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Cummins Inc.
Industrials · Specialty Industrial Machinery
Made on Aug 11, 2026
Price at call $634.82
6-month call Bear -12.6%
Target by Feb 2027 $555.00
Great value below $475.00
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 -12.6% to $555.00
Predicted High $648.00 at 1 month
Predicted Low $555.00 at 6 months
Max Drawdown (predicted) -12.6%

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 11, 2026 1:20 am
Bear CMI trends lower to $555.00 (-12.6% from $634.82) by Feb 2027. ride-then-fade
ThesisMomentum and risk-on tape keep CMI elevated near-term, but the massive gap to fair value ($276 composite, $666 anchored-PE ceiling) creates gravity that pulls the stock lower over the 6-month horizon as narrative fatigue sets in.
Invalidated ifA sustained break above $680 on strong volume, or a regime flip to risk-off accelerating downside below $520 before month 3.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $634.82 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 11, 2026 $634.82 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 25, 2026 $581.23–$688.41 typical range · internal point $642.00 ±8.4% 6/10 Risk-on momentum and electrification narrative persist near-term
1 month Sep 11, 2026 $557.16–$712.48 typical range · internal point $648.00 ±12.2% 5/10 Continued melt-up absent catalysts, beta amplifies tape
2 months Oct 11, 2026 $625.00 -1.5% 4/10 Momentum fades as valuation gap becomes topic
3 months Nov 11, 2026 $605.00 -4.7% 5/10 Q3 print risk and mean reversion begin
4 months Dec 11, 2026 $585.00 -7.8% 5/10 Value gravity accelerates, anchored-PE ceiling caps
5 months Jan 11, 2027 $568.00 -10.5% 5/10 Baseline convergence path toward deserved value
6 months Feb 11, 2027 $555.00 -12.6% 4/10 Sustained drift lower toward fair value zone

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 $562.15 (-11.4%) — 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

No weaknesses recorded for this run.

All inputs present, no fallbacks used — nothing to flag.

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$634.82
Composite fair value$276.39
Signal-adjusted fair value$286.55
DCF fair value$136.04
Anchored-PE fair value$666.27
Buy-below (value lens)$475.00
Value net score-57
Value confidence6 / 10
Quality net score+48
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 35.5%  3m 42.4%  6m 39.9%  
Daily σ (realism noise)2.7%
Beta vs S&P 500 1m 1.34  3m 1.55  5m 1.64  
Trailing 6-month return9.9%

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 11, 2026 freshest CMI-20260811-000713-9ce0
ext-forensic-memo Aug 11, 2026 freshest ext-CMI-20260811-010850-1462
ext-lens-quality Aug 11, 2026 freshest ext-CMI-20260811-010850-1462
ext-lens-sentiment Aug 11, 2026 freshest ext-CMI-20260811-010850-1462
ext-lens-value Aug 11, 2026 freshest ext-CMI-20260811-010850-1462
scenario-valuation Aug 11, 2026 freshest CMI-20260811-000713-9ce0
valuation-synthesis Aug 11, 2026 freshest CMI-20260811-000713-9ce0

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 11, 2026 v0.6.0 Bear $634.82 $555.00 -12.6% Feb 2027 viewing
Jul 10, 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.