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Trane Technologies plc
Industrials · Building Products & Equipment
Made on Aug 9, 2026
Price at call $482.31
6-month call Bear -6.3%
Target by Feb 2027 $452.00
Great value below $300.00
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 -6.3% to $452.00
Predicted High $495.00 at 2 months
Predicted Low $452.00 at 6 months
Max Drawdown (predicted) -6.3%

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 9, 2026 12:51 am
Bear TT trends lower to $452.00 (-6.3% from $482.31) by Feb 2027. ride-then-fade
ThesisTT is richly valued vs fair-value anchors but momentum, a guidance raise, completed buyback, and risk-on tape sustain the platform-monopoly narrative near term. Expect modest drift higher into fall on sentiment, then gradual mean-reversion pressure as valuation gravity reasserts, though nowhere near DCF given quality score of 76.
Invalidated ifA close below $440 breaks the momentum structure; alternatively a break above $520 on new catalyst 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 $482.31 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 9, 2026 $482.31 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 23, 2026 $451.60–$513.02 typical range · internal point $487.50 ±6.4% 7/10 Risk-on regime and buyback afterglow carry drift higher
What actually happened: closed $453.43 on Aug 21, 2026 = -6.0% vs the call (predicted +1.1%)  ·  direction MISS (called flat, was down)  ·  off by 7.1 pp  ·  accuracy 4/10  ·  typical range ±6.4%: inside the band  ·  S&P -1.1% over the same window — lagged it
1 month Sep 9, 2026 $437.81–$526.81 typical range · internal point $492.00 ±9.2% 6/10 Momentum persists absent catalyst, no earnings on calendar
2 months Oct 9, 2026 $495.00 +2.6% 5/10 Late-October Q3 print likely modest beat continues trend
3 months Nov 9, 2026 $486.00 +0.8% 4/10 Post-earnings digestion, valuation concerns creep in
4 months Dec 9, 2026 $472.00 -2.1% 4/10 Year-end profit-taking on extended multiple
5 months Jan 9, 2027 $460.00 -4.6% 4/10 January rotation away from richly valued names
6 months Feb 9, 2027 $452.00 -6.3% 3/10 Value gravity pulls toward anchored-PE fair value

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 $434.14 (-10.0%) — 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 · 2 degraded · 0 notes — follow the chain top-down (cause → effect).
  • Degraded
    [critical] Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis
  • Degraded
    [critical] Sector in contraction — demand weakening across the industry
    upstream:valuation-synthesis

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$482.31
Composite fair value$228.13
Signal-adjusted fair value$224.90
DCF fair value$155.91
Anchored-PE fair value$483.60
Buy-below (value lens)$300.00
Value net score-78
Value confidence7 / 10
Quality net score+76
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 28.9%  3m 32.0%  6m 31.9%  
Daily σ (realism noise)2.0%
Beta vs S&P 500 1m 0.91  3m 1.19  5m 1.22  
Trailing 6-month return10.6%

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 9, 2026 freshest TT-20260809-000707-02f7
ext-forensic-memo Aug 9, 2026 freshest ext-TT-20260809-004137-cc18
ext-lens-quality Aug 9, 2026 freshest ext-TT-20260809-004137-cc18
ext-lens-sentiment Aug 9, 2026 freshest ext-TT-20260809-004137-cc18
ext-lens-value Aug 9, 2026 freshest ext-TT-20260809-004137-cc18
scenario-valuation Aug 9, 2026 freshest TT-20260809-000707-02f7
valuation-synthesis Aug 9, 2026 freshest TT-20260809-000707-02f7

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 9, 2026 v0.6.0 Bear $482.31 $452.00 -6.3% Feb 2027 viewing
Jul 7, 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.