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Will MGA achieve at least 40bps full-year adjusted EBIT margin expansion in FY2026?

Resolves February 28, 2027(325d)
IG: 0.80

Current Prediction

58%
Likely Yes
Model Agreement98%
Predictions9 runs
Last UpdatedApril 8, 2026

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 55%60%Aggregate: 58%
Individual Predictions(9 runs)
opusRun 1
60%

40bps is the low end of the guided 40-100bps range. Magna's conservative culture and 200bps track record since 2023 support achievability. However, the full-year horizon introduces more macro risk (recession, tariffs, production declines) than Q1 alone. The diminishing returns concern from Gravy Gauge is real but unlikely to manifest as a cliff in year 4. 60% probability reflects confidence in the lower threshold of a credible guidance range.

40bps is low end of guided rangeConservative guidance culture supports achievabilityFull-year macro exposure increases risk vs. Q1
opusRun 2
57%

The trade policy risk is the primary concern for full-year margin expansion. If tariffs on cross-border auto parts are implemented (45% probability in our ensemble), the cost pass-through and supply chain disruption could consume the operational gains. Conditioning on tariff risk: P(margin expansion | no tariffs) ~70%, P(margin expansion | tariffs) ~35%. Weighted: 0.55 * 0.70 + 0.45 * 0.35 = 0.54. Adjusting slightly upward for Magna's mitigation capacity.

Tariff risk materially impacts margin expansion probabilityConditional probabilities: 70% without tariffs, 35% with tariffsMagna's mitigation capacity provides partial offset
opusRun 3
58%

The digitalization and robotics deployment represent structural cost removal, not cyclical leverage. This means margin improvement should persist even if volumes disappoint modestly. The 120% FCF conversion validates that margin gains are real, not accounting artifacts. The camera recall is a one-time risk that could create a charge in a single quarter but unlikely to persist across the full year. Net assessment modestly above coin-flip.

Structural cost removal vs. cyclical leverage distinction120% FCF conversion validates margin qualityCamera recall risk is one-time, not recurring
sonnetRun 1
55%

Auto supplier margin guidance at the low end is met ~55-65% of the time historically. Current environment with elevated trade uncertainty and potential production declines favors the lower end of that range. The 40bps threshold provides modest margin of safety vs. the actual improvement, but macro risks are real.

Historical achievement rate for low-end margin guidance: 55-65%Elevated trade uncertainty favors lower end40bps threshold provides some margin of safety
sonnetRun 2
58%

Magna's specific track record of conservative guidance that was met or exceeded is the strongest positive signal. The company has demonstrated margin expansion in a declining revenue environment — this is the most bullish data point. The question is whether the optimization program has more runway or is approaching diminishing returns.

Company-specific conservative guidance track recordMargin expansion in declining revenue environment is bullishDiminishing returns risk on year 4 of optimization
sonnetRun 3
55%

The full-year time horizon means multiple quarters must all contribute positively to achieve 40bps. Any single quarter with a material charge (recall accrual, restructuring) could erase gains from other quarters. The probability should reflect this compounding risk across four quarters.

Full-year requires consistent execution across four quartersSingle-quarter charge risk from recall or restructuringCompounding quarterly execution risk
haikuRun 1
60%

Conservative guidance culture, 200bps track record, and 40bps being the low end of the range all favor YES. Macro and tariff risks are the primary headwinds. 60% probability.

Conservative guidance culture200bps track recordMacro and tariff headwinds
haikuRun 2
55%

Full-year execution risk with elevated macro uncertainty. The 40bps threshold helps but trade policy is a genuine threat to the auto supply chain in 2026. Modestly above coin-flip.

Full-year execution riskElevated macro uncertaintyTrade policy threat to auto supply chain
haikuRun 3
58%

Balancing Magna's exceptional operational execution against the macro and policy headwinds. The structural nature of cost improvements provides resilience. Mid-to-high 50s probability.

Exceptional operational executionStructural cost improvementsMacro and policy headwinds

Resolution Criteria

Resolves YES if MGA FY2026 adjusted EBIT margin exceeds FY2025 by 40bps or more. Resolves NO if margin expansion is below 40bps.

Resolution Source

Magna FY2026 10-K or Q4 earnings release

Source Trigger

Management guided full-year 40-100bps margin expansion. Operational excellence is the central thesis driver across four lenses.

gravy-gaugeOPERATIONAL_EXECUTIONHIGH
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