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Capital One Financial Corporation
Financial Services · Credit Services
Made on Aug 7, 2026
Price at call $220.00
6-month call Neutral -4.5%
Target by Feb 2027 $210.00
Great value below $165.00
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 -4.5% to $210.00
Predicted High $225.00 at 1 month
Predicted Low $210.00 at 6 months
Max Drawdown (predicted) -4.5%

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 7, 2026 1:11 am
Neutral COF trends range-bound to $210.00 (-4.5% from $220.00) by Feb 2027. ride-then-fade
ThesisRisk-on tape and digital-bank narrative keep COF supported near-term, but rich valuation versus $159 fair value and $147 signal-adjusted anchor exerts gravity over months, producing a mild ride-then-fade toward the deterministic $210 endpoint.
Invalidated ifA sustained close above $235 on strong credit metrics, or a break below $195 on regime flip to risk-off, would falsify the mild-fade path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $220.00 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 7, 2026 $220.00 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 21, 2026 $206.39–$233.61 typical range · internal point $223.50 ±6.2% 6/10 Risk-on regime and positive sentiment extend near-term drift higher
What actually happened: closed $212.48 on Aug 20, 2026 = -3.4% vs the call (predicted +1.6%)  ·  direction HIT (called flat, was flat)  ·  off by 5.0 pp  ·  accuracy 8/10  ·  typical range ±6.2%: inside the band  ·  S&P -1.5% over the same window — lagged it
1 month Sep 7, 2026 $200.27–$239.73 typical range · internal point $225.00 ±9.0% 5/10 Digital-bank narrative peaks, momentum still constructive
2 months Oct 7, 2026 $221.00 +0.5% 4/10 Valuation gravity begins as narrative freshness fades
3 months Nov 7, 2026 $216.00 -1.8% 5/10 Q3 print risk and mean-reversion toward fair value
4 months Dec 7, 2026 $213.00 -3.2% 4/10 Year-end positioning, credit-cycle caution weighs modestly
5 months Jan 7, 2027 $211.00 -4.1% 4/10 Value anchor pulls price toward deterministic endpoint
6 months Feb 7, 2027 $210.00 -4.5% 5/10 Convergence to composite fair value with residual premium

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 $209.86 (-4.6%) — 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 · 2 notes — follow the chain top-down (cause → effect).
  • Degraded
    [critical] AI analysis identifies strong headwinds — multiple forces working against this stock
    upstream:valuation-synthesis
  • Note
    EPV de-weighted — growth IS the value proposition for this type of company
    upstream:classification
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf

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$220.00
Composite fair value$159.09
Signal-adjusted fair value$146.84
DCF fair value
Anchored-PE fair value$159.09
Buy-below (value lens)$165.00
Value net score-66
Value confidence6 / 10
Quality net score+5
Memo confidence6 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 27.6%  3m 31.1%  6m 34.7%  
Daily σ (realism noise)2.0%
Beta vs S&P 500 1m 1.14  3m 1.03  5m 1.08  
Trailing 6-month return-2.4%

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 7, 2026 freshest COF-20260807-000819-eb10
ext-forensic-memo Aug 7, 2026 freshest ext-COF-20260807-005507-e5a4
ext-lens-quality Aug 7, 2026 freshest ext-COF-20260807-005507-e5a4
ext-lens-sentiment Aug 7, 2026 freshest ext-COF-20260807-005507-e5a4
ext-lens-value Aug 7, 2026 freshest ext-COF-20260807-005507-e5a4
scenario-valuation Aug 7, 2026 freshest COF-20260807-000819-eb10
valuation-synthesis Aug 7, 2026 freshest COF-20260807-000819-eb10

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
Aug 7, 2026 v0.6.0 Neutral $220.00 $210.00 -4.5% Feb 2027 viewing

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.