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Everpure Inc. Class A Common Stock
Technology · Computer Hardware
Made on Aug 23, 2026
Price at call $108.55
6-month call Bear -14.8%
Target by Feb 2027 $92.50
Great value below $45.00
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 -14.8% to $92.50
Predicted High $115.20 at 1 month
Predicted Low $92.50 at 6 months
Max Drawdown (predicted) -14.8%

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 23, 2026 1:24 pm
Bear P trends lower to $92.50 (-14.8% from $108.55) by Feb 2027. ride-then-fade
ThesisEverpure is priced far above any fair-value anchor but momentum, AI narrative, and a risk-on tape keep the bid alive near-term. Expect continued drift higher into any beat-and-raise catalyst, then gradual mean-reversion as gravity from a $28-40 fair value range and high beta start to bite over the back half of the window.
Invalidated ifA break below $92 on rising volume, or regime flip to risk-off with narrative crack (AI-fabric spend guidance cut), invalidates the near-term ride; a sustained hold above $125 invalidates the fade.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $108.55 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 23, 2026 — $108.55 at call — —The anchor — every point below is measured from this price and date.
2 weeks Sep 6, 2026 $91.82–$125.28 typical range · internal point $112.40 — ±15.4% 6/10 Momentum and risk-on tape extend AI-fabric bid
What actually happened: closed $99.51 on Sep 4, 2026 = -8.3% vs the call (predicted +3.6%)  ·  direction MISS (called flat, was down)  ·  off by 11.9 pp  ·  accuracy 4/10  ·  typical range ±15.4%: inside the band  ·  S&P +0.6% over the same window — lagged it
1 month Sep 23, 2026 $84.30–$132.80 typical range · internal point $115.20 — ±22.3% 5/10 Narrative peak, sentiment still hot pre-print
What actually happened: closed $110.89 on Sep 22, 2026 = +2.2% vs the call (predicted +6.1%)  ·  direction MISS (called up, was flat)  ·  off by 4.0 pp  ·  accuracy 4/10  ·  typical range ±22.3%: inside the band  ·  S&P +1.2% over the same window — lagged it
2 months Oct 23, 2026 $113.00 — +4.1% 4/10 High-beta chop, first profit-taking wave
3 months Nov 23, 2026 $106.50 — -1.9% 4/10 Valuation gravity begins as narrative cools
4 months Dec 23, 2026 $101.00 — -7.0% 4/10 Year-end rebalancing trims extended winners
5 months Jan 23, 2027 $96.00 — -11.6% 4/10 Fair-value pull, forensic flags weigh
6 months Feb 23, 2027 $92.50 — -14.8% 3/10 Drift toward baseline as multiple compresses

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 $94.83 (-12.6%) — 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 · 1 note — 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

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$108.55
Composite fair value$28.74
Signal-adjusted fair value$34.13
DCF fair value$40.62
Anchored-PE fair value$17.10
Buy-below (value lens)$45.00
Value net score-83
Value confidence7 / 10
Quality net score+31
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 64.9%  3m 77.4%  6m 67.4%  
Daily σ (realism noise)4.9%
Beta vs S&P 500 1m 2.44  3m 2.73  5m 2.11  
Trailing 6-month return46.8%

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 22, 2026 freshest P-20260822-163635-da98
ext-forensic-memo Aug 22, 2026 freshest ext-P-20260822-165259-c890
ext-lens-quality Aug 22, 2026 freshest ext-P-20260822-165259-c890
ext-lens-sentiment Aug 22, 2026 freshest ext-P-20260822-165259-c890
ext-lens-value Aug 22, 2026 freshest ext-P-20260822-165259-c890
scenario-valuation Aug 22, 2026 freshest P-20260822-163635-da98
valuation-synthesis Aug 22, 2026 freshest P-20260822-163635-da98

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 23, 2026 v0.6.0 Bear $108.55 $92.50 -14.8% 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.