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Will FIX disclose a single-quarter revenue or profit reversal exceeding $25M on contract estimate revisions before December 31, 2026?

Resolves March 15, 2027(230d)
IG: 0.40

Current Prediction

12%
Likely No
Model Agreement95%
Predictions9 runs
Last UpdatedApril 25, 2026

Why This Question Matters

Tests the Fugazi-Filter-style cost-to-cost reversal scenario flagged by Atomic Auditor and Black Swan Beacon (10-15% probability, MATERIAL severity). With $12.45B backlog and Deloitte explicitly flagging revenue recognition as a Critical Audit Matter, a single mega-project reversal >$25M would amplify accounting-quality concerns alongside the insider selling cluster. NO is the consensus expectation given clean track record; YES would force valuation reset on accounting concerns even if isolated.

UNIT_ECONOMICSGOVERNANCE_ALIGNMENT

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 10%16%Aggregate: 12%
Individual Predictions(9 runs)
opusRun 1
12%

Comfort Systems' historical track record on cost-to-cost is clean — no recent material reversals. Conservative project controls demonstrated by 100% FCF conversion suggests no working-capital surprises. CFO explicit pricing-for-risk + workforce methodology incorporates cushion. Surety bonding requirements force margin discipline at acceptance. Black Swan Beacon at 10-15% probability for compound 'Cost Overrun Materialization' scenario — directly aligned. Probability ~12%.

Clean historical track record100% FCF conversion suggests no surprisesCFO pricing methodology incorporates cushion
opusRun 2
16%

Slight elevation: $12.45B backlog scale creates statistical risk of single $25M surprise (~0.2% of backlog). Modular ramp 3M→4M sq ft involves new construction and process integration — schedule risk during ramp could create cost overruns on simultaneous customer contracts. 3 acquisitions integrating in FY2026 — inherited contracts may surface revisions. Three quarterly print windows provide multiple disclosure opportunities. ~16%.

$12.45B scale creates statistical exposureModular ramp execution risk3 acquisitions surfacing inherited contracts
opusRun 3
10%

Deloitte's CAM disclosure is normal for percentage-of-completion contractors and does not indicate elevated risk — it indicates audit attention. The fact that no reversal has surfaced through Q1 2026 in the cycle's most acute period (massive backlog ramp + integration of acquisitions) suggests project controls are robust. Cycle-driven cost growth would have surfaced in 2025 if it were going to. Probability low ~10%.

CAM is normal disclosure not red flagNo reversal through cycle's acute periodProject controls demonstrated robust
sonnetRun 1
13%

Probability bounded by Black Swan compound scenario (10-15% for cost overrun materialization). Three quarterly windows provide multiple opportunities but each independent disclosure event is unlikely. Modular ramp + acquisition integration are the credible YES paths. ~13%.

Black Swan compound scenario at 10-15%Three independent windowsModular and acquisition risk paths
sonnetRun 2
15%

Adjusting slightly upward: cost-to-cost recognition is binary risk by nature — once it surfaces, can be material. Larger backlog amplifies. With acquired companies' inherited contracts being audited differently for first time in FY2026 + modular ramp execution risk, ~15% seems reasonable.

Binary nature of cost-to-cost surpriseAcquired company contract audit differenceModular ramp execution
sonnetRun 3
11%

Track record is the dominant evidence. No reversal in FY2025 despite massive backlog ramp suggests project controls scaling well. Probability ~11%.

Track record dominantScaling controlsConservative methodology
haikuRun 1
12%

Black Swan compound scenario at 10-15% + clean historical track record + CFO pricing methodology + 100% FCF conversion → ~12%.

Compound scenario probabilityClean track recordCFO methodology
haikuRun 2
13%

Modular ramp execution + acquisition integration + $12.45B backlog scale create statistical risk → ~13%.

Modular ramp riskAcquisition integrationBacklog scale
haikuRun 3
10%

Conservative pricing methodology + clean track record + scaling controls → ~10%.

Conservative pricingClean track recordScaling controls

Resolution Criteria

Resolves YES if Comfort Systems USA discloses, in any 10-Q or 10-K filed for FY2026 (or in any 8-K issued during 2026), a single-quarter cumulative catch-up adjustment, contract estimate revision, or revenue/profit reversal of more than $25.0M attributable to changes in estimates on a project or projects. Resolves NO otherwise. Source language to look for: 'cumulative catch-up', 'changes in estimates', 'estimated cost to complete', or specific revenue/profit reversals tied to contract revisions.

Resolution Source

FIX 10-Q / 10-K filings and 8-Ks for FY2026

Source Trigger

Cost-to-cost estimate revisions — currently no material reversals disclosed — threshold: any revenue/profit reversal >$25M from prior estimates would Trigger Fugazi Filter review

atomic-auditorUNIT_ECONOMICSMEDIUM
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