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Rockwell Automation, Inc.
Industrials · Specialty Industrial Machinery
Made on Jul 21, 2026
Price at call $458.71
6-month call Bear -13.9%
Target by Jan 2027 $395.00
Great value below $360.00
Model v0.4.0

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 -13.9% to $395.00
Predicted High $454.00 in 2 weeks
Predicted Low $395.00 at 6 months
Max Drawdown (predicted) -13.9%

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 Jul 21, 2026 9:06 am
Bear ROK trends lower to $395.00 (-13.9% from $458.71) by Jan 2027. decay
ThesisROK trades massively above any fair-value anchor with negative sentiment, fading momentum, and a neutral tape amplified by 1.89 beta. Near-term drift is sideways-to-lower as the platform-monopoly narrative erodes; value gravity pulls harder over months but a full collapse to sub-$100 fair value won't happen in 6 months.
Invalidated ifA decisive break above $490 on strong volume, or a beat-and-raise print reigniting the automation-platform narrative, would falsify the drift-lower path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $458.71 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 21, 2026 $458.71 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 4, 2026 $425.48–$491.94 typical range · internal point $454.00 ±7.2% 6/10 Neutral tape, negative sentiment, mild drift lower
What actually happened: closed $480.98 on Aug 3, 2026 = +4.9% vs the call (predicted -1.0%)  ·  direction HIT (called flat, was flat)  ·  off by 5.9 pp  ·  accuracy 8/10  ·  typical range ±7.2%: inside the band  ·  S&P -0.3% over the same window — lagged it
1 month Aug 21, 2026 $410.55–$506.87 typical range · internal point $447.00 ±10.5% 6/10 Momentum rollover continues, high beta amplifies softness
What actually happened: closed $431.45 on Aug 20, 2026 = -5.9% vs the call (predicted -2.6%)  ·  direction MISS (called flat, was down)  ·  off by 3.4 pp  ·  accuracy 4/10  ·  typical range ±10.5%: inside the band  ·  S&P +1.8% over the same window — beat it
2 months Sep 21, 2026 $438.00 -4.5% 5/10 Approach earnings with analyst inertia, fading narrative
3 months Oct 21, 2026 $425.00 -7.3% 5/10 Post-print derating as guidance underwhelms rich multiple
4 months Nov 21, 2026 $415.00 -9.5% 4/10 Value gravity asserts, buyers thin above $400
5 months Dec 21, 2026 $405.00 -11.7% 4/10 Year-end positioning trims expensive cyclicals
6 months Jan 21, 2027 $395.00 -13.9% 3/10 Drift toward baseline as narrative continues eroding

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 $393.37 (-14.2%) — 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 · 2 notes — follow the chain top-down (cause → effect).
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe

Equation Inputs

Everything feeding the v0.4.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$458.71
Composite fair value$82.36
Signal-adjusted fair value$81.45
DCF fair value
Anchored-PE fair value
Buy-below (value lens)$360.00
Value net score-63
Value confidence6 / 10
Quality net score+53
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 36.4%  6m 35.9%  
Daily σ (realism noise)2.3%
Beta vs S&P 500 1m 2.27  3m 1.89  5m 1.55  
Trailing 6-month return8.9%

Knobs (equation params)

ladderArray
llm_modelclaude-opus-4-7
max_tokens3000
control_knobsArray
Neutral band (%)5
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 v0.4.0 #d5854b4b2216

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 Jul 21, 2026 freshest ROK-20260721-051627-0c91
ext-forensic-memo Jul 21, 2026 freshest ext-ROK-20260721-084927-13dd
ext-lens-quality Jul 21, 2026 freshest ext-ROK-20260721-084927-13dd
ext-lens-sentiment Jul 21, 2026 freshest ext-ROK-20260721-084927-13dd
ext-lens-value Jul 21, 2026 freshest ext-ROK-20260721-084927-13dd
scenario-valuation Jul 21, 2026 freshest ROK-20260721-051627-0c91
valuation-synthesis Jul 21, 2026 freshest ROK-20260721-051627-0c91

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 17, 2026 v0.6.0 Bear $449.37 $395.00 -12.1% Feb 2027 view
Jul 21, 2026 v0.4.0 Bear $458.71 $395.00 -13.9% Jan 2027 viewing

Not Yet Modeled

What this v0.4.0 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.