Skip to main content
Comfort Systems USA, Inc.
Industrials · Engineering & Construction
Made on Aug 14, 2026
Price at call $1,727.64
6-month call Bear -12.0%
Target by Feb 2027 $1,520.00
Great value below $1,000.00
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 $1,520.00
Predicted High $1,780.00 at 1 month
Predicted Low $1,520.00 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 14, 2026 12:45 am
Bear FIX trends lower to $1,520.00 (-12.0% from $1,727.64) by Feb 2027. ride-then-fade
ThesisRisk-on tape and bullish sentiment keep FIX levitated near-term despite valuation being roughly 2x fair value; momentum likely extends modestly before gravity, high beta, and mean reversion pull the price down through the back half of the window.
Invalidated ifA sustained break above $1,900 on strong volume, or a regime flip to risk-off with FIX holding above $1,700, would falsify the fade thesis.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $1,727.64 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 14, 2026 $1,727.64 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 28, 2026 $1,518.03–$1,937.25 typical range · internal point $1,755.00 ±12.1% 7/10 Momentum and risk-on regime extend near-term drift higher
1 month Sep 14, 2026 $1,423.89–$2,031.39 typical range · internal point $1,780.00 ±17.6% 6/10 Bullish analyst chorus and roll-up narrative still dominant
2 months Oct 14, 2026 $1,740.00 +0.7% 5/10 Early rotation as stretched multiple faces first profit-taking
3 months Nov 14, 2026 $1,665.00 -3.6% 5/10 Valuation gravity begins; high beta amplifies any tape wobble
4 months Dec 14, 2026 $1,610.00 -6.8% 5/10 Year-end rebalancing trims winners; sentiment premium compresses
5 months Jan 14, 2027 $1,560.00 -9.7% 4/10 Mean reversion toward signal-adjusted fair value accelerates
6 months Feb 14, 2027 $1,520.00 -12.0% 4/10 Convergence toward deterministic baseline as narrative cools

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 $1,570.31 (-9.1%) — 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 · 0 degraded · 1 note — follow the chain top-down (cause → effect).
  • 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$1,727.64
Composite fair value$767.44
Signal-adjusted fair value$875.12
DCF fair value$787.50
Anchored-PE fair value$908.55
Buy-below (value lens)$1,000.00
Value net score-75
Value confidence7 / 10
Quality net score+82
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 60.3%  3m 60.9%  6m 58.4%  
Daily σ (realism noise)3.8%
Beta vs S&P 500 1m 2.29  3m 2.50  5m 2.48  
Trailing 6-month return37.0%

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 14, 2026 freshest FIX-20260814-001324-c084
ext-forensic-memo Aug 14, 2026 freshest ext-FIX-20260814-003146-b2f6
ext-lens-quality Aug 14, 2026 freshest ext-FIX-20260814-003146-b2f6
ext-lens-sentiment Aug 14, 2026 freshest ext-FIX-20260814-003146-b2f6
ext-lens-value Aug 14, 2026 freshest ext-FIX-20260814-003146-b2f6
scenario-valuation Aug 14, 2026 freshest FIX-20260814-001324-c084
valuation-synthesis Aug 14, 2026 freshest FIX-20260814-001324-c084

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 14, 2026 v0.6.0 Bear $1,727.64 $1,520.00 -12.0% Feb 2027 viewing
Jul 19, 2026 v0.3.0 Bear $1,674.06 $1,511.66 -9.7% Jan 2027 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.