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MPLX LP
Energy · Oil & Gas Midstream
Made on Aug 21, 2026
Price at call $57.77
6-month call Bull +11.1%
Target by Feb 2027 $64.20
Great value below $54.00
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 +11.1% to $64.20
Predicted High $64.20 at 6 months
Predicted Low $57.90 in 2 weeks

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 21, 2026 1:01 pm
Bull MPLX trends higher to $64.20 (+11.1% from $57.77) by Feb 2027. dip-then-recover
ThesisMPLX trades at a meaningful discount to composite fair value ($83) with attractive yield support, but negative sentiment and MLP stigma cap near-term upside. Expect gradual mean-reversion toward the low-$60s over six months, with the deterministic $69 endpoint likely too aggressive given sentiment drag.
Invalidated ifA break below $54 on distribution concerns or midstream sector selloff, or a surge above $65 on M&A/simplification news
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $57.77 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 21, 2026 $57.77 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 4, 2026 $55.59–$59.95 typical range · internal point $57.90 ±3.8% 7/10 Neutral regime, low beta, minimal near-term catalyst
1 month Sep 21, 2026 $54.61–$60.93 typical range · internal point $58.40 ±5.5% 6/10 Slow drift as yield support absorbs sentiment drag
2 months Oct 21, 2026 $59.20 +2.5% 5/10 Distribution accrual and value gravity begin working
3 months Nov 21, 2026 $60.50 +4.7% 5/10 Q3 print potential catalyst, midstream stability
4 months Dec 21, 2026 $61.80 +7.0% 4/10 Year-end positioning favors high-yield defensive names
5 months Jan 21, 2027 $63.00 +9.1% 4/10 January effect, valuation gap narrows modestly
6 months Feb 21, 2027 $64.20 +11.1% 3/10 Continued convergence toward fair value, sentiment lag

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 $69.46 (+20.2%) — 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 · 0 degraded · 1 note — follow the chain top-down (cause → effect).
  • 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$57.77
Composite fair value$83.17
Signal-adjusted fair value$88.33
DCF fair value
Anchored-PE fair value$99.92
Buy-below (value lens)$54.00
Value net score+21
Value confidence6 / 10
Quality net score+45
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 23.9%  3m 19.0%  6m 18.0%  
Daily σ (realism noise)1.2%
Beta vs S&P 500 1m 0.34  3m -0.01  5m -0.02  
Trailing 6-month return2.3%

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 14, 2026 6d behind MPLX-20260814-001404-c5cd
ext-forensic-memo Aug 20, 2026 freshest ext-MPLX-20260820-200349-5aca
ext-lens-quality Aug 20, 2026 freshest ext-MPLX-20260820-200349-5aca
ext-lens-sentiment Aug 20, 2026 freshest ext-MPLX-20260820-200349-5aca
ext-lens-value Aug 20, 2026 freshest ext-MPLX-20260820-200349-5aca
valuation-synthesis Aug 20, 2026 freshest MPLX-20260820-161112-ddb0

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 21, 2026 v0.6.0 Bull $57.77 $64.20 +11.1% Feb 2027 viewing
Jul 20, 2026 v0.4.0 Bull $57.06 $61.30 +7.4% Jan 2027 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.