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The Estée Lauder Companies Inc. Class A Common Stock
Consumer Defensive · Household & Personal Products
Made on Aug 24, 2026
Price at call $103.39
6-month call Bear -17.8%
Target by Feb 2027 $85.00
Great value below $55.00
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 -17.8% to $85.00
Predicted High $106.80 at 1 month
Predicted Low $85.00 at 6 months
Max Drawdown (predicted) -17.8%

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 24, 2026 1:06 pm
Bear EL trends lower to $85.00 (-17.8% from $103.39) by Feb 2027. ride-then-fade
ThesisEL is deeply overvalued vs composite fair value near $33, but a fragile turnaround narrative and Q4 beat momentum in a risk-on tape can extend the bounce short-term before value gravity reasserts. Expect a modest ride higher into fall, then fade as rate pressure and forensic concerns weigh through winter.
Invalidated ifA break above $115 on strong volume or sustained close below $85 before m3 would falsify the drift-lower thesis.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $103.39 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 24, 2026 $103.39 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 7, 2026 $93.01–$113.77 typical range · internal point $105.20 ±10.0% 6/10 Risk-on tape and beat momentum extend near-term drift up
What actually happened: closed $103.86 on Sep 4, 2026 = +0.5% vs the call (predicted +1.8%)  ·  direction HIT (called flat, was flat)  ·  off by 1.3 pp  ·  accuracy 10/10  ·  typical range ±10.0%: inside the band  ·  S&P +0.9% over the same window — lagged it
1 month Sep 24, 2026 $88.35–$118.43 typical range · internal point $106.80 ±14.5% 5/10 Fallen-angel narrative still bid, no catalyst against it
2 months Oct 24, 2026 $102.50 -0.9% 5/10 Momentum fades as valuation pushback resumes
3 months Nov 24, 2026 $97.00 -6.2% 5/10 Value gravity engages, forensic concerns weigh
4 months Dec 24, 2026 $92.00 -11.0% 4/10 Year-end derisking, quality lens negatives resurface
5 months Jan 24, 2027 $88.50 -14.4% 4/10 Drift toward deterministic baseline continues
6 months Feb 24, 2027 $85.00 -17.8% 4/10 Convergence partway toward fair value anchor near $33

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 $76.67 (-25.8%) — 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

0 blocking · 2 degraded · 2 notes — follow the chain top-down (cause → effect).
  • Degraded
    [critical] Revenue is volatile and unreliable — growth projections are speculative
    upstream:valuation-synthesis
  • Degraded
    [critical] Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis
  • Note
    EPV de-weighted — growth IS the value proposition for this type of company
    upstream:classification
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe

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$103.39
Composite fair value$32.70
Signal-adjusted fair value$24.98
DCF fair value$36.29
Anchored-PE fair value
Buy-below (value lens)$55.00
Value net score-74
Value confidence7 / 10
Quality net score-14
Memo confidence8 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 58.7%  3m 50.4%  6m 51.1%  
Daily σ (realism noise)3.2%
Beta vs S&P 500 1m 1.14  3m 1.02  5m 1.38  
Trailing 6-month return-10.8%

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 24, 2026 freshest EL-20260824-040001-b3e0
ext-forensic-memo Aug 24, 2026 freshest ext-EL-20260824-045431-71ed
ext-lens-quality Aug 24, 2026 freshest ext-EL-20260824-045431-71ed
ext-lens-sentiment Aug 24, 2026 freshest ext-EL-20260824-045431-71ed
ext-lens-value Aug 24, 2026 freshest ext-EL-20260824-045431-71ed
scenario-valuation Aug 24, 2026 freshest EL-20260824-040001-b3e0
valuation-synthesis Aug 24, 2026 freshest EL-20260824-040001-b3e0

Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.

Saved History

1 frozen snapshot — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 24, 2026 v0.6.0 Bear $103.39 $85.00 -17.8% Feb 2027 viewing

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.