Made on
Jul 15, 2026
Price at call
$134.94
6-month call
Neutral -1.1%
Target by Jan 2027
$133.42
Great value below
$115.00
Model
v0.3.0
Projection vs Actual (6M history + forecast)
Forecast
One directional 6-month call and the six monthly points we'll be scored against. Predicted Jul 15, 2026 3:46 am
Neutral
AEP trends range-bound to
$133.42
(-1.1% from $134.94)
by Jan 2027.
| Monthmonths after the call | Datewhen it gets graded | Predictedthe claim: closing price | Current priceactual close — fills in over time | Predicted returnpredicted vs $134.94 at call |
|---|---|---|---|---|
| Prediction made | Jul 15, 2026 | — | $134.94 at call | — |
| M1 | Aug 15, 2026 | $134.69 | — | -0.2% |
| What actually happened: closed $125.60 on Aug 14, 2026 = -6.9% vs the call (predicted -0.2%) · direction MISS (called flat, was down) · off by 6.7 pp · accuracy 4/10 · S&P +2.8% over the same window — beat it | ||||
| M2 | Sep 15, 2026 | $134.43 | — | -0.4% |
| M3 | Oct 15, 2026 | $134.18 | — | -0.6% |
| M4 | Nov 15, 2026 | $133.93 | — | -0.7% |
| M5 | Dec 15, 2026 | $133.68 | — | -0.9% |
| M6 | Jan 15, 2027 | $133.42 | — | -1.1% |
Deserved value (DCF/composite) is $126.72; over 6 months we project closing only part-way to it (reach 18.5%). Value-only — see Not Yet Modeled below.
Weaknesses
0 blocking · 3 degraded · 1 note — follow the chain top-down (cause → effect).-
Degraded
Cash flow quality is poor — reported earnings may not reflect reality
-
Degraded
High debt risk — interest coverage dangerously low or refinancing needed
-
Degraded
Valuation is extremely fragile — almost no scenarios support the current price
-
Note
Valuation anchor absent: dcf.
Equation Inputs
Everything feeding the v0.3.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.Value anchors (from deep analysis)
| Price at call | $134.94 |
| Composite fair value | $125.96 |
| Signal-adjusted fair value | $138.56 |
| DCF fair value | — |
| Anchored-PE fair value | $139.65 |
| Buy-below (value lens) | $115.00 |
| Value net score | -69 |
| Value confidence | 7 / 10 |
| Quality net score | +3 |
| Memo confidence | 7 / 10 |
| Deserved value (base) | $125.96 |
| Quality tilt | +0.6% |
| Deserved value (used) | $126.72 |
| Coherence (value × quality) | 0.50 |
Price behaviour (trailing — shapes the realism line)
| Realized volatility (annualized) | 1m 20.6% 3m 21.8% 6m 19.9% |
| Daily σ (realism noise) | 1.4% |
| Beta vs S&P 500 | 1m -0.53 3m -0.35 5m -0.15 |
| Trailing 6-month return | 15.4% |
Knobs (equation params)
| Deserved wt · DCF | 0.5 |
| Quality tilt cap (±) | 0.2 |
| Horizon reach (6mo) | 0.45 |
| Coherence floor (conflict) | 0.5 |
| Conviction gain / pt | 0.06 |
| Realism mean-reversion φ | 0.85 |
| Conviction floor | 0.4 |
| Deserved wt · composite | 0.5 |
| Realism vol window | 3m |
| Neutral band (%) | 5 |
| Horizon (months) | 6 |
| Realism σ fallback | 0.015 |
Version & Tech Chain
What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model
v0.3.0
#6bd904191719 Tech composition (what this version is built from)
| # | Process | Kind | Group |
|---|---|---|---|
| 1 | Synthesis valuation-synthesis |
deterministic | final |
| 2 | Scenario Analysis scenario-valuation |
deterministic | valuation |
| 3 | Valuation / Mispricing ext-lens-value |
llm | extended |
| 4 | Company Quality ext-lens-quality |
llm | extended |
| 5 | Forensic Memo (combiner) ext-forensic-memo |
llm | extended |
| 6 | Classification company-classification |
llm | foundation |
| 7 | Live Quote fmp-quote |
data | market-data |
Inputs used (the runs that fed this prediction)
| Upstream process | Ran | Lag | Run id |
|---|---|---|---|
company-classification |
Jul 15, 2026 | freshest | AEP-20260715-030001-185b |
ext-forensic-memo |
Jul 15, 2026 | freshest | ext-AEP-20260715-033743-4096 |
ext-lens-quality |
Jul 15, 2026 | freshest | ext-AEP-20260715-033743-4096 |
ext-lens-value |
Jul 15, 2026 | freshest | ext-AEP-20260715-033743-4096 |
valuation-synthesis |
Jul 15, 2026 | freshest | AEP-20260715-030001-185b |
Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.
Saved History
2 frozen snapshots — the record we score once predictions mature.| Made | Model | Call | At call | Target | Exp. | Eval due | |
|---|---|---|---|---|---|---|---|
| Aug 12, 2026 | v0.3.0 | — | — | — | — | — | view |
| Jul 15, 2026 | v0.3.0 | Neutral | $134.94 | $133.42 | -1.1% | Jan 2027 | viewing |
Not Yet Modeled
What this v0.3.0 forecast deliberately ignores — the work ahead, in plain sight.- Signal-adjusted fair value ($138.56) — the red-flag-adjusted anchor isn't the primary input yet (we use the raw DCF/composite blend, which double-counts DCF).
- Recent momentum / drift — the line takes off straight; the trailing 6-month move (15.4%) doesn't bend the slope.
- Market beta — computed (1–5mo) for context but does not condition the path.
- Earnings dates, catalysts, and known events — not modeled.
- Macro regime & sector rotation — not modeled.
- Horizon is a fixed 6-month assumption, not a modeled time-to-target.
- Outcome scoring — predictions aren't yet graded against realized price once the evaluation date passes.