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Texas Pacific Land Corporation
Energy · Oil & Gas E&P
Made on Sep 1, 2026
Price at call $366.73
6-month call Bear -12.2%
Target by Mar 2027 $322.00
Great value below $200.00
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 -12.2% to $322.00
Predicted High $374.00 at 1 month
Predicted Low $322.00 at 6 months
Max Drawdown (predicted) -12.2%

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 Sep 1, 2026 1:04 pm
Bear TPL trends lower to $322.00 (-12.2% from $366.73) by Mar 2027. ride-then-fade
ThesisTPL is deeply overvalued versus every anchor (fair value ~$100, anchored PE ~$122), but the platform-royalty narrative and low-beta character keep it sticky. Risk-on tape and no earnings catalyst mean drift, not collapse: mild bounce near-term as the 6m -29.5% drawdown consolidates, then gradual value gravity reasserts toward the deterministic $319 endpoint.
Invalidated ifA decisive break above $410 on Permian royalty upside or water-services reacceleration, or conversely a flush below $300 on oil-price shock, would invalidate this measured drift.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $366.73 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Sep 1, 2026 — $366.73 at call — —The anchor — every point below is measured from this price and date.
2 weeks Sep 15, 2026 $332.09–$401.37 typical range · internal point $371.50 — ±9.4% 6/10 Risk-on tape and oversold bounce lift low-beta name
What actually happened: closed $365.27 on Sep 14, 2026 = -0.4% vs the call (predicted +1.3%)  ·  direction HIT (called flat, was flat)  ·  off by 1.7 pp  ·  accuracy 10/10  ·  typical range ±9.4%: inside the band  ·  S&P -0.2% over the same window — lagged it
1 month Oct 1, 2026 $316.53–$416.93 typical range · internal point $374.00 — ±13.7% 5/10 No catalyst, sentiment mildly supportive, drift higher
What actually happened: closed $325.83 on Sep 30, 2026 = -11.2% vs the call (predicted +2.0%)  ·  direction MISS (called flat, was down)  ·  off by 13.1 pp  ·  accuracy 4/10  ·  typical range ±13.7%: inside the band  ·  S&P +0.3% over the same window — lagged it
2 months Nov 1, 2026 $362.00 — -1.3% 5/10 Valuation gravity begins as narrative fatigue sets in
3 months Dec 1, 2026 $350.00 — -4.6% 5/10 Year-end positioning trims stretched multiples
4 months Jan 1, 2027 $340.00 — -7.3% 4/10 January reset, quality premium erodes toward anchors
5 months Feb 1, 2027 $328.00 — -10.6% 4/10 Pre-earnings drift as fair-value gap dominates
6 months Mar 1, 2027 $322.00 — -12.2% 4/10 Converges near deterministic baseline endpoint

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 $319.08 (-13.0%) — 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$366.73
Composite fair value$100.33
Signal-adjusted fair value$106.95
DCF fair value—
Anchored-PE fair value$121.87
Buy-below (value lens)$200.00
Value net score-74
Value confidence7 / 10
Quality net score+86
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 49.2%  3m 47.4%  6m 50.2%  
Daily σ (realism noise)3.0%
Beta vs S&P 500 1m -0.33  3m 0.18  5m -0.05  
Trailing 6-month return-29.5%

Knobs (equation params)

ladder["w2","m1","m2","m3","m4","m5","m6"]
llm_modelclaude-opus-4-7
max_tokens3000
control_knobs{"w_dcf":0.5,"k_qual":0.200000000000000011102230246251565404236316680908203125,"reach_6m":0.450000000000000011102230246251565404236316680908203125,"coh_floor":0.5,"conf_gain":0.059999999999999997779553950749686919152736663818359375,"noise_phi":0.84999999999999997779553950749686919152736663818359375,"conf_floor":0.40000000000000002220446049250313080847263336181640625,"w_composite":0.5,"noise_window":"3m","flat_band_pct":5,"horizon_months":6,"noise_sigma_fallback":0.01499999999999999944488848768742172978818416595458984375}
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 Sep 1, 2026 freshest TPL-20260901-020002-456a
ext-forensic-memo Sep 1, 2026 freshest ext-TPL-20260901-022407-2236
ext-lens-quality Sep 1, 2026 freshest ext-TPL-20260901-022407-2236
ext-lens-sentiment Sep 1, 2026 freshest ext-TPL-20260901-022407-2236
ext-lens-value Sep 1, 2026 freshest ext-TPL-20260901-022407-2236
scenario-valuation Sep 1, 2026 freshest TPL-20260901-020002-456a
valuation-synthesis Sep 1, 2026 freshest TPL-20260901-020002-456a

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
Sep 1, 2026 v0.6.0 Bear $366.73 $322.00 -12.2% 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.