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Snapshot from Oct 13, 2026. Predictions are paused, so this will not update until research restarts.
Itaú Unibanco Holding S.A.
Financial Services · Banks - Regional
Made on Jul 11, 2026
Price at call $8.62
6-month call Bull +78.3%
Target by Jan 2027 $15.37
Great value below $9.00
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 11, 2026 3:35 am
Bull ITUB trends higher to $15.37 (+78.3% from $8.62) 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 $8.62 at call
Prediction made Jul 11, 2026 — $8.62 at call —
M1 Aug 11, 2026 $9.75 — +13.1%
What actually happened: closed $7.88 on Aug 10, 2026 = -8.6% vs the call (predicted +13.1%)  ·  direction MISS (called up, was down)  ·  off by 21.7 pp  ·  accuracy 3/10  ·  S&P +2.4% over the same window — lagged it
M2 Sep 11, 2026 $10.87 — +26.1%
What actually happened: closed $8.30 on Sep 10, 2026 = -3.7% vs the call (predicted +26.1%)  ·  direction MISS (called up, was flat)  ·  off by 29.8 pp  ·  accuracy 2/10  ·  S&P +0.2% over the same window — lagged it
M3 Oct 11, 2026 $12.00 — +39.2%
What actually happened: closed $10.16 on Oct 9, 2026 = +17.9% vs the call (predicted +39.2%)  ·  direction HIT (called up, was up)  ·  off by 21.4 pp  ·  accuracy 3/10  ·  S&P +3.1% over the same window — lagged it
M4 Nov 11, 2026 $13.12 — +52.2%
M5 Dec 11, 2026 $14.25 — +65.3%
M6 Jan 11, 2027 $15.37 — +78.3%

Deserved value (DCF/composite) is $26.92; over 6 months we project closing only part-way to it (reach 36.9%). Value-only — see Not Yet Modeled below.

Weaknesses

0 blocking · 2 degraded · 1 note — follow the chain top-down (cause → effect).
  • Degraded
    Cash flow quality is poor — reported earnings may not reflect reality
    upstream:valuation-synthesis
  • Degraded
    High debt risk — interest coverage dangerously low or refinancing needed
    upstream:valuation-synthesis
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf

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$8.62
Composite fair value$25.35
Signal-adjusted fair value$26.49
DCF fair value—
Anchored-PE fair value$4.98
Buy-below (value lens)$9.00
Value net score+16
Value confidence7 / 10
Quality net score+31
Memo confidence7 / 10
Deserved value (base)$25.35
Quality tilt+6.2%
Deserved value (used)$26.92
Coherence (value × quality)1.00

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 24.8%  3m 28.6%  6m 34.8%  
Daily σ (realism noise)1.8%
Beta vs S&P 500 1m 0.19  3m 0.72  5m 1.40  
Trailing 6-month return18.1%

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 11, 2026 freshest ITUB-20260711-030005-9a8a
ext-forensic-memo Jul 11, 2026 freshest ext-ITUB-20260711-032938-a9f2
ext-lens-quality Jul 11, 2026 freshest ext-ITUB-20260711-032938-a9f2
ext-lens-value Jul 11, 2026 freshest ext-ITUB-20260711-032938-a9f2
scenario-valuation Jul 11, 2026 freshest ITUB-20260711-030005-9a8a
valuation-synthesis Jul 11, 2026 freshest ITUB-20260711-030005-9a8a

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 11, 2026 v0.3.0 Bull $8.62 $15.37 +78.3% Jan 2027 viewing

Not Yet Modeled

What this v0.3.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Signal-adjusted fair value ($26.49) — 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 (18.1%) 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.