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Ross Stores Inc.
Consumer Cyclical · Apparel Retail
Made on Jul 21, 2026
Price at call $235.78
6-month call Bear -8.8%
Target by Jan 2027 $215.00
Great value below $175.00
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 -8.8% to $215.00
Predicted High $236.50 in 2 weeks
Predicted Low $215.00 at 6 months
Max Drawdown (predicted) -8.8%

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 Jul 21, 2026 8:52 am
Bear ROST trends lower to $215.00 (-8.8% from $235.78) by Jan 2027. ride-then-fade
ThesisROST trades well above every fair-value anchor but quality is pristine and momentum plus off-price narrative keep near-term downside gentle; over six months value gravity and a rich-multiple whisper pull the price modestly lower toward the deterministic baseline, with an earnings print in the window as the main bend.
Invalidated ifA decisive break above $250 on strong Q3 comps, or conversely a break below $205 on a guide-down, would falsify this gently declining path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $235.78 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 21, 2026 $235.78 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 4, 2026 $220.74–$250.82 typical range · internal point $236.50 ±6.4% 7/10 Neutral tape, low beta, momentum still positive near-term
What actually happened: closed $252.91 on Aug 3, 2026 = +7.3% vs the call (predicted +0.3%)  ·  direction MISS (called flat, was up)  ·  off by 7.0 pp  ·  accuracy 4/10  ·  typical range ±6.4%: OUTSIDE the band  ·  S&P -0.3% over the same window — beat it
1 month Aug 21, 2026 $213.98–$257.58 typical range · internal point $234.00 ±9.2% 6/10 Drift as rich valuation whisper offsets narrative
What actually happened: closed $228.99 on Aug 20, 2026 = -2.9% vs the call (predicted -0.8%)  ·  direction HIT (called flat, was flat)  ·  off by 2.1 pp  ·  accuracy 9/10  ·  typical range ±9.2%: inside the band  ·  S&P +1.8% over the same window — beat it
2 months Sep 21, 2026 $230.00 -2.5% 5/10 Pre-earnings positioning, mild multiple compression
3 months Oct 21, 2026 $225.00 -4.6% 4/10 Q3 print in-line but guide cautious on consumer
4 months Nov 21, 2026 $221.00 -6.3% 4/10 Value gravity dominates, holiday setup mixed
5 months Dec 21, 2026 $218.00 -7.5% 4/10 Year-end tax selling in extended winners
6 months Jan 21, 2027 $215.00 -8.8% 4/10 Convergence toward baseline as premium slowly bleeds

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 $214.11 (-9.2%) — 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 · 1 degraded · 1 note — follow the chain top-down (cause → effect).
  • Degraded
    Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis
  • 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$235.78
Composite fair value$94.29
Signal-adjusted fair value$103.46
DCF fair value$102.90
Anchored-PE fair value
Buy-below (value lens)$175.00
Value net score-68
Value confidence6 / 10
Quality net score+100
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 32.3%  3m 32.0%  6m 28.9%  
Daily σ (realism noise)2.0%
Beta vs S&P 500 1m 0.35  3m 0.29  5m 0.66  
Trailing 6-month return21.7%

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 ROST-20260721-030001-6bc5
ext-forensic-memo Jul 21, 2026 freshest ext-ROST-20260721-083846-0fba
ext-lens-quality Jul 21, 2026 freshest ext-ROST-20260721-083846-0fba
ext-lens-sentiment Jul 21, 2026 freshest ext-ROST-20260721-083846-0fba
ext-lens-value Jul 21, 2026 freshest ext-ROST-20260721-083846-0fba
scenario-valuation Jul 21, 2026 freshest ROST-20260721-030001-6bc5
valuation-synthesis Jul 21, 2026 freshest ROST-20260721-030001-6bc5

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
Jul 21, 2026 v0.4.0 Bear $235.78 $215.00 -8.8% 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.