.2 |
- ▸Elevated put/call: 1.54
- ▸Concentration risks: 4 HIGH (10-K Item 1A — sized via position_sizing, validated via buy_confidence)
Catalyst
6.5/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 5.5 |
| dividend safety | 5.2 |
| news activity | 8.0 |
- ▸Perfect beat streak: 4Q
- ▸Dividend: 37.0%
How the verdict was assembled
Engine trigger
Maintain position. Not compelling to add more.
Engine technical detail
verdict_path:
L4:PATH_F_HOLDPassed (5)
- INSIDER:OK
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:36d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (2)
- MOMENTUM:3.7<4.5
- ASYMMETRY:-0.2=NEGATIVE
Warning (1)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
-0.24
Upside
-1.3%
Downside
5.4%
Sizing output
AVOID
SetupUNKNOWN — No clear chart pattern; technical signals are mixed
EdgeTEMP_HEADWIND — High quality (8.0) with weak momentum (3.7)
SuitabilityMODERATE — Balanced profile
Investment implication
None of the engine's positive-conviction paths (C-quality, D-momentum) triggered — the F-path HOLD reflects balanced signals. Strongest-cleared gate: INSIDER:OK. Top dim: Quality at 8.0; weakest: Value at 3.4. No conviction either direction.
The strongest dimensions are Quality at 8.0, Technical at 8.0, and Growth at 6.6; the weakest are Value at 3.4, Momentum at 3.7, and Insider at 5.0. The V9 engine flagged 2 failed gates with 1 warning, producing an asymmetric reward-to-risk of -0.24 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1The business carries a wide economic moat with strong 27% operating margins and a Piotroski F-Score of 8 out of 9, reflecting a franchise that has compounded returns across multiple business cycles.
Trip ifGross margin compresses below 25% from the current 27% for 2 consecutive quarters.
- P2The company has beaten consensus EPS estimates in each of the four most recent quarters, with an average positive surprise of approximately 5.9%, demonstrating a consistent pattern of delivering above expectations.
Trip ifEPS surprise falls below 0% for 2 consecutive quarters.
- P3At a forward P/E of 31.4x and a PEG of 2.47, the stock screens expensive relative to its growth rate, and with only about 3.2% remaining to the take-profit target, the current risk/reward is unfavorable.
Trip ifForward P/E compresses below 25x from the current 31.4x for 2 consecutive quarters.
- P4Price momentum is subdued, with falling on-balance volume indicating distribution even as the stock trades above its 200-day moving average — a mixed signal suggesting the near-term trend has lost conviction.
Trip ifPrice breaks above $311 for 5 consecutive trading sessions.