Skip to main content
DTE Energy Company
Utilities · Utilities - Regulated Electric
Made on Aug 29, 2026
Price at call $135.82
6-month call Bear -5.0%
Target by Mar 2027 $129.00
Great value below $110.00
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 -5.0% to $129.00
Predicted High $135.10 in 2 weeks
Predicted Low $129.00 at 6 months
Max Drawdown (predicted) -5.0%

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 29, 2026 1:11 pm
Bear DTE trends lower to $129.00 (-5.0% from $135.82) by Mar 2027. decay
ThesisDTE trades well above composite fair value near $95-105 with a negative sentiment overlay and modestly weak momentum, but as a low-beta regulated utility in a calm risk-on tape, mean reversion is slow. Expect a gentle drift lower toward the deterministic anchor near $129 over six months, with mild interim wobbles rather than a sharp break.
Invalidated ifA decisive break above $142 on rate relief or a constructive rate case would invalidate the drift-lower thesis; conversely a plunge below $125 would signal faster convergence.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $135.82 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 29, 2026 $135.82 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 12, 2026 $130.69–$140.95 typical range · internal point $135.10 ±3.8% 6/10 low-beta drift, no catalyst, mild sentiment drag
What actually happened: closed $132.58 on Sep 11, 2026 = -2.4% vs the call (predicted -0.5%)  ·  direction HIT (called flat, was flat)  ·  off by 1.9 pp  ·  accuracy 10/10  ·  typical range ±3.8%: inside the band  ·  S&P -0.7% over the same window — lagged it
1 month Sep 29, 2026 $128.39–$143.25 typical range · internal point $134.20 ±5.5% 6/10 quiet tape, slow fade toward fair value
2 months Oct 29, 2026 $133.00 -2.1% 5/10 rate sensitivity and overvaluation weigh gently
3 months Nov 29, 2026 $131.50 -3.2% 5/10 value gravity pulls toward deterministic anchor
4 months Dec 29, 2026 $130.40 -4.0% 4/10 year-end tax positioning, defensive rotation muted
5 months Jan 29, 2027 $129.80 -4.4% 4/10 convergence toward baseline endpoint continues
6 months Mar 1, 2027 $129.00 -5.0% 4/10 settles near deterministic fair-value anchor

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 $129.26 (-4.8%) — 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 · 1 degraded · 1 note — follow the chain top-down (cause → effect).
  • Degraded
    [critical] High debt risk — interest coverage dangerously low or refinancing needed
    upstream:valuation-synthesis
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf

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$135.82
Composite fair value$95.30
Signal-adjusted fair value$104.92
DCF fair value
Anchored-PE fair value$187.69
Buy-below (value lens)$110.00
Value net score-67
Value confidence6 / 10
Quality net score+26
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 14.5%  3m 19.0%  6m 18.9%  
Daily σ (realism noise)1.2%
Beta vs S&P 500 1m -0.11  3m -0.25  5m -0.11  
Trailing 6-month return-8.4%

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 29, 2026 freshest DTE-20260829-043001-9c26
ext-forensic-memo Aug 29, 2026 freshest ext-DTE-20260829-045313-26ed
ext-lens-quality Aug 29, 2026 freshest ext-DTE-20260829-045313-26ed
ext-lens-sentiment Aug 29, 2026 freshest ext-DTE-20260829-045313-26ed
ext-lens-value Aug 29, 2026 freshest ext-DTE-20260829-045313-26ed
scenario-valuation Aug 29, 2026 freshest DTE-20260829-043001-9c26
valuation-synthesis Aug 29, 2026 freshest DTE-20260829-043001-9c26

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 29, 2026 v0.6.0 Bear $135.82 $129.00 -5.0% Mar 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.