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HP Inc.
Technology · Computer Hardware
Made on Aug 30, 2026
Price at call $30.52
6-month call Bull +17.3%
Target by Mar 2027 $35.80
Great value below $26.00
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 +17.3% to $35.80
Predicted High $35.80 at 6 months
Predicted Low $28.20 at 2 months
Max Drawdown (predicted) -7.6%

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 30, 2026 1:04 pm
Bull HPQ trends higher to $35.80 (+17.3% from $30.52) by Mar 2027. dip-then-recover
ThesisHPQ has ripped 60% in six months into a fresh margin-pressure narrative and negative sentiment, likely triggering a near-term fade before value gravity ($42-48 fair value range) slowly reasserts. Expect early weakness then gradual recovery toward the deterministic $36 endpoint as the negative story ages out.
Invalidated ifA close above $34 in the first month or below $25 in the first two months would falsify this path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $30.52 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 30, 2026 — $30.52 at call — —The anchor — every point below is measured from this price and date.
2 weeks Sep 13, 2026 $27.53–$33.51 typical range · internal point $29.60 — ±9.8% 7/10 fresh negative sentiment weighs on extended tape
What actually happened: closed $35.48 on Sep 11, 2026 = +16.3% vs the call (predicted -3.0%)  ·  direction MISS (called flat, was up)  ·  off by 19.3 pp  ·  accuracy 4/10  ·  typical range ±9.8%: OUTSIDE the band  ·  S&P -0.7% over the same window — lagged it
1 month Sep 30, 2026 $26.19–$34.85 typical range · internal point $28.80 — ±14.2% 6/10 margin narrative digestion, momentum unwinds
What actually happened: closed $30.73 on Sep 29, 2026 = +0.7% vs the call (predicted -5.6%)  ·  direction MISS (called down, was flat)  ·  off by 6.3 pp  ·  accuracy 4/10  ·  typical range ±14.2%: inside the band  ·  S&P -0.5% over the same window — lagged it
2 months Oct 30, 2026 $28.20 — -7.6% 5/10 sentiment trough, value buyers begin nibbling near 26
3 months Nov 30, 2026 $29.50 — -3.3% 5/10 stabilization as narrative ages, no catalyst
4 months Dec 30, 2026 $31.50 — +3.2% 4/10 year-end mean reversion, value gravity engages
5 months Jan 30, 2027 $33.80 — +10.7% 4/10 drift toward fair value, risk-on regime persists
6 months Mar 2, 2027 $35.80 — +17.3% 4/10 convergence toward deterministic baseline endpoint

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 $36.29 (+18.9%) — 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

No weaknesses recorded for this run.

All inputs present, no fallbacks used — nothing to flag.

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$30.52
Composite fair value$48.90
Signal-adjusted fair value$42.91
DCF fair value$45.70
Anchored-PE fair value$79.70
Buy-below (value lens)$26.00
Value net score-9
Value confidence6 / 10
Quality net score+1
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 50.1%  3m 49.1%  6m 49.3%  
Daily σ (realism noise)3.1%
Beta vs S&P 500 1m 2.30  3m 0.64  5m 0.51  
Trailing 6-month return60.7%

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 30, 2026 freshest HPQ-20260830-040001-f893
ext-forensic-memo Aug 30, 2026 freshest ext-HPQ-20260830-042938-c5b6
ext-lens-quality Aug 30, 2026 freshest ext-HPQ-20260830-042938-c5b6
ext-lens-sentiment Aug 30, 2026 freshest ext-HPQ-20260830-042938-c5b6
ext-lens-value Aug 30, 2026 freshest ext-HPQ-20260830-042938-c5b6
scenario-valuation Aug 30, 2026 freshest HPQ-20260830-040001-f893
valuation-synthesis Aug 30, 2026 freshest HPQ-20260830-040001-f893

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 30, 2026 v0.6.0 Bull $30.52 $35.80 +17.3% Mar 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.