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TotalEnergies SE
Energy · Oil & Gas Integrated
Made on Aug 4, 2026
Price at call $87.20
6-month call Bear -12.8%
Target by Feb 2027 $76.00
Great value below $72.00
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 -12.8% to $76.00
Predicted High $88.60 at 1 month
Predicted Low $76.00 at 6 months
Max Drawdown (predicted) -12.8%

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 4, 2026 1:17 am
Bear TTE trends lower to $76.00 (-12.8% from $87.20) by Feb 2027. ride-then-fade
ThesisTTE trades far above composite fair value but has strong momentum, consistent earnings beats, and a supportive risk-on tape. Near-term drift is modestly higher on momentum and renewables deal-flow, then value gravity and a soft sector tone slowly pull it back toward the mid-70s over the six-month horizon, without collapsing to the extreme DCF anchor.
Invalidated ifA decisive close above $95 on sustained volume, or a break below $75, would invalidate the mild-drift-then-fade path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $87.20 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 4, 2026 $87.20 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 18, 2026 $82.43–$91.97 typical range · internal point $87.90 ±5.5% 7/10 Momentum and risk-on regime carry price sideways-up
What actually happened: closed $88.63 on Aug 17, 2026 = +1.6% vs the call (predicted +0.8%)  ·  direction HIT (called flat, was flat)  ·  off by 0.8 pp  ·  accuracy 10/10  ·  typical range ±5.5%: inside the band  ·  S&P +0.6% over the same window — beat it
1 month Sep 4, 2026 $80.29–$94.11 typical range · internal point $88.60 ±7.9% 6/10 Renewables deal-flow narrative sustains modest bid
2 months Oct 4, 2026 $86.50 -0.8% 5/10 Soft energy sector tone begins to weigh
3 months Nov 4, 2026 $84.00 -3.7% 5/10 Value gravity pulls toward attractive-below level
4 months Dec 4, 2026 $81.50 -6.5% 4/10 Cyclical narrative fade continues, no catalyst
5 months Jan 4, 2027 $78.00 -10.6% 4/10 Drift toward baseline as premium compresses
6 months Feb 4, 2027 $76.00 -12.8% 3/10 Convergence toward deterministic endpoint region

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 $73.46 (-15.8%) — 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 · 3 notes — follow the chain top-down (cause → effect).
  • Degraded
    [critical] AI analysis identifies strong headwinds — multiple forces working against this stock
    upstream:valuation-synthesis
  • Note
    Value is primarily income-based — dividend sustainability is the key risk
    upstream:classification
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • 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$87.20
Composite fair value$11.93
Signal-adjusted fair value$10.95
DCF fair value
Anchored-PE fair value
Buy-below (value lens)$72.00
Value net score+16
Value confidence7 / 10
Quality net score+33
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 27.4%  3m 27.5%  6m 28.3%  
Daily σ (realism noise)1.7%
Beta vs S&P 500 1m -0.86  3m -0.36  5m -0.42  
Trailing 6-month return20.4%

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 4, 2026 freshest TTE-20260804-000624-7388
ext-forensic-memo Aug 4, 2026 freshest ext-TTE-20260804-005941-2cec
ext-lens-quality Aug 4, 2026 freshest ext-TTE-20260804-005941-2cec
ext-lens-sentiment Aug 4, 2026 freshest ext-TTE-20260804-005941-2cec
ext-lens-value Aug 4, 2026 freshest ext-TTE-20260804-005941-2cec
valuation-synthesis Aug 4, 2026 freshest TTE-20260804-000624-7388

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 4, 2026 v0.6.0 Bear $87.20 $76.00 -12.8% Feb 2027 viewing
Jul 8, 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.