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Palo Alto Networks, Inc.
Technology · Software - Infrastructure
Made on Aug 2, 2026
Price at call $331.83
6-month call Bear -12.0%
Target by Feb 2027 $292.00
Great value below $210.00
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 -12.0% to $292.00
Predicted High $340.00 at 1 month
Predicted Low $292.00 at 6 months
Max Drawdown (predicted) -12.0%

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 2, 2026 12:40 am
Bear PANW trends lower to $292.00 (-12.0% from $331.83) by Feb 2027. ride-then-fade
ThesisPANW is extended far above any fundamental anchor after an 88% six-month run on a cyber-AI narrative, but with no earnings catalyst in the window and a calm-neutral tape, momentum likely persists into early autumn before value gravity and profit-taking pull it lower into year-end and Q1.
Invalidated ifA decisive break above $360 on volume, or conversely a break below $290 that accelerates, would invalidate the drift-then-fade path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $331.83 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 2, 2026 — $331.83 at call — —The anchor — every point below is measured from this price and date.
2 weeks Aug 16, 2026 $297.03–$366.63 typical range · internal point $336.50 — ±10.5% 7/10 Momentum and calm tape carry price higher near term
What actually happened: closed $384.27 on Aug 14, 2026 = +15.8% vs the call (predicted +1.4%)  ·  direction MISS (called flat, was up)  ·  off by 14.4 pp  ·  accuracy 4/10  ·  typical range ±10.5%: OUTSIDE the band  ·  S&P +4.7% over the same window — lagged it
1 month Sep 2, 2026 $281.40–$382.26 typical range · internal point $340.00 — ±15.2% 6/10 Narrative intact, no catalyst to break trend yet
What actually happened: closed $362.09 on Sep 1, 2026 = +9.1% vs the call (predicted +2.5%)  ·  direction MISS (called flat, was up)  ·  off by 6.7 pp  ·  accuracy 4/10  ·  typical range ±15.2%: inside the band  ·  S&P +1.9% over the same window — beat it
2 months Oct 2, 2026 $332.00 — +0.1% 5/10 Momentum stalls as valuation debate resurfaces
What actually happened: closed $396.25 on Oct 1, 2026 = +19.4% vs the call (predicted +0.1%)  ·  direction MISS (called flat, was up)  ·  off by 19.4 pp  ·  accuracy 4/10  ·  S&P +2.4% over the same window — lagged it
3 months Nov 2, 2026 $318.00 — -4.2% 5/10 Profit-taking begins as tape cools into Q4
4 months Dec 2, 2026 $305.00 — -8.1% 5/10 Value gravity from 3x fair value drags shares lower
5 months Jan 2, 2027 $298.00 — -10.2% 4/10 Year-end rotation out of extended winners
6 months Feb 2, 2027 $292.00 — -12.0% 4/10 Converges toward deterministic baseline as story fades

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 $291.76 (-12.1%) — 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
    [warning] Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis
  • Note
    EPV de-weighted — growth IS the value proposition for this type of company
    upstream:classification
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe

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$331.83
Composite fair value$96.71
Signal-adjusted fair value$107.37
DCF fair value$110.63
Anchored-PE fair value—
Buy-below (value lens)$210.00
Value net score-72
Value confidence6 / 10
Quality net score+53
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 49.6%  3m 52.6%  6m 50.2%  
Daily σ (realism noise)3.3%
Beta vs S&P 500 1m 1.82  3m 1.55  5m 1.10  
Trailing 6-month return88.3%

Knobs (equation params)

ladder["w2","m1","m2","m3","m4","m5","m6"]
llm_modelclaude-opus-4-7
max_tokens3000
control_knobs{"w_dcf":0.5,"k_qual":0.200000000000000011102230246251565404236316680908203125,"reach_6m":0.450000000000000011102230246251565404236316680908203125,"coh_floor":0.5,"conf_gain":0.059999999999999997779553950749686919152736663818359375,"noise_phi":0.84999999999999997779553950749686919152736663818359375,"conf_floor":0.40000000000000002220446049250313080847263336181640625,"w_composite":0.5,"noise_window":"3m","flat_band_pct":5,"horizon_months":6,"noise_sigma_fallback":0.01499999999999999944488848768742172978818416595458984375}
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 2, 2026 freshest PANW-20260802-000311-d64b
ext-forensic-memo Aug 2, 2026 freshest ext-PANW-20260802-002813-bc27
ext-lens-quality Aug 2, 2026 freshest ext-PANW-20260802-002813-bc27
ext-lens-sentiment Aug 2, 2026 freshest ext-PANW-20260802-002813-bc27
ext-lens-value Aug 2, 2026 freshest ext-PANW-20260802-002813-bc27
scenario-valuation Aug 2, 2026 freshest PANW-20260802-000311-d64b
valuation-synthesis Aug 2, 2026 freshest PANW-20260802-000311-d64b

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 2, 2026 v0.6.0 Bear $331.83 $292.00 -12.0% Feb 2027 viewing
Jun 27, 2026 v0.3.0 — — — — — view

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.