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Eaton Corporation plc
Industrials · Specialty Industrial Machinery
Made on Aug 5, 2026
Price at call $444.77
6-month call Bear -8.9%
Target by Feb 2027 $405.00
Great value below $300.00
Model v0.6.0

Projection vs Actual (6M history + forecast)

The masterbrain's trajectory (blue, curved through its 7 checkpoints), the deterministic v0.3 control (dashed), and the actual price (green) overlaid from the prediction date forward.
Forecast Change -8.9% to $405.00
Predicted High $458.00 at 1 month
Predicted Low $405.00 at 6 months
Max Drawdown (predicted) -8.9%

Forecast

The masterbrain trajectory — 7 dated checkpoints. Short rungs (2w, 1m) show the typical range as the primary claim; point calls run from 2 months out. Every claim still gets graded. Predicted Aug 5, 2026 1:35 am
Bear ETN trends lower to $405.00 (-8.9% from $444.77) by Feb 2027. ride-then-fade
ThesisEaton rides data-center electrification narrative and risk-on momentum higher near-term, but stretched valuation (>2x fair value composites) and high beta create fade risk as the window extends. Baseline sees mild drift lower; I expect a modest early push then gradual mean-reversion pressure into 2027.
Invalidated ifBreak below $400 on rising volume, or regime flip to risk-off with data-center capex guidance cuts from hyperscalers
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $444.77 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 5, 2026 $444.77 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 19, 2026 $398.67–$490.87 typical range · internal point $452.00 ±10.4% 7/10 Risk-on momentum and analyst upgrades extend near-term
What actually happened: closed $423.65 on Aug 19, 2026 = -4.8% vs the call (predicted +1.6%)  ·  direction HIT (called flat, was flat)  ·  off by 6.4 pp  ·  accuracy 8/10  ·  typical range ±10.4%: inside the band  ·  S&P +0.2% over the same window — lagged it
1 month Sep 5, 2026 $377.97–$511.57 typical range · internal point $458.00 ±15.0% 6/10 Data-center narrative peaks, no earnings catalyst yet
2 months Oct 5, 2026 $450.00 +1.2% 5/10 Q3 print approaches, positioning tightens
3 months Nov 5, 2026 $445.00 +0.1% 5/10 Earnings beat likely priced in, mild digestion
4 months Dec 5, 2026 $432.00 -2.9% 5/10 Valuation gravity begins asserting, high beta amplifies
5 months Jan 5, 2027 $418.00 -6.0% 4/10 Year-end rotation from crowded winners, mean reversion
6 months Feb 5, 2027 $405.00 -8.9% 4/10 Fair value pull dominates as narrative cools

Why ranges on the short rungs? A 102-prediction trial (2026-07-21) showed 2-week point calls carry no information here — three prompt formulations all lost to simply predicting zero — while the stock's own volatility scale (σ×√t) described those windows well. So the short rungs claim what's actually knowable: the typical travel, with earnings timing flagged where the variance will come from. The internal point calls keep being generated and graded to map where real skill begins. Full evidence: stocks/predictions/V0.5-DESIGN.md §8.

Deterministic control (v0.3 value line) targets $397.79 (-10.6%) — both lines get graded at every checkpoint, so the brain has to beat the formula, not just replace it. Brain: claude-opus-4-7.

Weaknesses

No weaknesses recorded for this run.

All inputs present, no fallbacks used — nothing to flag.

Equation Inputs

Everything feeding the v0.6.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$444.77
Composite fair value$206.00
Signal-adjusted fair value$239.69
DCF fair value$128.73
Anchored-PE fair value$475.72
Buy-below (value lens)$300.00
Value net score-74
Value confidence7 / 10
Quality net score+68
Memo confidence7 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 53.9%  3m 52.0%  6m 44.8%  
Daily σ (realism noise)3.3%
Beta vs S&P 500 1m 2.37  3m 2.36  5m 1.83  
Trailing 6-month return23.7%

Knobs (equation params)

ladderArray
llm_modelclaude-opus-4-7
max_tokens3000
control_knobsArray
Neutral band (%)5
earnings_briefv1
prompt_versionp1
control_versionv0.3.0

Version & Tech Chain

What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model v0.6.0 #271041f8fcd5

Tech composition (what this version is built from)

#ProcessKindGroup
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 processRanLagRun id
company-classification Aug 5, 2026 freshest ETN-20260805-000621-21af
ext-forensic-memo Aug 5, 2026 freshest ext-ETN-20260805-011617-8086
ext-lens-quality Aug 5, 2026 freshest ext-ETN-20260805-011617-8086
ext-lens-sentiment Aug 5, 2026 freshest ext-ETN-20260805-011617-8086
ext-lens-value Aug 5, 2026 freshest ext-ETN-20260805-011617-8086
scenario-valuation Aug 5, 2026 freshest ETN-20260805-000621-21af
valuation-synthesis Aug 5, 2026 freshest ETN-20260805-000621-21af

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.
MadeModelCallAt callTargetExp.Eval due
Aug 5, 2026 v0.6.0 Bear $444.77 $405.00 -8.9% Feb 2027 viewing
Jun 28, 2026 v0.3.0 view

Not Yet Modeled

What this v0.6.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Scenario probabilities — one path, no bull/bear split (base_prob = 1.0).
  • Intraday / sub-2-week behaviour — the first claim is at 14 days by design (EOD product).
  • Position sizing / portfolio context — the path is a price claim only.