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C.H. Robinson Worldwide Inc.
Industrials · Integrated Freight & Logistics
Made on Jul 2, 2026
Price at call $188.86
6-month call Bear -11.9%
Target by Jan 2027 $166.37
Great value below $110.00
Model v0.3.0

Projection vs Actual (6M history + forecast)

Our straight 6-month prediction (bold) with a textured realism line, and the actual price overlaid from the prediction date forward.

Forecast

One directional 6-month call and the six monthly points we'll be scored against. Predicted Jul 2, 2026 2:26 pm
Bear CHRW trends lower to $166.37 (-11.9% from $188.86) by Jan 2027.
Monthmonths after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $188.86 at call
Prediction made Jul 2, 2026 $188.86 at call
M1 Aug 2, 2026 $185.11 -2.0%
What actually happened: closed $147.73 on Jul 31, 2026 = -21.8% vs the call (predicted -2.0%)  ·  direction MISS (called flat, was down)  ·  off by 19.8 pp  ·  accuracy 4/10  ·  S&P +0.1% over the same window — beat it
M2 Sep 2, 2026 $181.36 -4.0%
What actually happened: closed $147.88 on Sep 1, 2026 = -21.7% vs the call (predicted -4.0%)  ·  direction MISS (called flat, was down)  ·  off by 17.7 pp  ·  accuracy 4/10  ·  S&P +2.0% over the same window — beat it
M3 Oct 2, 2026 $177.61 -6.0%
M4 Nov 2, 2026 $173.86 -7.9%
M5 Dec 2, 2026 $170.11 -9.9%
M6 Jan 2, 2027 $166.37 -11.9%

Deserved value (DCF/composite) is $71.26; over 6 months we project closing only part-way to it (reach 19.1%). Value-only — see Not Yet Modeled below.

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 v0.3.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$188.86
Composite fair value$62.92
Signal-adjusted fair value$64.59
DCF fair value$71.02
Anchored-PE fair value
Buy-below (value lens)$110.00
Value net score-86
Value confidence7 / 10
Quality net score+32
Memo confidence8 / 10
Deserved value (base)$66.97
Quality tilt+6.4%
Deserved value (used)$71.26
Coherence (value × quality)0.50

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 32.7%  3m 39.6%  6m 43.1%  
Daily σ (realism noise)2.5%
Beta vs S&P 500 1m 1.04  3m 0.83  5m 1.19  
Trailing 6-month return16.2%

Knobs (equation params)

Deserved wt · DCF0.5
Quality tilt cap (±)0.2
Horizon reach (6mo)0.45
Coherence floor (conflict)0.5
Conviction gain / pt0.06
Realism mean-reversion φ0.85
Conviction floor0.4
Deserved wt · composite0.5
Realism vol window3m
Neutral band (%)5
Horizon (months)6
Realism σ fallback0.015

Version & Tech Chain

What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model v0.3.0 #6bd904191719

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 2, 2026 freshest CHRW-20260702-135240-a688
ext-forensic-memo Jul 2, 2026 freshest ext-CHRW-20260702-142015-1ef7
ext-lens-quality Jul 2, 2026 freshest ext-CHRW-20260702-142015-1ef7
ext-lens-value Jul 2, 2026 freshest ext-CHRW-20260702-142015-1ef7
scenario-valuation Jul 2, 2026 freshest CHRW-20260702-135240-a688
valuation-synthesis Jul 2, 2026 freshest CHRW-20260702-135240-a688

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 2, 2026 v0.3.0 Bear $188.86 $166.37 -11.9% Jan 2027 viewing

Not Yet Modeled

What this v0.3.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Signal-adjusted fair value ($64.59) — the red-flag-adjusted anchor isn't the primary input yet (we use the raw DCF/composite blend, which double-counts DCF).
  • Recent momentum / drift — the line takes off straight; the trailing 6-month move (16.2%) doesn't bend the slope.
  • Market beta — computed (1–5mo) for context but does not condition the path.
  • Earnings dates, catalysts, and known events — not modeled.
  • Macro regime & sector rotation — not modeled.
  • Horizon is a fixed 6-month assumption, not a modeled time-to-target.
  • Outcome scoring — predictions aren't yet graded against realized price once the evaluation date passes.