Value
3.2/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 3.3 |
| P/S | 3.3 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 3.5 |
| PEG | 3.9 |
| Analyst target | 4.0 |
- ▸Forward P/E: 32.5x
- ▸PEG: 2.72
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 score5.9/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
AAPL is positioned for multi-year growth driven by AI infrastructure demand and CUDA ecosystem moat.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Engine signal |
|---|---|---|
CUDA ecosystem lock-in makes switching prohibitive. V9 | Software attach rate >80% within 12 months. | →stable |
| CounterOpen frameworks (ROCm, OpenCL) gain adoption. | ||
AAPL leads AI GPU supply as hyperscaler capex accelerates. Bull case | Data center revenue grows >30% YoY over 4 quarters. | →stable |
| CounterAMD and custom ASIC competition could erode margins. | ||
Hyperscaler AI capex sustains multi-year demand. Score details | Gross margin stays above 70% for next 2 quarters. | →stable |
| CounterSupply surge from AMD could compress ASPs. | ||
Consecutive earnings beats signal sustainable demand. Earnings | EPS beats consensus by >10% for 3+ quarters. | →stable |
| CounterGuidance cuts on macro softening could miss. | ||
CUDA ecosystem lock-in makes switching prohibitive.
→stableV9
- Expectation
- Software attach rate >80% within 12 months.
CounterOpen frameworks (ROCm, OpenCL) gain adoption.
AAPL leads AI GPU supply as hyperscaler capex accelerates.
→stableBull case
- Expectation
- Data center revenue grows >30% YoY over 4 quarters.
CounterAMD and custom ASIC competition could erode margins.
Hyperscaler AI capex sustains multi-year demand.
→stableScore details
- Expectation
- Gross margin stays above 70% for next 2 quarters.
CounterSupply surge from AMD could compress ASPs.
Consecutive earnings beats signal sustainable demand.
→stableEarnings
- Expectation
- EPS beats consensus by >10% for 3+ quarters.
CounterGuidance cuts on macro softening could miss.
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
6.0/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 3.8 |
| MACD | 10.0 |
| OBV | 1.0 |
| MA position | 9.0 |
| Volume | 6.2 |
- ▸Overbought (RSI 84)
- ▸Volume distribution (falling OBV)
- ▸Above 200-day MA
Sentiment
6.6/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 7.2 |
| Analyst rating | 7.5 |
| Price target | 4.9 |
- ▸LLM news sentiment: +0.44 (n=5)
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.1 |
- ▸Negligible insider selling — $111,705,105 (0.002% 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
4.0/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 1.6 |
| support resistance | 0.7 |
| 52w position | 9.8 |
Risk (lower is worse)
7.5/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.5 |
| days to cover | 8.0 |
| volatility | 8.5 |
| put call | 9.5 |
| implied vol | 6.9 |
| max pain risk | 5.0 |
| beta | 6.7 |
| debt equity | 6.2 |
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: 35.0%
How the verdict was assembled
Engine trigger
Maintain position. Not compelling to add more.
Engine technical detail
verdict_path:
L4:PATH_F_HOLDPassed (6)
- MOMENTUM:6.0>=5.5
- INSIDER:OK
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:60d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- ASYMMETRY:-0.7=NEGATIVE
Warning (1)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
-0.70
Upside
-8.5%
Downside
12.0%
Sizing output
AVOID
SetupUNKNOWN — No clear chart pattern; technical signals are mixed
EdgeNO_EDGE — No clear edge identified
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: MOMENTUM:6.0>=5.5. Top dim: Quality at 8.0; weakest: Value at 3.2. No conviction either direction.
The strongest dimensions are Quality at 8.0, Risk (lower is worse) at 7.5, and Growth at 6.6; the weakest are Value at 3.2, Technical at 4.0, and Insider at 5.0. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of -0.70 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1AAPL leads AI GPU supply as hyperscaler capex accelerates.
Trip ifDC hyperscaler capex share falls below 30% of total revenue.
- P2Hyperscaler AI capex sustains multi-year demand.
Trip ifGross margin compresses below 60% from current 75%.
- P3CUDA ecosystem lock-in makes switching prohibitive.
Trip ifCUDA market share falls below 50% within 24 months.
- P4Consecutive earnings beats signal sustainable demand.
Trip ifEPS misses consensus by >15% for 2 consecutive quarters.