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Will HBM represent more than 30% of Micron's FY2026 total revenue?

Resolves October 15, 2026(216d)
IG: 0.80

Current Prediction

34%
Likely No
Model Agreement92%
Predictions9 runs
Last UpdatedMarch 11, 2026

Why This Question Matters

HBM revenue share is the quantitative anchor for the structural transformation thesis. Gravy Gauge estimated HBM contracts cover ~22% of total revenue with the rest on short-term/spot pricing. The Myth Meter flagged the $100B HBM TAM by 2028 as the single most important unverifiable assumption. If HBM exceeds 30% of total revenue in FY2026, it confirms the structural shift is accelerating. If it stalls below 25%, it suggests the transformation is more incremental than the narrative implies, widening the DIVERGING gap.

REVENUE_DURABILITYNARRATIVE_REALITY_GAPCOMPETITIVE_POSITION

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 28%42%Aggregate: 34%
Individual Predictions(9 runs)
opusRun 1
38%

HBM at ~22% of total revenue needs to jump to 30%, a 36% relative increase in share. The HBM revenue trajectory (>$1B to >$2B quarterly) shows strong growth, but the denominator effect from $75B annualized total revenue (FQ2 guidance) makes the 30% threshold demanding. CY2026 HBM supply fully contracted is bullish, but HBM4 ramp only begins in 2H 2026, making the full-year cumulative figure back-loaded and harder to achieve.

Denominator effect: $75B annualized total revenue growing alongside HBMHBM4 ramp back-loaded to 2H 2026 limits full-year cumulative shareCY2026 supply fully contracted provides floor but 30% requires significant acceleration
opusRun 2
42%

HBM4's higher trade ratios (>3:1, approaching 4:1 for HBM4E) serve a dual function: they increase HBM revenue per unit AND constrain non-HBM DRAM supply, which could moderate the denominator growth. With $35B HBM TAM in 2025 and Micron's ~21% share, that's ~$7.35B. If TAM grows even 30% to ~$45B in CY2026 and Micron holds share, that's ~$9.5B -- still well short of the ~$22.5B needed for 30% of $75B. The math requires either massive share gains or TAM outperformance.

HBM4 trade ratios constrain non-HBM supply, potentially moderating denominator$35B TAM at 21% share = ~$7.35B; even aggressive growth falls short of $22.5B thresholdDual effect of HBM4: revenue uplift AND non-HBM supply constraint
opusRun 3
35%

The committee found reaching 30% 'requires significant acceleration' with 2/2 agreement. Current HBM run-rate of ~$8B annualized against ~$75B total revenue yields ~10.7% on a quarterly basis. Even if HBM doubles to $16B annualized, against $75B total that's only ~21%. To hit 30% cumulative for the full year ($22.5B of $75B) requires near-tripling from current run-rate, which the analysis facts do not support. The $100B TAM by 2028 projection (requiring ~40% CAGR) is the single most important unverifiable assumption and remains at E1 evidence level.

Current ~$8B HBM run-rate needs to nearly triple to reach 30% of $75BCommittee consensus: 'requires significant acceleration' (2/2 agreement)$100B TAM by 2028 is E1 evidence — unverified management estimate
sonnetRun 1
32%

The math is straightforward and unfavorable. HBM is at ~22% of total revenue and needs an 8pp jump to 30% in one fiscal year. Total revenue is growing rapidly toward $75B annualized, meaning HBM revenue would need to reach ~$22.5B cumulative for FY2026. Current HBM run-rate is ~$8B. Even with HBM4 ramp and contracted supply, tripling HBM revenue while the denominator nearly doubles is a steep ask. The Myth Meter's NARRATIVE_REALITY_GAP = DIVERGING reinforces that 30% is where narrative meets reality, not where it's exceeded.

8pp jump from 22% to 30% requires HBM to grow ~3x while total revenue doublesFQ2 guidance implies ~$75B annualized total revenue -- denominator is growing fastNARRATIVE_REALITY_GAP = DIVERGING suggests 30% threshold is aspirational, not baseline
sonnetRun 2
37%

CY2026 HBM supply fully contracted on price and volume is the strongest bullish factor, and HBM4's higher trade ratios mean more revenue per DRAM bit consumed. However, the analysis notes only $143M in RPO beyond 1 year (0.4% of revenue), suggesting limited long-term contractual protection outside HBM. The unresolved debate on HBM demand durability (E0-E1 evidence, no historical precedent) adds material uncertainty. Even in optimistic scenarios, 30% cumulative for the full year is challenging given the denominator growth trajectory.

CY2026 supply fully contracted -- strongest bullish signalOnly $143M RPO beyond 1 year -- limited contractual protectionHBM demand durability is E0-E1 evidence with no historical precedent
sonnetRun 3
34%

The committee found 'reaching 30% requires significant acceleration' with full agreement. HBM as % of DRAM was ~28% annualized in FQ4 FY2025 (~$8B vs $28.6B DRAM), but as % of total revenue only ~22%. This 6pp gap between DRAM-share and total-share reflects NAND and other segments diluting HBM's weight. For HBM to reach 30% of total, it would need to represent ~38-40% of DRAM, which is a steep ramp even with HBM4. Black Swan Beacon's ASSUMPTION_FRAGILITY = CONCENTRATED underscores the single-dependency on AI demand trajectory.

HBM is ~28% of DRAM but only ~22% of total -- 6pp dilution from NAND/otherCommittee full agreement: 'requires significant acceleration'ASSUMPTION_FRAGILITY = CONCENTRATED -- single-dependency on AI demand
haikuRun 1
33%

From 22% to 30% in one year is an 8pp jump requiring HBM revenue to significantly outpace total revenue growth. With total revenue at ~$75B annualized run-rate and HBM at ~$8B, the gap is too wide. More likely outcome is 24-27% range for FY2026.

8pp jump from 22% to 30% is demandingHBM ~$8B run-rate vs $75B total revenue = ~10.7% quarterlyLikely FY2026 outcome: 24-27% HBM share
haikuRun 2
28%

The denominator effect dominates this question. Total revenue roughly doubling from FY2025's $37.4B toward ~$75B annualized means HBM revenue must roughly triple from ~$8B to ~$22.5B to maintain the 30% threshold. The committee's 2/2 consensus that this requires 'significant acceleration' and the Myth Meter's E1-rated TAM projection make this unlikely.

Denominator nearly doubling neutralizes strong HBM growthHBM must ~triple from current run-rate to reach 30%Committee 2/2: 'requires significant acceleration'
haikuRun 3
31%

HBM4 ramp and fully contracted CY2026 supply are real tailwinds, but the question asks about cumulative FY2026, not exit rate. Even if HBM share reaches 28-30% by FQ4 FY2026, the full-year average would be lower due to earlier quarters running at ~22-25%. This cumulative framing biases the answer toward NO.

Cumulative FY2026 framing dilutes back-loaded HBM4 ramp impactFull contracted supply is bullish but insufficient for 30% cumulativeEarlier quarters at 22-25% drag down full-year average

Resolution Criteria

Resolves YES if Micron's cumulative HBM revenue for FY2026 (September 2025 through August 2026) exceeds 30% of total FY2026 revenue, as disclosed in earnings calls, investor presentations, or 10-K filing. If Micron does not disclose exact HBM revenue but provides sufficient data to calculate (e.g., HBM bit shipment share × ASP), analyst consensus from 3+ sell-side firms may be used. Resolves NO if HBM share is 30% or below, or if insufficient disclosure exists to determine.

Resolution Source

Micron FY2026 10-K filing, quarterly earnings transcripts, or investor presentations with HBM revenue disclosure

Source Trigger

HBM revenue share trajectory — currently ~22% of revenue under multiyear contracts; rest on short-term/spot

revenue-revealerREVENUE_DURABILITYHIGH
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