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ATI Inc.
Industrials · Metal Fabrication
Made on Aug 28, 2026
Price at call $212.28
6-month call Bear -9.6%
Target by Feb 2027 $192.00
Great value below $110.00
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 -9.6% to $192.00
Predicted High $220.00 at 1 month
Predicted Low $192.00 at 6 months
Max Drawdown (predicted) -9.6%

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 28, 2026 1:03 pm
Bear ATI trends lower to $192.00 (-9.6% from $212.28) by Feb 2027. ride-then-fade
ThesisMomentum and risk-on tape keep ATI bid near-term with a strong earnings streak and no imminent catalyst to break the trend, but extreme premium to fair value creates gravity that slowly compresses the multiple over the back half of the window.
Invalidated ifBreak below $185 on rising volume or a regime flip to risk-off would invalidate the near-term ride; sustained close above $235 would invalidate the fade.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $212.28 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 28, 2026 — $212.28 at call — —The anchor — every point below is measured from this price and date.
2 weeks Sep 11, 2026 $194.39–$230.17 typical range · internal point $216.50 — ±8.4% 7/10 Momentum and risk-on flows extend recent uptrend
What actually happened: closed $199.00 on Sep 10, 2026 = -6.3% vs the call (predicted +2.0%)  ·  direction MISS (called flat, was down)  ·  off by 8.2 pp  ·  accuracy 4/10  ·  typical range ±8.4%: inside the band  ·  S&P -1.6% over the same window — lagged it
1 month Sep 28, 2026 $186.35–$238.21 typical range · internal point $220.00 — ±12.2% 6/10 Narrative-driven bid persists absent catalyst
What actually happened: closed $185.48 on Sep 25, 2026 = -12.6% vs the call (predicted +3.6%)  ·  direction MISS (called flat, was down)  ·  off by 16.3 pp  ·  accuracy 4/10  ·  typical range ±12.2%: OUTSIDE the band  ·  S&P +0.4% over the same window — lagged it
2 months Oct 28, 2026 $218.00 — +2.7% 5/10 Momentum plateaus as valuation stretch noted
3 months Nov 28, 2026 $210.00 — -1.1% 4/10 Q3 print digestion; profit-taking begins
4 months Dec 28, 2026 $205.00 — -3.4% 4/10 Year-end rebalancing trims extended winners
5 months Jan 28, 2027 $198.00 — -6.7% 4/10 Value gravity pulls multiple lower
6 months Feb 28, 2027 $192.00 — -9.6% 3/10 Fair-value compression continues into spring

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 $177.69 (-16.3%) — 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
    [critical] Cash flow quality is poor — reported earnings may not reflect reality
    upstream:valuation-synthesis
  • 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$212.28
Composite fair value$18.30
Signal-adjusted fair value$16.63
DCF fair value$14.82
Anchored-PE fair value—
Buy-below (value lens)$110.00
Value net score-66
Value confidence6 / 10
Quality net score+35
Memo confidence7 / 10
Deserved value (base)—
Quality tilt—
Deserved value (used)—
Coherence (value × quality)—

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 43.3%  3m 42.3%  6m 46.3%  
Daily σ (realism noise)2.7%
Beta vs S&P 500 1m 1.21  3m 1.39  5m 1.71  
Trailing 6-month return31.2%

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 28, 2026 freshest ATI-20260828-003002-779d
ext-forensic-memo Aug 28, 2026 freshest ext-ATI-20260828-005049-d8ed
ext-lens-quality Aug 28, 2026 freshest ext-ATI-20260828-005049-d8ed
ext-lens-sentiment Aug 28, 2026 freshest ext-ATI-20260828-005049-d8ed
ext-lens-value Aug 28, 2026 freshest ext-ATI-20260828-005049-d8ed
scenario-valuation Aug 28, 2026 freshest ATI-20260828-003002-779d
valuation-synthesis Aug 28, 2026 freshest ATI-20260828-003002-779d

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 28, 2026 v0.6.0 Bear $212.28 $192.00 -9.6% 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.