2026-09-16 Daily Brief | Hilo Research
This period's institutional research focuses on three main themes: global monetary policy is being repriced under energy shocks, with divergent views between Goldman Sachs and Nomura on the rate-hiking path; China's economy exhibits a highly imbalanced profile of strong exports and weak domestic demand, with credit and social financing hitting an all-time low in 8, real estate stabilizing in tier-one cities but remaining under pressure overall; the AI industry chain is expanding comprehensively from semiconductor equipment and advanced packaging to data center power, though sustainability debates have been triggered by capital expenditure financing pressures and controversies over frontier models. Additionally, Middle East supply disruptions are pushing up oil prices, super El Niño threatens food costs, Chinese companies' overseas expansion enters a critical phase, and selective stock picking has become the consensus after biopharma valuations reached a ten-year high.
China Macro: Weak Credit and Social Financing Amid Imbalanced Growth Momentum
9 Related reports
Key views
Goldman Sachs and Nomura consistently confirmed a significant weakening in China's credit in 8: new RMB loans were only RMB 59-60bn and social financing was RMB 1.66tn, both far below market expectations. Stock social financing and loan growth rates fell to historic lows of 7.2% and 4.9%, respectively. Household loans turned negative to -RMB 203bn (consumption -122bn, mortgages -82bn), while corporate loans of +RMB 260bn remained below seasonal norms, indicating continued sluggish private sector credit demand.
The resilience in social financing mainly comes from government bonds (RMB 1.01tn, accounting for over 60% of new additions) and direct financing channels such as corporate bonds and equity financing. Fiscal policy and direct financing are compensating for weak private sector credit demand, determining the structure and sustainability of credit expansion.
Nomura observed marginal liquidity easing (DR007 daily average fell to 1.399%, close to the seven-day reverse repo rate; 10-year government bond yield at 1.698%; PBoC net injection of RMB 48bn) but this failed to translate into credit expansion, with constraints stemming from the demand side rather than the supply side. It expects fiscal policy to play a dominant role in the coming months, but net government bond financing in 8 falling to RMB 1,010bn has become a drag again, making it unlikely that fiscal measures alone can reverse the slowdown in loan growth.
8 activity data showed high imbalance: industrial production rose 5.2% YoY, beating expectations (driven by exports +25.0% and easing oil supply disruptions), but nominal retail sales grew only +0.4% (Nomura estimates actual at -0.4%), and fixed asset investment contracted by 10.6% YoY for the fifth consecutive month. Both manufacturing and infrastructure investment weakened, with strong exports masking weak domestic demand.
Goldman Sachs lowered its Q3 GDP YoY forecast to 4.4%, full-year 2026 to 4.5%, and 2027 to 4.6%. Nomura maintained its below-consensus forecasts of Q3 at 4.3% and Q4 at 4.5%. Both firms believe weak domestic demand poses downside risks to growth, with recent easing measures providing only moderate support.
Consumption categories showed clear divergence: smartphone sales growth accelerated from 20.4% to 27.3% (due to component cost inflation and premiumization), home appliances recovered to +2.3%, but gold/silver/jewelry fell by 17.5%, furniture by 7.9%, building decoration materials by 11.8%, and automobiles by 18.5. Discretionary and property-related categories remain under pressure; service consumption outperformed goods consumption (dining +1.1% vs goods +0.3%).
Deutsche Bank pointed out that China's actual GDP growth in 7 slowed to 4.1%, below the government's target range of 4.5%-5.0%, but signs of stabilization emerged in 8 (manufacturing PMI rose to 49.8, exports +25.0% YoY, seasonally adjusted trade surplus hit a record high of USD 112.8bn). Stronger fiscal issuance, structural relending, and interest subsidies will support demand; the CPI forecast for 2026 remains at 1.2%, while PPI was revised up from 2.9% to 3.0% due to higher oil prices.
Current market environment
Credit and social financing hit historic lows, household loans turned negative, M2 fell to 7.5% while M1 slightly rose to 4.1%. Non-bank financial institution deposits grew by 20.2%, indicating continued migration of deposits to capital markets and wealth management products. The national unemployment rate rose to 5.3%, and the unemployment rate for those aged 16-24 rebounded to 17.9%. Weakening employment combined with potential pressure from AI on entry-level white-collar jobs constitutes social and policy risks.
E-commerce growth slowed (YoY +2.2% excluding services in 8, lower than 3.3% in 7), but penetration continued to rise by 0.5ppt to 29%. Growth in multiple categories such as online food & beverage (+15.9) and apparel (+4.9) slowed, reflecting marginal weakening of online consumption momentum.
Future market changes
Fiscal stimulus escalation scenario: If growth slows further, putting pressure on the full-year target of 4.5%-5.0%, the State Council, MOF, and NDRC may introduce additional support policies later in 2026.
Later in 2026
Triggers
- Further growth slowdown
- Pressure on full-year targets
Transmission channels
- Increased fiscal issuance
- Recovery in government bond financing
- Infrastructure and demand support
Indicators to watch
- Pace of net government bond financing
- Signals from Politburo meetings and NDRC/MOF
Invalidation conditions
- Growth stabilization reduces the necessity of stimulus
Institutional disagreements
Does strong export performance represent economic recovery?
Different views
- Nomura: Export-driven production strength masks weak domestic demand; the economy is highly imbalanced and does not represent broad-based recovery, supporting below-consensus GDP forecasts
- Deutsche Bank: Signs of stabilization appeared in 8; stronger fiscal issuance and structural tools will support demand
Opportunities and risks
Capital preservation and dividends for large banks
Consensus opportunitySlower balance sheet expansion helps capital preservation and limits RWA growth. Completed recapitalization of large banks strengthens capital positions and supports dividend sustainability, while additional capital will not translate into significantly faster loan growth.
Potential beneficiaries
- China Construction Bank
- Bank of China
Risks
- Continued weak loan demand
- Asset yield pressure
Indicators to watch
- RWA growth
- Dividend payments
Chinese Internet Leaders
Consensus opportunityTop platforms remain favored by Nomura and listed as top picks despite slowing e-commerce growth
Potential beneficiaries
- Alibaba
- Tencent
- Meituan
Risks
- Weakening consumption momentum
Indicators to watch
- Monthly retail and e-commerce data
Defensive allocation in consumer leaders
Consensus opportunityUnder overall weak consumption, industry leadership, structural strategies, and management focus on shareholder returns are key to defensive stock selection
Potential beneficiaries
- ANTA
- Yum China
- Midea
Risks
- Weakened willingness and ability to consume
- Outbound travel diversion
Indicators to watch
- Quarterly earnings
- Same-store sales
Related reports(9)
- Aug TSF growth driven by stronger bond financing; bank credit demand remained subduedGoldman Sachs · 2026-09-14
- China: Credit growth hits fresh record lows in AugustNomura · 2026-09-14
- China: Weaker-than-expected credit extension mainly from slow bank loan extension and government bond issuanceGoldman Sachs · 2026-09-14
- China: Weaker-than-expected credit extension mainly from slow bank loan extension and government bond issuanceGoldman Sachs · 2026-09-14
- China: August activity data continue to reflect a highly imbalanced economyNomura · 2026-09-15
- China: Better industrial production, sluggish investment,slower retail sales growth; lowering Q3 GDP forecastGoldman Sachs · 2026-09-15
- E-commerce sales decelerated in AugustNomura · 2026-09-15
- Aug retail sales remained mediocreNomura · 2026-09-15
- Fiscal Push, Monetary PullDeutsche Bank · 2026-09-14
China Real Estate: Coexistence of Tier-One Stabilization Signals and Overall Downward Pressure
5 Related reports
Key views
Goldman Sachs calculated that seasonally adjusted, population-weighted new home prices in 70 cities saw their MoM annualized decline narrow to 0.4% in 8 (from 0.9% in 7), with YoY declines narrowing to 3.0%. Tier-one cities saw MoM annualized increases of 2.4% (led by Beijing), tier-two cities fell by 0.2%, and tier-three city declines narrowed to 1.9%. It is expected that housing prices in tier-one and tier-two cities will generally stabilize within the next one to two years, with Shenzhen and Shanghai potentially leading.
Weekly data showed divergence: new home GFA sales in approximately 75 cities fell by 4% MoM but rose by 5% YoY. It is inferred that contract sales for the top 100 developers in 9 may fall by 16% YoY (compared to -4% in 8). Meanwhile, second-hand home transactions in approximately 20 cities rose by 6% MoM, subscriptions increased by 14%, and visits rose by 13%. Brokerage price expectations improved for the third consecutive week. Subscriptions typically lead registered contracts by 1-2 weeks, potentially signaling short-term transaction improvements.
Nomura pointed out that real estate investment fell by 25.4% YoY, with sales, starts, completions, and funding all deteriorating comprehensively. Second-hand home prices fell by 0.31% MoM, and the Iceberg index declined by 0.60% in both 8 and the first two weeks of 9. Goldman Sachs estimated that commercial housing sales area in 8 fell by 14.7%, new starts by 31.0%, completions by 28.4%, and construction by 12.8%, but some major cities showed early signs of stabilization.
8-28 real estate reforms drive the industry's shift from high-leverage pre-sales to completed home delivery models. Safer home purchases and lower monthly mortgage payments support sales, but stricter financing will limit new projects, real estate investment, and local government land transfer revenues. Xiamen became the first major city to attach completed home sales requirements to land auctions, with most plots sold at reserve prices, cooling the land market.
Covered developers' valuations are at historic down-cycle lows: offshore and onshore discounts to estimated end-of-2026 NAV are 43% and 24%, respectively, with 2026E P/B at 0.4x, comparable to 2H2008, 2H2011, and 1H2014, indicating that pessimistic expectations are already priced in.
Current market environment
Inventory pressure remains high: destocking cycles in major cities are 27.0-27.2 months and have not continued to improve, with inventory 7.9% lower than end-of-2025. Construction indicators are weak; completions are expected to fall by high-teens percent YoY in 8 and by 15% in FY26E, while new starts are expected to fall by high-twenties percent, signaling continued pressure on real estate investment and building materials demand.
Local policies continue to expand: Henan differentiates land supply based on destocking cycles and offers incentives for multi-child families; Changsha Wangcheng District provides combined subsidies of up to approximately Rmb 180k per unit; Jiangsu provides 30% fiscal support for purchasing commercial housing inventory for university student dormitories. Extending mortgage terms from 30 years to 40 years may help liquidity-constrained buyers but will not significantly boost overall demand.
Future market changes
Stabilization of housing prices in tier-one and tier-two cities
Next one to two years
Triggers
- Continued easing of local policies
- Improvement in second-hand home leading indicators translating to transactions
Transmission channels
- Improved second-hand home subscriptions
- Recovery in registered contract transactions
- Repair of price expectations
- Improved new home destocking
Indicators to watch
- MoM price increases in tier-one cities
- Decline in destocking months
Invalidation conditions
- Widening YoY decline in transactions in 9
- Re-accumulation of inventory
Institutional disagreements
Is the market approaching stabilization?
Different views
- Goldman Sachs: Tier-one cities see MoM increases, with general stabilization expected in tier-one and tier-two cities in the next 1-2 years, led by Shenzhen and Shanghai
- Nomura: Real estate investment -25.4% shows comprehensive deterioration, second-hand home prices continue to fall, remaining a significant macro risk
Opportunities and risks
Real estate trading platform
Not assessedGoldman Sachs expects BEKE's total GTV for new and second-hand homes from 7 to mid-9 to be roughly flat YoY, with second-hand homes +11% offsetting new homes -9%
Potential beneficiaries
- BEKE
Risks
- Continued weakness in new homes
Indicators to watch
- Monthly GTV
Deeply discounted developers
Emerging opportunityNAV discount of 43%/24% and P/B of 0.4x are at historic down-cycle lows, providing a reference for investors
Potential beneficiaries
- Strong state-owned enterprise developers
Risks
- Continued decline in completions and new starts
- Sluggish land market
- Uncertainty in execution of completed home sales model
Indicators to watch
- Contract sales YoY
- Land auction premium rate
Related reports(5)
- China: 7O-city average primary property price decline narrowed further in August, with Tier-1 cities posting sequential gainsGoldman Sachs · 2026-09-15
- Week 37 Wrap -Primary softened while secondary leading indicators improved; land market cooled post-828Goldman Sachs · 2026-09-15
- China: August activity data continue to reflect a highly imbalanced economyNomura · 2026-09-15
- China: Better industrial production, sluggish investment,slower retail sales growth; lowering Q3 GDP forecastGoldman Sachs · 2026-09-15
- Fiscal Push, Monetary PullDeutsche Bank · 2026-09-14
Global Monetary Policy, Interest Rate Paths, and Cross-Asset Allocation
8 Related reports
Key views
Goldman Sachs expects the FOMC to hike by 25bp in 9, the ECB to hike by another 25bp in 12, the BoE to hike by 25bp in 11, and the BoJ to hike by 25bp this week and again in 1 of 2027. Market expectations for Fed/ECB/BoE rate hikes through end-Q27 of 1 have increased by a total of 25bp, with the probability of hikes exceeding 100bp in the next 12 months at approximately 40% (approximately 20% in 8). Forecasts for end-2026 US 2-year/10-year yields are 4.30%/4.75%, Germany 10-year at 3.25%, and UK at 5.00%.
Nomura's tightening expectations are significantly lower than market pricing: It expects the Fed to hike by 25bp each in 9 and 12 of 2026 before holding until 2027, the ECB to reach a deposit rate of 3.00%, the BOJ to reach 1.75%, and India to hike by 50bp in 2026, while the BOE and BoC remain unchanged. This is viewed as a policy recalibration rather than the start of a long-term tightening cycle, as rates are near neutral, cost-push inflation is suppressing growth, and rising bond yields are already tightening financial conditions.
Deutsche Bank believes the 2020s have shifted from a demand-constrained, low-inflation environment to a supply-driven mechanism, where limited spare capacity makes inflation spikes more frequent. Traditional monetary stimulus is less effective in supply-constrained environments, while fiscal stimulus is more inflationary and more likely to crowd out private investment. Policy focus must shift to expanding the production frontier.
Deutsche Bank points out that the market has priced in 3.9 Fed rate hikes in the next 12 months, but risks lean towards Chair Warsh not endorsing a consecutive hiking path, supported by slowing core CPI. Key macro risks include Warsh not endorsing consecutive hikes or a shift in the Trump administration's policy towards Iran.
Goldman Sachs cross-asset allocation: Tactical defense for the next three months, mild risk-on bias for 12 months (overweight equities and Japanese government bonds, underweight credit, neutral on bonds and commodities). Expected total returns for S&P 500/Stoxx 600/MSCI Asia ex-Japan/Topix over 12 months are 9.5%/12.1%/28.6%/16.5%, gold at $5,275/oz (+20.9%), WTI/Brent spot returns at -27.9%/-25.5%, and US high yield expensiveness at the 99th percentile of the past decade.
Financial conditions are tightening: Goldman Sachs' US nominal FCI tightened by 11.1bp in one week to 98.49 (driven by rising 10-year yields), Japan's FCI tightened significantly in 9, and global (ex-Russia) FCI tightened by 6.1bp. However, the US Q3 GDP forecast remains at 2.5%, current activity indicators in 8 are +3.5% compared to 7, and global activity in 8 is +3.4%, still significantly above potential levels. The MAP Economic Surprise Index fell to +0.49, indicating weakening degree of data beating expectations.
Goldman Sachs views Germany as a relatively positive case: fiscal stimulus shifting from commitment to implementation, improving manufacturing and factory orders, and a €500bn investment plan supporting the economy in 2027-28. Consensus expects German EPS growth in 2027 to be approximately 17%, higher than STOXX 600. Preference is given to fiscal, defense, CAPEX, and domestic recovery themes, while maintaining caution on autos and chemicals.
A BofA survey shows nearly 80% of respondents expect the Bank of Japan to hike rates this month. Policy normalization has surpassed earnings to become a key theme for Japanese stocks. The USD/JPY level likely to trigger intervention has fallen from 165 to 160. Japanese holdings are concentrated in banks and semiconductors, with bank allocations reaching historic highs.
Current market environment
Energy-driven inflation pressure is rising: Brent rose by 11.7% last week, driving the energy sector up by 1.7%. Goldman Sachs raised its 4Q26 TTF forecast from €53 to €70/MWh. Higher energy costs are suppressing global equities through policy rate and yield expectations, with European stocks falling by 1.7% last week. Nomura notes that US core PCE YoY remains above 3%, and Eurozone HICP in 8 rose to 3.3%, with inflation expected to remain elevated until year-end.
Equity sensitivity to interest rates is rising: The negative beta of US equities to 10-year yields has risen to the same level as their positive beta to the AI trade. Positive equity-bond correlation combined with rising energy prices means higher bond allocations recently increased portfolio volatility. Put/call skew for US Treasuries with maturities beyond 20 years remains at high levels.
Future market changes
Central Bank Intensive Week: Materialization of Hiking Paths and Repricing
Until early 2027
Triggers
- 9 FOMC
- BoJ meeting this week
- ECB 12 meeting
Transmission channels
- Rising policy rates
- Yield curve repricing
- Valuation pressure on risk assets
Indicators to watch
- US 2-year Treasury at 4.30%, 10-year at 4.75% year-end forecast
- Core CPI trend
Invalidation conditions
- Slowing core CPI leads Warsh to not endorse consecutive hikes
- Cost-push inflation suppresses growth, forcing a pause
Institutional disagreements
Fed hiking path
Different views
- Market pricing: Approaching four more hikes by end of 2027
- Nomura: 25bp each in 9 and 12, then hold until 2027; this is a policy recalibration, not a long-term tightening cycle
- Deutsche Bank: Risks lean towards Chair Warsh not endorsing a consecutive hiking path
Opportunities and risks
German fiscal and defense themes
Emerging opportunity€500bn investment plan implemented in 2027-28; consensus expects German EPS growth in 2027 to be approximately 17%, higher than STOXX 600
Potential beneficiaries
- German fiscal, defense, CAPEX, and domestic recovery themes
Risks
- Energy prices
- Chinese competition
- Rising interest rates
Indicators to watch
- Factory orders
- Implementation of fiscal spending
Gold
Consensus opportunity12-month forecast of $5,275/oz implies a 20.9% return. Official sector and institutional allocation needs, independent of rate expectations, can offset retail outflows
Potential beneficiaries
- Gold
Risks
- Breaking below $4,220/oz triggers CTA selling of algorithmic positions of approximately 14%
Indicators to watch
- Retail ETF fund flows
- Real interest rates
Related reports(8)
- Market pricing across assets into a busy central bank weekGoldman Sachs · 2026-09-14
- Markets Struggle as Rates and Energy RiseGoldman Sachs · 2026-09-14
- Global Economic Outlook MonthlyNomura · 2026-09-15
- The revenge of the supply-side: A new economic regimeDeutsche Bank · 2026-09-15
- Commodities dbMetals: The Whole Flow ReportDeutsche Bank · 2026-09-15
- USA: GS Economic Indicators UpdateGoldman Sachs · 2026-09-14
- Global: GS Economic Indicators Update: Financial Conditions Tighten in JapanGoldman Sachs · 2026-09-14
- Asia Fund Manager SurveyBank of America · BofA Global Research · 2026-09-15
Energy: Middle East oil supply disruption and LNG winter super peak
4 Related reports
Key views
After Saudi Arabia shut down the 7 mb/d East-West pipeline due to attacks, Brent rose to near $110. Goldman Sachs believes that attacks on oil infrastructure mark a significant escalation of the conflict, with the scale of impact and repair duration being highly uncertain (assessments range from very soon to eight weeks). The latest attacks may threaten the remaining 2 mb/d of Yanbu exports.
Net loss in Persian Gulf oil exports is 6.7 mb/d (recent exports of 16-17 mb/d are approximately 70% of pre-war levels). A production loss of 7.1 mb/d in the Gulf in 8 shifted the global market from near balance in 7 to a deficit of approximately 3 mb/d (own balance estimate is approximately 1 mb/d). OECD SPR drawdown has slowed to 0.3 mb/d, entirely contributed by the US. China's crude oil imports are down approximately 4 mb/d year-on-year but have room for recovery; the sustainability of core buffers is questionable.
If Gulf production in 2027 is 4 mb/d lower than pre-war levels, Brent will exceed $120. The implied probability that the 2 contract expiry price is above $100/bbl has risen to 44%. If an energy ceasefire is reached, Russian oil exports may recover (refinery shutdowns remain at 4.6 mb/d), constituting a major downside risk.
Bernstein estimates that the closure of the Strait of Hormuz and damage to Ras Laffan facilities disrupt approximately 63 MTPA of LNG supply. Combined with a delay of 5 MTPA in Qatar's North Field expansion, effective global supply in 2026 decreases by approximately 20 MTPA. This assumes zero production for nine months in 2026 for Qatar and the UAE, representing a 76% reduction from a base capacity of 83 MTPA.
Europe's storage fill rate at the end of 8 was only 65%, expected to be approximately 73% by the end of 9. Under a normal winter, it could drop to 23% by the end of 3 in 2027, or to 8% in a cold winter. TTF weather scenarios: warm winter approx. US$20, normal US$23-25, cold winter approx. US$30/MMBtu. The monthly LNG peak for the 2026/27 winter could reach US$30. JKM average price is projected at US$22.8 for 2026 and US$15.7 for 2027, with clear normalization only in 2028.
In the long term, existing and under-construction capacity of 674 MTPA in 2030 creates an oversupply of approximately 50 MTPA against the required 619 MTPA. US operating and under-construction capacity exceeds 200 MTPA. The market expects a shift to oversupply starting from 2028, with long-term prices converging towards the full marginal cost of US LNG at approximately US$9-10/MMBtu.
Rising energy prices exacerbate inflation concerns: Brent +11.7% last week drove the energy sector up by +1.7%. Goldman Sachs raised its 4Q26 TTF forecast from €53 to €70/MWh. Higher energy costs suppress global equities through expectations of higher policy rates and government bond yields. European stocks fell -1.7% last week.
Current market environment
Global weekly average LNG exports dropped from 494 MTPA to 400 MTPA after the conflict. Global LNG demand in H1 2026 was -5.4% year-on-year, with forecasts revised down by 20 MTPA to 385 MTPA. Asian imports were -7% (Pakistan -47%, Singapore -33%, South Korea -14%). Demand destruction driven by prices is the key mechanism for market rebalancing.
Russian pipeline gas flows are approximately 85% lower than in 2021 (from approx. 130 bcm/year to approx. 20 bcm/year). European LNG imports are expected to rise from 103 MTPA in 2024 to approx. 132 MTPA in 2030. Structural dependence continues to support import demand.
Future market changes
Winter natural gas super peak
2026/27 winter
Triggers
- Cold winter weather
- Insufficient storage fill
Transmission channels
- Storage gap
- TTF spikes to US$30/MMBtu
- European industrial cost pressure
- Thermal coal substitution
Indicators to watch
- Monthly storage fill rate
- Weather forecasts
Invalidation conditions
- Warm winter
- Rapid restart of Qatar
Qatar's restart speed determines the 2027 balance
2027
Triggers
- End of conflict
- Facility repair progress
Transmission channels
- Rapid recovery → 2027 surplus of 11 MTPA
- Base case → Balance
- Slow recovery → Shortage of 35 MTPA
Indicators to watch
- Qatar export data
- Repair of approx. 12.8 MTPA damaged capacity
Invalidation conditions
- Damaged capacity cannot be recovered within three to five years
Institutional disagreements
Oil price path
Different views
- Goldman Sachs Oil Tracker: Supply disruptions and weakening buffers support upside; if Gulf production in 2027 is 4 mb/d lower, Brent exceeds $120
- Goldman Sachs Cross-Asset Allocation: WTI/Brent 12-month spot return forecast -27.9%/-25.5%
Opportunities and risks
LNG producers and exporters
Consensus opportunityHigh gas price window persists until 2027; producers, liquefaction operators, US exporters, low-cost gas companies, LNG shipping, and infrastructure are recent beneficiaries
Potential beneficiaries
- Santos (Outperform)
- Woodside (Highest spot exposure)
- Inpex
- US exporters
- LNG shipping
Risks
- Large-scale return of Russian pipeline gas to Europe
- Supply oversupply from 2028
Indicators to watch
- JKM prices
- European inventories
Related reports(4)
- Oil Tracker: Mideast Exports: Resilient,But Increasinglyat RiskGoldman Sachs · 2026-09-14
- Global LNG: Winter gas super-spike should only end with the conflictBernstein · 2026-09-15
- Markets Struggle as Rates and Energy RiseGoldman Sachs · 2026-09-14
- Market pricing across assets into a busy central bank weekGoldman Sachs · 2026-09-14
Super El Niño and Chinese food & beverage costs
3 Related reports
Key views
Goldman Sachs cites NOAA predicting a potential Super El Niño (temperature anomaly exceeding 2°C) lasting from 6 of 2026 to approximately 5-6 of 2027. The agriculture team expects it to be the strongest on record. Events with higher intensity typically produce the most significant global impacts during Northern Hemisphere winters. Droughts, floods, and transport disruptions in agricultural regions may tighten supply and amplify price volatility.
China has high import dependency and concentrated supply: palm oil nearly 100%, soybeans 92%, barley over 80%, sugar 31%. Concentrated in Indonesia (75% of palm oil imports), Brazil (74% of soybeans, 87% of sugar), and Australia (57% of barley). Supply concentration limits flexibility for alternative procurement during weather or logistics disruptions.
Net profit sensitivity for 2027E under a +10% cost scenario: CR Beverage approx. -12%, Jonjee approx. -7%, Nongfu approx. -3%, Haitian approx. -2%. Beverages, instant noodles, and condiments have the largest exposure. Hedging and cost-locking arrangements expire around the end of 2026. Nongfu and Haitian are more resilient due to margins, operational efficiency, and product mix.
F&B side: Brent/WTI rebounded nearly 50% from their 7 lows to approx. $105/$100. Global sugar prices rose nearly 30% in the previous two months. Sugar and oil-related PET/PP are the most notable cost risks for Chinese F&B. Chinese pork prices are expected to start rebounding in 2H26, with 2027 YoY +20%. Beef has recovered since the start of the year due to reduced supply, but the magnitude is small.
However, most F&B companies' raw material cost indices have limited historical correlation with margins. Procurement price locking, inventory arrangements, menu adjustments, promotion intensity, and franchisee support are more decisive. Haidilao sources about half of its purchases as beef and mutton. In 2025, despite favorable raw material prices, gross margin contracted by 3 ppt, indicating that pricing strategy impact may exceed raw material costs.
Food segments: Imported nuts are most vulnerable (droughts in 2024-25 Africa increased cashew costs by +2%-12%, Qiaqia nut gross margin -4.4 to -7.5 ppt). Sunflower seed procurement costs were -18% YoY in early 9. Konjac processors buffered via efficiency. Fish surimi: Chinese fish prices were only +1% YoY. Most snack and frozen food companies have sugar/palm oil/soybean COGS exposure below 10%, lower than the sector, with Ligao Foods being an exception at 30% palm oil share.
Current market environment
International sugar, palm oil, and soybean prices in 9 were +7%/+5%/+20% YoY. PET spot prices were +40% YTD to approx. Rmb8,600/t, while domestic agricultural product prices have not risen significantly yet. Chinese sugar prices fluctuate less, supported by a self-sufficiency rate of approx. 80% in 2025/26. Coffee and protein categories have historically shown limited sensitivity to El Niño.
Future market changes
Cost verification window from 4Q26 to early 2027
4Q26-early 2027
Triggers
- Sunflower seed harvest in 9-10
- Konjac harvest in 10-12
- Pistachio harvest in late 8-10
- Anjoy starts fish surimi procurement in 10
- Hedging and cost-locking expiration
Transmission channels
- Weather damage
- International price increases
- Import cost pass-through
- Margin divergence
Indicators to watch
- US corn and soybean harvests and yields
- Procurement prices for various categories
Invalidation conditions
- Domestic ample supply buffers pass-through
- Effective company procurement price locking
Institutional disagreements
Degree of cost inflation impact on margins
Different views
- Bearish scenario: Under +10% costs, CR Beverage 2027E net profit may be -12%, Jonjee -7%
- Structural view: Most companies' raw material costs have limited historical correlation with margins. Company-specific management differences dominate outcomes. Should not be viewed as a uniform industry-wide shock.
Opportunities and risks
F&B leaders with diversified cost structures
Consensus opportunityYum China, Guming, Luckin have diversified cost structures. Full-year PET price locking or expected 2H26 margin improvement. Approx. six months of coffee bean inventory provides protection.
Potential beneficiaries
- Yum China (Buy US$59/HK$459)
- Guming
- Luckin
Risks
- Pork price +20% in 2027
- Further sugar price increase
Indicators to watch
- Quarterly gross margin
Snack companies with low raw material exposure
Consensus opportunityMost covered snack companies have sugar/palm oil/soybean COGS exposure below 10%, making them more resistant to El Niño inflation relative to the sector
Potential beneficiaries
- Qiaqia Food
- Weilong
- Yanjinpuzi
- Anjoy H-shares (All Buy)
Risks
- Nut cost increase
Indicators to watch
- Harvest season procurement prices
Related reports(3)
- Assessing potential impact on price volatility of key input costs #2 - Super EI Nino poses further riskGoldman Sachs · 2026-09-14
- China Restaurants: Revisiting the cost inflation risk from rising oil price and El Nino impactGoldman Sachs · 2026-09-14
- Food: What we learn from past El Nino cycles; nuts likely face headwind while sunflower seeds/konjac are mixedGoldman Sachs · 2026-09-15
Semiconductors: TAM upgrade, equipment cycle, and advanced packaging
9 Related reports
Key views
BofA raised CY30 semiconductor TAM from $2.7tn to $3.2tn, and CY26-30 CAGR from 14% to 18%. Memory is the biggest driver (CY26 sales expected +327% YoY). CY26 WFE raised by 8% to $156bn, CY30 to approx. $360bn. Due to memory price inflation distortion, equipment demand is now measured by WFE corresponding to wafer starts per 12-inch wafer.
BofA sees no signs of slowing AI customer orders, long-term agreements, capacity commitments, or pricing. NVIDIA B200 rental price of $5.72/hour is less than 10% below the 3 peak. Sector 18x NTM P/E is below S&P 500's 19x, with expected EPS +139% YoY. However, maintaining tactical caution until midterm elections conclude and macro concerns ease.
Goldman Sachs confirms robust Chinese semiconductor demand: IC production in 7 +20.7% to 53bn units. Chinese semiconductor revenue +127.7% to $38.2bn. Total revenue of Taiwan-listed semiconductors in 8 +48.9%. IC import value in 8 +83.6% while volume only +6.7% (implied ASP +72.1%). Export value +129.8% while volume -7.9%. Value uplift rather than volume growth. However, inventory days in 7 rose to 66 days, higher than 57-58 days in the same period of 2023-25, which is a contradictory signal to track.
Deutsche Bank observed selective price hikes for mature chips (significant price hikes for TI/ADI analog products, MLCC entering shortage but not widespread tightness in 2021/22). STMicro core MCU lead times 40-50 weeks. Infineon constraints may persist until 2027. N2/N3 lead times 78-156 weeks. Foundry capacity insufficient at least until end of 2028. DRAM supply gap for 2026-2030 is 210k/507k/795k/575k/379k WSPM. HBM demand rises from 270k in 2026 to 1,208k WSPM in 2029. Non-hyperscaler DDR5 fulfillment rate below 30%.
Bernstein's ASML notes: AI demand spreading from TSMC/Hynix to Intel/Samsung/Rapidus. Enterprise AI is a key support for the infrastructure investment cycle. Revenue in 2026 already covered by orders. Most EUV capacity in 2027 pre-booked. Orders in 2028 include 50% prepayment. 110 Low-NA EUV machines are not the supply cap for 2028. System shipments in 2027 expected +30%. Effective wafer capacity +45%. Maintains Outperform €2,500 target price (80% upside).
Bernstein's BESI notes: Hybrid bonding is the long-term interconnect technology for logic and memory. Logic yield exceeds 99.9% while HBM is approx. 90% (gap due to complete process rather than bonder). Over 180 units shipped. Sole supplier at TSMC/Intel. First 50nm system sent to TSMC. Throughput to rise from 1,500 to 3,000 UPH. Large-scale HBM ramp-up in 2028-29. Maintains Outperform €320 target price (82% upside).
Bernstein's Arm notes: AGI CPU in final certification phase. Approx. 4,000 units undergoing final round of testing with Meta. CQ1 2027 first shipment approx. $100m revenue. Meta expected to contribute 90% of FY28 approx. $1bn opportunity. Demand exceeds $2bn but initial TSMC supply only approx. $1bn. 3nm essentially sold out. 2nm not widely allocated. Supply, not demand, determines near-term revenue cap. Agentic AI is a CPU-intensive workload. Arm can provide performance comparable to x86 at approx. half the power consumption. Outperform $480 target price (approx. 101% upside).
Nomura: Japan's rigid module substrate shipment value in 7 +68% YoY to record ¥31.3bn. Area +19%. Average price +41%. TSMC roadmap substrate size expands generationally from Blackwell 72×78mm to Feynman 120×128mm and subsequent at least 150×239mm. Shift to double/multi-layer core or glass core. Multi-layer core expected to be fully adopted in 2028 or later. Advanced packaging expanding to power delivery and heat dissipation functions drives drilling equipment demand.
Goldman Sachs: AccoTest's STS8600 has started small-batch shipments. Validated with local CPU/GPU customers with strong order backlog. 2Q26 revenue +39% beat expectations. 2026-28E revenue raised by 3%/7%/10%. Net profit raised by 15%/5%/3%. Operating margin lowered due to R&D investment. Maintains Neutral and Rmb630 target price (implying 81.8% upside). Upstream material supply tightness limits short-term shipments.
Goldman Sachs: Fujitsu began accepting orders for in-house developed 2nm FUJITSU-MONAKA CPU and MONAKA Server in 11 of 2026. CPU expected to ship in 1-3 of 2027. Start contributing to profits in FY3/28. Local deployment demand growing in sovereign AI scenarios. Already provided to 30 companies in Japan and Europe in advance. Maintains Buy ¥4,590 target price (14.5% upside).
Current market environment
Chinese semiconductor capex 2026-28E expected to grow 13%/15%/15% (2028E reaches $68bn), supporting WFE spending growth of 13%/20%/15%. Production equipment imports in 7 -3.2% YoY but +7.7% MoM. Test equipment imports +45.3%. Runpeng deposition equipment orders and Echip sorting equipment tender in 9 confirm capex upcycle. Goldman Sachs lists Kematek, SMIC, Hua Hong, AMEC, Horizon Robotics, Biren, MetaX, Naura, ACMR, Cambricon as Buy.
Future market changes
HBM hybrid bonding ramp-up
2028-29
Triggers
- HBM yield improvement
- Samsung/SK Hynix certification progress
- Nvidia driving supplier adoption
Transmission channels
- Yield maturity
- Large-scale adoption
- BESI revenue from F25A €591m to F27E €1,368m
Indicators to watch
- HBM4E shipment volume
- Certification progress
Invalidation conditions
- Share loss due to Korean customer certification of alternative suppliers
Divergence in High-NA adoption timing
2028-2030
Triggers
- Samsung expects DRAM adoption around 2028
- TSMC may postpone to 2030 due to strong Low-NA utilization
- Intel has already advanced deployment
Transmission channels
- Yield pressure from node shrinking
- High-NA demand
- ASML product mix and pricing
Indicators to watch
- Customer High-NA orders
- 12-inch mask transition assessment
Invalidation conditions
- Delay in timing when continued node shrinking with Low-NA damages yield
Institutional disagreements
Short-term allocation for semiconductor sector
Different views
- BofA: Demand resilience and 18x P/E below S&P 500 support medium-term value. But tactical caution until midterm elections and macro concerns ease
- Deutsche Bank: Constructive on AI-related names. Hyperscaler cloud provider survival risk too high. Capex unlikely to stall in 2028
Export controls and China risk
Different views
- ASML warning: Stricter export controls (including MATCH Act) may accelerate domestic lithography investment in China. But China's EUV capability lags by more than ten years
- Downside risk: Chinese inventory glut may weaken demand. Combined with weak WFE and slowing technology migration
Opportunities and risks
Chinese semiconductor equipment and foundry
Consensus opportunityCapex upcycle. Advanced nodes and generative AI support IP, design, foundry, advanced packaging, and equipment segments
Potential beneficiaries
- Kematek
- SMIC
- Hua Hong
- AMEC
- Naura
- ACMR
- Cambricon
Risks
- Inventory days 66 days elevated
- Export controls
- WFE capex volatility
Indicators to watch
- Monthly equipment imports
- Tender data
Related reports(9)
- State of the Union: raising estimates, industry TAM doubling to $3.2tn CY30Bank of America · BofA Global Research · 2026-09-14
- Greater China Semis: Aug: IC import/export value +83.6%/+129.8% YoYGoldman Sachs · 2026-09-14
- Industry Semis skimmedDeutsche Bank · 2026-09-15
- ASML: SDC Key Takeaways - 110 LNA EUV units is not a supply cap in 2028Bernstein · 2026-09-15
- BESl: SDC Key Takeaways - HBM yield still being worked on but adoption trend unchangedBernstein · 2026-09-15
- ARM: SDC Key Takeaways - AGl CPU well on trackBernstein · 2026-09-15
- Packaging substrate shipments up 68% y-yNomura · 2026-09-15
- AccoTest (688200.SS): STS8600 in expansion; riding on growing local GPU; NeutralGoldman Sachs · 2026-09-14
- Fujitsu (6702.T): To launch sales of in-house CPU MONAKA/Al server MONAKA Server, with earnings contributions from FY3/28Goldman Sachs · 2026-09-14
AI data center power infrastructure and 800VDC transition
5 Related reports
Key views
Goldman Sachs lowered 2030 800VDC penetration in new US data centers from 25% to 21%, and in Europe from 20% to 17%. Because max power demand for AI inference racks is only approx. 150kW, traditional architectures remain viable. Experts believe 800VDC is unlikely to be applied in most inference scenarios. More likely upgrade direction is liquid cooling. NVIDIA Kyber NVL144 rack reportedly delayed from 2027 to 2028. Full 800VDC will not appear at least within the next five years.
The traditional architecture remains a larger and potentially higher-margin market: non-AI data centers account for two-thirds of the installed base by 2032 (approx. 17% CAGR, currently approx. 83%), while AI accounts for one-third (35% CAGR); Microsoft plans up to 38GW of installed capacity in 2032 (approx. 20% CAGR); Legrand, which has not announced SST development, is expected to benefit from sustained demand for traditional architectures.
Transition drives up equipment value: By 2030, the total power chain value for AI training is approx. $4mn/MW ($1.7-$1.8mn in 2025), and for AI inference approx. $2.6mn/MW ($1.4mn in 2025); in a favorable environment, the earnings CAGR of electrical equipment companies may remain at approx. 20-25%.
SST prices are approx. $400-$500k/MW with limited manufacturing scale; solid-state breakers require microsecond-level interruption and cost approx. $600k/MW (approx. five times existing levels). Hyperscaler SST RFPs are viewed as tests of price and scale sensitivity; after technology selection, evaluating orders still requires 12-18 months, with large-scale deployment no earlier than 2029; Delta is piloting 5MW SST in Asia, Eaton plans to provide 2MW samples by end of 2026, GE Vernova expects to launch SST in 2027, while Schneider/Vertiv/ABB offer transitional rectifiers and medium-voltage UPS.
Goldman Sachs forecasts the global >10MVA power transformer market will grow from $27bn in 2026E to $48bn in 2035E, driven by data center power demand, emerging market infrastructure, developed market replacement, and renewable energy integration; Chinese companies' overseas share rose from 5% in 2022 to 21% in 2026E and 25% in 2035E; Sieyuan's overseas share rose from 2% to 7%, with revenue increasing from $0.5bn to $3.2bn; Buy rating with a target price of Rmb204.5 (implying 4.0x P/S for overseas business).
Akamai has signed multi-year CIS commitments exceeding $2.8bn; contracted projects alone can accelerate growth from mid-single digits to high single digits next year, with project pipeline extending to 2028; large compute projects generate $0.50-$1.00 recurring revenue per $1 capex, operating margins of mid 20%-mid 30%, and payback periods of 2-3 years; power and hosting capacity, rather than demand, are the primary constraints; AI also expands the sales funnel for security businesses.
Deutsche Bank warns that power and industrial equipment bottlenecks may limit data center deployment: lead times for 15kV medium-voltage switchgear are 52-80 weeks, and for 5-50MVA transformers are 75-110 weeks; gas turbine backlog reached 116 GW in Q2 2026 while current annual production is approx. 20 GW, with data centers accounting for approx. 20% of the backlog.
Current market environment
AI inference growth is stronger than expected and power density requirements are significantly lower than for training; enterprise clients bear most inference loads and prioritize cost efficiency more, extending the applicability period of traditional power supply architectures; the transition will be gradual, with near-term adoption more likely on the server side using 800VDC, while network, storage, and lighting retain traditional systems.
Future market changes
Large-scale SST deployment
No earlier than 2029
Triggers
- Hyperscaler SST RFP pricing test completed
- Technology selection
Transmission channels
- Selection
- 12-18 months to evaluate orders
- Volume ramp-up
Indicators to watch
- SST orders
- Kyber rack timeline
Invalidation conditions
- Inference load maintains low power density
- Liquid cooling substitution
Institutional disagreements
Akamai valuation and operational signals
Different views
- Operational: $2.8bn signed CIS commitments, AI tailwinds for security business, clear unit economics
- Goldman Sachs valuation: Reiterate Sell with $93 target price (26x forward FCF, implying 12.9% downside); upside risks include security business growth exceeding 10% before 2027, improved compute capex efficiency, or significant upside in inference cloud
Opportunities and risks
Traditional power equipment makers
Consensus opportunity800VDC slowdown extends the window for high-margin traditional equipment, rising value per MW amplifies revenue elasticity
Potential beneficiaries
- Legrand
- Schneider Electric
- Vertiv
- ABB
Risks
- 800VDC acceleration
- New entrants (Enphase/SolarEdge)
Indicators to watch
- Data center orders
Chinese transformer exports
Emerging opportunityTransformer customization and labor-intensive production make the global shortage more severe than other grid equipment
Potential beneficiaries
- Sieyuan Electric (Buy Rmb204.5)
Risks
- Overseas execution and margins below expectations
- Data center construction slowdown
Indicators to watch
- Overseas orders and share
Related reports(5)
- Europe Multi-Industry: Expert call takeaways on Nvidia 800VDC implications for electrical equipmentGoldman Sachs · 2026-09-15
- Europe Multi-Industry: Expert call takeaways on Nvidia 800VDC implications for electrical equipmentGoldman Sachs · 2026-09-15
- China Grid Tech: China going global - Power TransformersGoldman Sachs · 2026-09-14
- Akamai Technologies Inc. (AKAM): Communacopia + Technology 2026 — Key TakeawaysGoldman Sachs · 2026-09-14
- Industry Semis skimmedDeutsche Bank · 2026-09-15
AI software, enterprise adoption, and internet platforms
6 Related reports
Key views
Bernstein believes enterprise AI adoption is primarily constrained by data limitations, governance, risk, compliance, and internal implementation issues rather than frontier model progress; most enterprise applications use smaller specialized models; the SaaS sector, previously down due to AI displacement concerns, may benefit from slowing AI progress; Microsoft's training exposure is relatively small and it has invested in safety guardrail capabilities, while Oracle's non-cancellable contracts provide at least 5 years of protection, but its higher training exposure makes the stock sensitive to frontier AI news.
Deutsche Bank cites Bob Metcalfe's erroneous prediction of an internet crash in 1995 and his public retraction in 1997 to illustrate that even renowned experts struggle to predict technological development; within the year, AI-related search topics shifted from SaaSpocalypse to employment and then to extinction; the economic significance of the current AI boom depends on whether expectations and hype translate into tangible results, a judgment that is inherently uncertain.
JPMorgan forecasts hyperscaler capex to increase by +70% in 2027 to over $1.5T, cumulative free cash consumption of approx. $900B in 2026-2028, with 2027 being the peak loss year, and approx. $1.1T debt financing in 2027E-2029E; Google is expected to return to positive free cash flow in 2030, Amazon in 2031; however, AI returns are materializing: AWS annualized $169B, Google Cloud $100B, with backlogs of $520B/$497B/$47B for Google/Amazon/SpaceX, and compute demand still exceeds supply.
JPMorgan: AI-driven traffic YoY +62% in 7, conversion up 60%, revenue per visit up 53%, but only accounts for low single-digit share of third-party platform traffic; agents may disintermediate in the long term but still rely on existing platforms in the short term; Alphabet Overweight $420 (2027 revenue $612B, EPS $13.67), Shopify $185, Take-Two $310 (FY27 guidance implies approx. 34M GTA VI sales, conservative), Spotify $650.
Bernstein: AWS SSO network metrics show non-AI weakness persisting from 5 to early 9; Q3 non-AI revenue YoY accelerated by approx. 50bp, but Q4 could deteriorate by up to 100bp compared to the existing approx. 150bp resistance assumption; Twilio and Cloudflare face more pronounced resistance due to limited AI exposure; however, OpenAI revenue QoQ +18% in Q2, Anthropic ARR exceeded $65B in 7, accelerating AI-native token consumption can partially offset traditional workload weakness.
Bernstein's Perplexity notes: Positioned as an AI orchestration platform coordinating 24 frontier and open-source models, Perplexity Computer supports 600+ data connectors and answers over 15 hundred million questions monthly; auditability and enterprise controls are core to financial applications, automation and dynamic arguments have the greatest impact on investment teams, and Brain memory layer and Skills templates form reusable organizational assets.
Goldman Sachs: Meitu's MVLAND monthly ARPU reached Rmb220, high-ARPU overseas paying users drove subscription rate from 5.5% in 1H25 to 6.5%, photo/video design revenue +31%, expected 2H26 revenue +24%; however, net profit for 2026-28E cut by 7%/6%/7% reflecting lower traditional product revenue and weakening gross margins; maintain Buy, DCF target price lowered from HK$12.3 to HK$10.8 (implying 155.9% upside).
Current market environment
Internet sector market-cap weighted index underperformed S&P by 500 YTD, only approx. one-third of covered stocks rose, small-cap companies -19% performance was especially weak, reflecting AI investment costs and execution divergence; frontier model competition dynamics are changing, with Anthropic and OpenAI leading, followed by Meta, Grok, Moonshot AI, etc.
Future market changes
AI capex financing pressure emerges
2027 is the peak year for free cash losses
Triggers
- Capex exceeds $1.5T
- Approx. $1.1T debt financing supply
Transmission channels
- Debt financing
- Bond spreads under pressure
- Depreciation and margin pressure
Indicators to watch
- Timing of positive free cash flow (Google 2030, Amazon 2031)
Invalidation conditions
- AI monetization acceleration covers expenditure
Institutional disagreements
AI capex sustainability
Different views
- JPMorgan: Monetization evidence (AWS $169B, backlog $520B/$497B) balances financing concerns, compute demand exceeds supply
- JPMorgan same report: 2027 is the peak year for free cash losses, $1.1T debt financing constitutes pressure
- Deutsche Bank: Whether AI expectations materialize is inherently uncertain, historical technology predictions frequently miss the mark
Opportunities and risks
Internet names with above-average growth and below-average valuations
Emerging opportunityGrowth-valuation mismatch amid sector divergence offers stock-picking opportunities
Potential beneficiaries
- Meta
- Uber
- Lime
- Coursera
- Offerpad
Risks
- AI investment costs
- Execution divergence
Indicators to watch
- Quarterly growth
SaaS sector valuation repair
Emerging opportunityEnterprise AI bottleneck lies in implementation rather than model capability, SaaS vendors do not rely on the most frontier models, slowing frontier innovation has limited impact on their spending
Potential beneficiaries
- Enterprise SaaS vendors
Risks
- Frontier model breakthrough changes landscape
Indicators to watch
- Enterprise AI spending
Related reports(6)
- Global Software Quick Take: The impact of slowing frontier model innovation is not about spending; it's about safetyBernstein · 2026-09-14
- AI doom: A brief history of bad tech predictionsDeutsche Bank · 2026-09-15
- Internet Large Cap Internet Small and MidcapJPMorgan · 2026-09-16
- U.S. Internet & U.S. SMID-Cap SoftwareBernstein · 2026-09-15
- Gen Al in Asset Management: Chat with Perplexity - Key Takeaways & ReplayBernstein · 2026-09-15
- Meitu (1357.HK): Al productivity tools and overseas markets to drive Subscription growth; 1H26 largely in line; BuyGoldman Sachs · 2026-09-14
Chinese companies globalization: Share expansion from periphery to core
4 Related reports
Key views
Goldman Sachs forecasts Chinese companies' overseas share in 11 case industries will rise from average 18% in 2026E to 31% in 2035E, with revenue growth of 3.6x, but annual average share gain will slow from historical 2.5ppt to 1.4ppt, as expansion targets core segments of existing enterprises, and brand, service network, and regulatory verification barriers make progress slower and harder.
Chinese companies' 2026E share: Emerging markets 24%, EU 16%, US 10; over 70% of industries started from emerging markets, over 80% entered from low-end segments; late-mover industries like autonomous taxis and surgical robots have the largest incremental opportunities, with combined revenue reaching 4.6x current levels.
Chinese companies entered with an average 30% price discount, but in 11 industries, prices rose in 7 after entry and fell in only 2, challenging the view that overseas expansion inevitably leads to deflation; price cuts are more closely associated with revenue contraction or share pressure rather than Chinese entry itself; robot vacuums and European cars are the most urgent deflation risk industries.
Capital markets punish existing enterprise revenue pressure faster than rewarding Chinese companies' overseas growth; selected Chinese companies' average implied P/Sales(2035E) is only 1.6x, white goods, European cars, autonomous taxis, and European e-commerce are below 1.0x, valuations have not fully reflected overseas growth opportunities.
Durable consumer goods: Non-China HVAC TAM grows from $149bn in 2026E to $228bn in 2035E, white goods from $137bn to $208bn (approx. 5% CAGR), Chinese share rises from 12% to 20% and 23% to 32% respectively; robot vacuum TAM grows from $6.4bn to $13bn (approx. 8% CAGR), developed market penetration is only approx. 20%, Chinese share rises from 63% to 82%, Roborock's share rises from 24% to 33% vs Ecovacs' 16% to 23%; Midea/Haier/Roborock Buy (Rmb103/HK$119, Rmb29/HK$31, Rmb190), Gree Neutral (Rmb41), Ecovacs Sell (Rmb56).
Automotive: European passenger car market sees only mild growth (16.4mn units in 2026E to 17.5mn units in 2035E), Chinese automakers' share rises from 17% in 2026 to 23% in 2035E, BYD and Leapmotor reach 8% and 3% respectively, with European revenue of $34bn and $14bn; BYD's European business is already priced at 1.7x P/S (overseas per-unit profit over Rmb20,000, approx. 21% of 2035E earnings) while Leapmotor is only 0.2x, not fully reflected; both are Buy (BYD A-share Rmb137/H-share HK$134, Leapmotor HK$55).
Grid equipment: Chinese companies' overseas transformer share rises from 5% in 2022 to 21% in 2026E and 25% in 2035E, Sieyuan's overseas revenue increases from $0.5bn to $3.2bn, rising overseas share is a key component of its valuation opportunity.
Current market environment
Moat comparison: Daikin maintains 22% non-China HVAC share and premium pricing in 2026, while iRobot's share falls from 44% in 2017 to 15% in 2025; existing enterprises' service density, installed base, and ecosystem capabilities determine defense in core markets.
Future market changes
Disruptive expansion in late-mover industries
By 2035
Triggers
- Low share, high TAM growth
- Channel and regulatory verification breakthroughs
Transmission channels
- Starting from emerging markets
- Entry via low-end segments
- Core segment penetration
Indicators to watch
- Annual share data
Invalidation conditions
- Brand/service barriers slow annual average gain to below 1.4ppt
Institutional disagreements
Does overseas expansion bring deflation?
Different views
- Traditional view: Chinese entry brings price pressure
- Goldman Sachs: Prices rose in 7/11 industries after entry, only 2 saw price cuts, price cuts more associated with revenue contraction than Chinese entry itself
Degree of European business valuation reflection
Different views
- BYD European business already priced by market at 1.7x P/S
- Leapmotor European business only 0.2x P/S, expected contribution not fully reflected
Opportunities and risks
Globalization leader portfolio
Consensus opportunityValuations not fully reflecting overseas growth opportunities, implied P/Sales(2035E) only 1.6x
Potential beneficiaries
- Midea (Rmb103/HK$119)
- Haier (Rmb29/HK$31)
- Roborock (Rmb190)
- BYD (Rmb137/HK$134)
- Leapmotor (HK$55)
- Sieyuan (Rmb204.5)
Risks
- Overseas expansion slower than expected
- Tariff and policy risks
- Intensifying EV competition
- Stellantis partnership uncertainty
Indicators to watch
- Overseas revenue mix
- Channel expansion (e.g., Roborock entering US Costco/Walmart)
Related reports(4)
- China's great Go Global expansion - From peripheral to coreGoldman Sachs · 2026-09-14
- China Consumer Durables: China going global - HVAC,White goods, RVCGoldman Sachs · 2026-09-14
- China Automobiles: China going global- AutoGoldman Sachs · 2026-09-14
- China Grid Tech: China going global - Power TransformersGoldman Sachs · 2026-09-14
Automotive: China NEV order recovery, European premium OEM pressure, and US truck demand
4 Related reports
Key views
Goldman Sachs: Key NEV OEMs' combined orders in Week 37 of 2026 MoM +32%, YoY +1%, driven by new model launches and promotions; Xiaomi/Tesla/Geely orders MoM +724%/+67%/+38% (Skynomad N70/N90 launch, Model 3/Y incentives, Galaxy TT EV); NEV retail/wholesale penetration on 1-6 of 9 was 71.5%/75.1%, higher than 65.3%/63.4% in 8, while overall passenger car retail YoY -19% highlights NEV relative strength.
Price competition continues: As of 12 of 9, average NEV dealer discount 7.80% expanded MoM (lower than 8.49% a year ago), BYD 4.06%, ICE 19.98% both expanded MoM; battery-grade lithium carbonate fell to RMB143.5k/ton MoM -5.0% while cell prices remained flat, constituting a backdrop of upstream cost easing.
China's smart connected NEV 15th Five-Year Plan proposes NEVs to account for 70% of passenger car sales in 2030, promoting supply-side discipline, capacity control, exit of inefficient participants, and industry consolidation; slowing discount spiral provides tactical relief for German premium brands unwilling to chase volume at current prices, but consolidation may strengthen better-capitalized, vertically integrated local leaders, structural challenges remain unresolved.
European premium OEMs weak in China: Implied China retail revenue YoY for Mercedes/BMW/Porsche in 8 was -41.7%/-31.7%/-41.2%, with both volume and price falling; however, Mercedes GLC monthly sales approx. 1,500 units, localized GLE ramping up, BMW iX3 pre-orders positive (including Li Auto owner demand), order conversion depends on test drives and L2++ system credibility; Goldman Sachs maintains Buy on all three (€67/€82/€53).
Morgan Stanley: US premium truck and SUV demand not clearly weakening; GM expects earnings growth in 2027 (truck cycle, lower EV losses, warranty improvement, digital revenue, and defense), software and services with $3bn recognized revenue + approx. $7.5bn deferred revenue by end of 2026 is the biggest valuation release opportunity, Overweight $101; Rivian R2 demand not primary concern (Launch Edition conversion exceeded expectations) but Tier 2/3 supplier readiness is ramp constraint, Underweight $14; Scout differentiates with EREV (87% pre-orders are EREV) delivering in 2028.
Goldman Sachs maintains Buy on BYD (A-share Rmb137/H-share HK$134) and Leapmotor (HK$55), noting risks including intensifying EV competition, slower-than-expected overseas expansion, external battery supply below expectations, Stellantis partnership uncertainty, and overseas policy risks such as tariffs.
Current market environment
Order divergence YTD: Nio +34%, HIMA +14%, XPeng -4%; dense catalysts include BYD Denza N8L and Formula S, Li Auto i9, XPeng G9L launches, plus OEM sales on 1 of 10 and CPCA data release on 10-11 of 10.
Future market changes
European OEM new car conversion validation
Short to medium term
Triggers
- BMW iX3 test drive and L2++ system credibility
- Localized GLE ramp-up
Transmission channels
- Pre-orders
- Test drive conversion
- Sustainable sales volume
Indicators to watch
- Monthly retail revenue
Invalidation conditions
- Order conversion failure
Institutional disagreements
Rivian outlook
Different views
- Demand side: With R2 starting price around $57k, Launch Edition conversion rate exceeded expectations, and test drive events were approximately double.
- Morgan Stanley rating perspective: Underweight $14; supplier readiness (especially Tier 2/3) is a ramp-up constraint, and it needs to be proven that scaling can translate into sustainable profitability.
Opportunities and risks
GM Software and Buybacks
Emerging opportunitySoftware & Services 2026 year-end $3bn recognized revenue + $7.5bn deferred revenue represents the largest valuation release opportunity; after EV production capacity adjustments in 2026 reduce cash burden, the $6.5bn buyback assumption has significant upside potential.
Potential beneficiaries
- GM (Overweight $101)
Risks
- Tariffs
- DRAM and commodity costs
- Fuel logistics inflation
Indicators to watch
- Software revenue recognition
- Decline in EV losses
Related reports(4)
- 2026 Week 37-Weekly order +32%/+1% wow/yoy on new model launches and promotion activities,NEV retail/wholesale penetration 72%/75% in Sep MTDGoldman Sachs · 2026-09-15
- Company Snapshot Aug-26: Key launches start to materialise amid an orderly market push,yet structural pressure persistsGoldman Sachs · 2026-09-16
- Laguna Day 1: Demand Is Defying Gravity | The Race to Autonomy & Electrification Is OnMorgan Stanley · 2026-09-16
- China Automobiles: China going global- AutoGoldman Sachs · 2026-09-14
Biopharma: Stock selection at high valuations, patent cliffs, and AI R&D
4 Related reports
Key views
HSBC believes Biopharma sector valuations have risen to decade highs (excluding Lilly and Novo); returns over the next 12 months should rely more on bottom-up stock selection rather than broad industry re-rating. The firm lowered the additional risk premium for the sector from 75bp to 25bp and raised target prices broadly, but emphasized that low valuations do not necessarily mean cheapness; the key lies in whether companies can improve their medium-term growth trajectory.
HSBC points out that peak sales of drugs facing patent cliffs in 2025-29 exceed $200bn in aggregate, and the LOE scale in 2030-34e is even larger. If replacement revenues lack franchise fit, consensus may underestimate downside risks. New products in adjacent therapeutic areas can leverage existing commercial infrastructure, physician networks, and payer access, making limited incremental sales generate disproportionate earnings and stock price sensitivity.
HSBC's analysis of over 250 M&A and licensing deals since 2019 found limited evidence of consistently beating expected clinical success rates. M&A is not a panacea for patent cliffs; the firm prefers assets that can be integrated into existing therapeutic moats. It expects recent deal flow to remain primarily from China, with regional manufacturing deals potentially increasing. It also warns against hot-hand bias, noting that clinical success rates should first be evaluated by therapeutic area and trial design.
HSBC individual stocks: Maintains Buy on AbbVie/J&J/Merck/Bayer/Sanofi ($315/$320/$172/€65/€100), citing manageable patent cliffs, accelerating growth, pipeline refreshment, litigation resolution potential, and undervalued transformation options, respectively. Maintains Reduce on Eli Lilly ($850 raised to $940, oral obesity drug assumptions too optimistic, intensifying competition). Downgrades Amgen from Buy to Hold ($425, key pipeline drivers only materialize in late 2027). Upgrades Novartis from Reduce to Hold (CHF110).
Deutsche Bank believes the greater structural opportunity in AI pharma lies in R&D (target selection, molecular design, trial design, patient identification). AI projects show significantly higher Phase I success rates than non-AI projects, and in 2023-2025, this no longer comes at the cost of poor Phase II results. However, there are too few cases entering late-stage conversion to assess Phase III success rates. The termination of two AI-designed drugs by Exscientia and BenevolentAI in Phase II suggests that 80-90% Phase I success rates do not eliminate late-stage failure risks.
European Big Pharma AI deployment: GSK becomes the first company to officially announce partial AI-driven cost cuts. Roche acquires PathAI with an upfront payment of $750m and up to $300m in milestones. Sanofi improves target identification efficiency by 20-30% and halves mRNA design time. Isomorphic Labs completes $2.1bn Series B and launches IsoDDE (claims accuracy more than twice AlphaFold3 but not formally peer-reviewed). Open-source Boltz-2 correlation coefficient is 0.65 with 1,000x improvement in cost and speed.
Nomura WCLC 2026 data: DualityBio/BioNTech's DB-1311+BNT327 showed ORR of 70.4% and DCR of 93.0% in 71 SCLC patients (first-line ORR 92.3%). Leads Bio's LBL-024 first-line NSCLC ORR increased from 65.0% to 71.0%, squamous subgroup 87.1%, 6-month PFS rate 86.7%. RemeGen's RC148 squamous ORR was 90.0%, with high response rates even in PD-L1 TPS<1% patients. Maintains Neutral on RemeGen (A-share CNY119.71/H-share HKD89.44).
Morgan Stanley Healthcare Conference: Pharvaris' oral deucrictibant shows potential for efficacy close to injectables; 1Q27 CREAATE top-line and NDA combined. Monopar will complete rolling NDA for ALXN1840 and receive Rare Pediatric Disease designation. Atea's C-BEYOND met SVR12 primary endpoint (8-week regimen cure rate 94-95% non-inferior to 12-week Epclusa), NDA target mid-2027. Adagene expects to announce randomized Phase 2 of ADG126 combined with pembrolizumab in 1H27 (small sample response rate 15-36% vs historical PD-1 monotherapy approx. 0%).
Current market environment
NVIDIA 2026 1 report shows healthcare AI usage rose YoY from 63% to 70%, but data issues, regulatory concerns, and skill shortages are major implementation challenges. FDA and EMA are converging on risk-based principles but diverging in pathways (FDA flexible case-by-case vs EMA structured tiering), potentially leading to higher costs and compliance burdens. Pharma companies are using databases like UK Biobank and FinnGen to train models, where longitudinal multimodal data access constitutes a differentiated moat.
Future market changes
Late-stage validation of AI pharma
By 2027
Triggers
- AI projects entering Phase III
- Appearance of approved cases
Transmission channels
- Phase I advantage
- Validation of late-stage success rates
- Business model and valuation re-rating
Indicators to watch
- Phase III conversion rate
- Number of approvals
Invalidation conditions
- More Phase II/III termination cases
Institutional disagreements
Eli Lilly
Different views
- Market: High growth expectations for oral obesity drugs
- HSBC: Reduce rating (target price $940); oral obesity drug assumptions are too optimistic, competition is intensifying, and growth may slow. It is the least favored coverage name.
Clinical catalyst risk-reward
Different views
- HSBC: High-volatility binary catalysts typically offer unattractive risk-reward profiles; the market may underestimate tail downside and pay excessive prices for binary upside.
- Morgan Stanley and Nomura: Conference catalysts and clinical data (WCLC, NDA filings, Phase 3 readouts) remain core drivers for individual stocks.
Opportunities and risks
Patent cliff defensive big pharma
Consensus opportunityHSBC's five Buy-rated stocks each possess manageable patent cliffs, accelerating growth, pipeline refreshment, litigation resolution potential, and undervalued transformation options
Potential beneficiaries
- AbbVie
- Johnson & Johnson
- Merck
- Bayer
- Sanofi
Risks
- LOE scale exceeding expectations
- Replacement revenue lacking franchise fit
Indicators to watch
- Medium-term growth trajectory
Related reports(4)
- To infinity and beyond...HSBC · 2026-09-10
- Industry EU PharmaceuticalsDeutsche Bank · 2026-09-14
- Data readout of China assets in WCLC 2026 (2)Nomura · 2026-09-15
- MS Healthcare Conference Highlights – Day 2: ASND, PHVS, MNPR, AVIR, and ADAG.Morgan Stanley · 2026-09-16
Financials: Bank capital, broker-dealer flows, payments, and investment banking
5 Related reports
Key views
Goldman Sachs is bullish on large banks: Slowing balance sheet expansion helps preserve capital and limits RWA growth. Large banks have completed recapitalization, enhancing capital positions and supporting dividend sustainability. Additional capital will not translate into significantly faster loan growth in the current demand environment. Maintains Buy on China Construction Bank and Bank of China.
Deutsche Bank reiterates Buy on Robinhood, raising target price from $136 to $138 (based on 2027 EPS and forward P/E of 90% premium to S&P 500). Designated as top online broker growth pick (implying approx. 23% upside). Mixed signals in 8 metrics: Crypto trading volume rose MoM (App $7.4bn, Bitstamp $10.1bn), options and event contracts run-rate above expectations, but net inflows of $4.0bn, margin clients of 28.6mn, and net securities lending income of -$8mn missed expectations. 3Q26 EPS raised from $0.57 to $0.58, and 2027 from $3.48 to $3.53.
Robinhood Chain and Arbitrum revenue sharing agreement increases sequencer revenue retention to 70%-85%. By 4Q, it could become a $100mn annualized business, giving the company approx. 14 business lines with annual revenue over $100mn by end of 2026. Combined with prediction markets (pending SEC review), international expansion (UK, Canada, Singapore, Indonesia), and AI agentic trading, these constitute diversified long-term revenue sources.
Goldman Sachs: SCHW 8 month NNA of $64.7bn equates to approx. 6.0% annualized organic growth, exceeding forecast by 141bp. Client cash stable excluding long-short flows, margin balances +4.5% MoM and +92% YoY. Reiterates Buy on $128 (approx. 18x Q5-Q8 EPS). However, tightening of long-short account requirements starting 9 16 (minimum deposit raised from $1m to $10m) will slow NNA growth, with full impact reflected in 10, posing a temporary headwind to AQR wealth channel flows.
Goldman Sachs: Consumer and corporate spending stable through 8. Visa US payment volume +10% last quarter, cross-border +14%; Mastercard 8 month metrics strong. Agentic platforms like Meta Muse center on bank cards, allowing Visa/Mastercard to benefit directly via fraud prevention and tokenization, temporarily alleviating concerns about card payment disruption. Prefers card networks (Visa $438, Mastercard $701), BNPL (Affirm, Klarna), and consumer fintech (Block added to Conviction List, Chime $37, Toast Buy). Maintains Sell on PayPal (brand checkout growth may slow to 1-2%), Shift4 Neutral with target price lowered to $47.
JPMorgan forecasts global investment banking 3Q26 market business revenue +10% YoY (US +18%, Europe +2%). Equities business +21%, FY26 equity sales & trading revenue +29% hitting record high (driven by prime brokerage), FICC flat YoY. Management guidance is conservative with upside potential. UBS and Deutsche Bank added to European preferred list (2028E P/E 10.7x/7.6x vs US 14.5x gap expected to narrow). However, 2H26 market business revenue expected -23% QoQ.
Current market environment
Dealogic shows YTD 3Q investment banking fees -9% YoY (ECM +14%, DCM -12%, M&A -15%), but JPMorgan still forecasts 3Q26 fees +7% and FY26 +23%, as advisory revenue recognition depends on deal closing timing. European banks have lower exposure to AI themes and commodity FICC than US peers, but Deutsche Bank Q3 FIC consensus (-3%) is considered conservative.
Future market changes
Large IPO cycle
2026-27
Triggers
- Expected large IPOs and related financing and secondary market transactions
Transmission channels
- IPO
- Underwriting fees and transaction revenue
- Expansion of capital markets revenue pool
Indicators to watch
- IPO pipeline
Invalidation conditions
- Market volatility delaying issuances
Institutional disagreements
Payments sector stock selection
Different views
- Goldman Sachs: Card networks (Visa/Mastercard), BNPL, and consumer fintech benefit from stable spending and agentic commerce
- Same institution: PayPal Sell (brand checkout growth may slow to 1-2%), Shift4 Neutral with target price cut; processors and bank tech more selective
Opportunities and risks
European bank valuation convergence
Emerging opportunityUBS 2028E P/E 10.7x and Deutsche Bank 7.6x vs average US investment bank 14.5x valuation gap is too large and will narrow
Potential beneficiaries
- UBS
- Deutsche Bank
Risks
- European banks have lower AI and commodity FICC exposure than US peers
- 2H26 seasonal slowdown
Indicators to watch
- Quarterly FIC revenue
Related reports(5)
- Aug TSF growth driven by stronger bond financing; bank credit demand remained subduedGoldman Sachs · 2026-09-14
- Key Takeaways from HOOD meetings in London, August Metrics & QTD TrendsDeutsche Bank · 2026-09-14
- Americas Brokers & Asset Managers: SCHW August monthly metrics mostly positive, with robust NNA, stable cash and lower tradingGoldman Sachs · 2026-09-15
- Payments and Fintech: Communacopia + Technology 2026— Key TakeawaysGoldman Sachs · 2026-09-14
- Global Investment BanksJPMorgan · 2026-09-16
Consumer & Retail: Differentiation within resilience, pricing strategies, and luxury affordability
4 Related reports
Key views
Goldman Sachs Walmart notes: Overall consumer resilience, solid back-to-school demand, but low-income households under pressure from SNAP cuts, high oil prices, and beef inflation; behavior starts changing when national average gas price exceeds $4. In 2Q, qualified for $2.9bn tariff refund and received most of it. Launched over 11,000 price reductions in US business (1Q end 7,200 items). Unit sales inflection point driving share gains; member spending is 4x non-members. Maintains Buy on $132 (21% upside).
Goldman Sachs Global Consumer Conference: Consumers resilient but more cautious and selective. US environment more constructive than EMEA and LatAm. Purchase decisions revolve around specific goods and value orientation. Pricing divergence—some companies reinvest tariff refunds and lower interest rates into prices to strengthen value gaps, while others offset inflation through price hikes and surcharges. Fuel, freight, crude oil, metals, and gold constitute key emerging cost headwinds.
Companies emphasize diversified growth engines: Aramark expects data center-related Nexus business to grow to approx. $2-3bn in coming years. Chewy Autoship accounts for over 84.6% of sales. Trex reaffirms 2030 $2bn revenue target. Capital allocation increasingly focused on growth reinvestment and share buybacks, with higher M&A hurdles.
Goldman Sachs Nielsen data: US beauty & personal care sales +2.6% in four weeks ending 9 5 (volume -2.8%, price/mix +5.6%). Skincare +5.3% accelerating while health category -2.7%. L'Oréal +3.7% driven by volume +4.0% (L'Oréal Paris +8.0%, La Roche-Posay +32.2%) outperforming market. Beiersdorf -6.3% (Coppertone -20.6% vs sunscreen market +9.8%). Henkel laundry -2.4% continuing to lose share (Persil -5.2%, Purex -8.4%) confirming Sell logic. Nielsen covers only approx. 40% of market, potentially underestimating actual growth.
Bernstein believes Louis Vuitton's core constraint is affordability rather than appeal: Full-size handbag entry price €1,550, ASP approx. €2.2k exceeds most aspirational consumers with annual spending below €1.5k. Only 6% of SKUs online are below €1.5k (Gucci 27%, Burberry over half). Due to paused China recovery and Molly Tea IP dispute triggering consumer backlash, lowered F&LG 3Q26E organic growth from +1% to -4%, FY26E to -0.6%. EPS cut by 2.5%/3.5% for two years. Target price lowered from €570 to €520 but maintains Outperform.
Current market environment
Growth driven by price rather than volume, with category differentiation: Skincare accelerating while health weak. Haleon US -2.5% (toothpaste +5.7% exception). Reckitt ex-Essential Home -7.8% losing share broadly in infant formula, VMS, and home cleaning.
Future market changes
LV entry price trial
Medium term (requires 2-3 quarters to form sustained demand)
Triggers
- €1.3-1.4k full-size handbags paired with new product launches
Transmission channels
- Lower entry price
- Expanded consumer recruitment
- Handbag sales +5.0%
- Leather goods revenue +3.1% to €14.842bn
Indicators to watch
- Low-price SKU proportion
- F&LG organic growth
Invalidation conditions
- Product mix dilution eroding brand uniqueness
Institutional disagreements
Retail pricing strategy
Different views
- Some companies: Reinvesting tariff refunds and lower interest rates into prices to strengthen value gaps
- Other companies: Offsetting inflation through price hikes and surcharges
Opportunities and risks
Walmart value proposition
Consensus opportunityTariff refunds support price investments to strengthen value proposition; share gains and improved profitability support robust earnings growth in 2026
Potential beneficiaries
- Walmart (Buy $132)
Risks
- Low-income consumer pressure
- Gas prices over $4 changing behavior
Indicators to watch
- Unit sales trend
- Share data
Related reports(4)
- Walmart Inc. (WMT): Takeaways from the Walmart dinnerGoldman Sachs · 2026-09-14
- Global Consumer and Retail Conference 2026—Day1TakeawaysGoldman Sachs · 2026-09-15
- US Nielsen: 'Oréal accelerates in August; Henkelloses share in laundryGoldman Sachs · 2026-09-15
- Global Luxury GoodsBernstein · 2026-09-15
Transportation & Airlines: Fuel shock, rate quality, and rail merger regulation
1 Related reports
Key views
Bernstein: WTI closed at $100.26 (week +9.6%), Brent $104.69 (+8.7). Refinery utilization 97.8%, distillate inventories below same period last year by 11.9%. Diesel and jet fuel crack spreads expected to remain elevated; relief relies on imports or demand destruction. Distillate crack spread widened week-on-week by $1.70 to $100.91 while gasoline fell by $12.31 to $31.22. Should not use blended 3:2:1 crack spread to adjust transportation models; should re-evaluate Q3 fuel based on current forward curve.
Truck spot rates rising across all equipment types, but fuel accounts for over half of box truck increase and entire flatbed increase; not viewed as evidence of improved pricing power. Freight rate recovery driven by supply factors like capacity contraction rather than true demand. Rail traffic +13.8% weekly mainly reflects low base (YTD +3.6%). Models should maintain constrained tonnage and load factors.
8 PPI +5.4% YoY above 5.3% consensus. 2-year US Treasury 4.56%, 10-year 4.96%. Transportation companies face dual pressure of fuel costs on earnings and higher discount rates on valuations. Rail stocks underperforming for third consecutive week attributed to interest rate duration sensitivity rather than deteriorating weekly operational data. Interest rates, not merger news, are the more critical variable for rail stock entry timing.
UP-NS Merger: 3 Class I railroads and 11 shortline railroads, among 19 respondents, raised 21 demands, many of which are mutually competitive, reiterate remedies previously rejected by the STB, or shift profits between operators. Bernstein believes no demand is high enough to jeopardize approval; the primary risk is the regulatory timeline (including contingent matters such as Norfolk Southern's option on CPKC's Dallas terminal), with the complete application deadline on 2026/11/18.
During the week when crude oil rose 9.6%, the four major US airlines fell an average of only about 1%. This resilience stems from prior valuation de-rating and positioning rather than fundamental improvement; the Delta-Hyatt reciprocal membership partnership is expected to have minimal impact on short-term RASM but can reinforce its premium revenue positioning at very low incremental capital cost, with membership advantages more pronounced relative to American and United.
The Alibaba-DHL AI logistics memorandum of understanding targets cross-border SME trade (the high-yield international business served by UPS and FedEx). It is not viewed as a near-term earnings event but creates structural pressure on international export yields. In upcoming results, yield rather than volume will be the more important competitive metric.
Current market environment
In the upcoming conference call, comments on Q4 unit revenue and the $100 fuel assumption will test whether airline resilience can persist; the 9 month transportation services PPI is the indicator for testing whether pricing can keep pace with costs.
Future market changes
UP-NS Merger Regulatory Process
Until the application deadline on 2026/11/18 and thereafter
Triggers
- Complete Application Submission
- STB Review Procedure
Transmission channels
- Regulatory Timeline
- Merger Timing
- Investment Thesis Realization
Indicators to watch
- STB Procedural Milestones
Invalidation conditions
- Significant timeline extension delays thesis realization
Institutional disagreements
Quality of Freight Rate Recovery
Different views
- Surface: Spot rates rising across all equipment types
- Bernstein: Fuel contributes most of the increase; recovery is supply-driven rather than demand-driven; models should remain tonnage-constrained
Opportunities and risks
Delta Premium Revenue Positioning
Emerging opportunityHyatt reciprocal membership partnership reinforces premium revenue positioning at very low incremental capital cost; membership advantages are more pronounced relative to American/United, providing differentiated support amid headwinds in fuel costs
Potential beneficiaries
- Delta
Risks
- Fuel Costs
- Interest Rates
Indicators to watch
- RASM
- Q4 Unit Revenue Comments
Related reports(1)
Asian Macro Divergence, Monetary Policy, and Cross-Border Capital Flows
5 Related reports
Key views
Deutsche Bank forecasts Asian GDP growth of 5.5% in 2026 (higher than 5.4% in 2025), driven by the AI and semiconductor cycle, strong exports, and equipment investment. It raised India's FY27 forecast to 7.3%, Malaysia to 5.4%, Taiwan to 11.5%, and Singapore to 5.2%; however, domestic tech gains are uneven: Malaysia has translated this into strong investment, ASEAN faces a large trade deficit with China, and Vietnam and Thailand are constrained by foreign investment dependence and high import content. Vietnam's Q3 growth of nearly 9% still faces inflation, dong pressure, and bank financing constraints.
Regional tightening cycle expands: Bank Indonesia and BSP have reversed part of their easing. RBI is expected to begin hiking in 12 2026 after liquidity normalization, reaching a terminal rate of 6.25%. BNM and Bank of Thailand are expected to hike in 2027. Bank of Korea and Taiwan CBC will tighten to levels unseen since 2008. Continued fiscal support may delay disinflation and keep yields elevated, while higher US rates exert pressure. Sri Lanka is expected to hike by 50bp to 9.25% by the end of 9.
Nomura expects AI-driven semiconductor and electronics demand to support outperformance in Taiwan (2026 GDP +12.5%), South Korea (8 month semiconductor exports +209.0%), Malaysia, and Singapore. China's weak domestic demand (Q3 GDP +4.3%) and K-shaped economy limit stimulus effects. India's FY27 GDP forecast was raised to 7.0%. A reversal of the AI boom or memory chip shortages triggering commodity inflation are key risks.
BofA 9 Survey: Respondents expect Asia (ex-Japan) equities to rise +6.3% over the next 12 months (historical 89 percentile) and Japan +6.4% (94 percentile). Net 55% expect improved APAC corporate earnings (higher than 45% in 8). However, concerns about Fed re-hiking have weakened growth expectations, and China's economic outlook deteriorated significantly in 9.
BofA Survey: Four-fifths of investors stated that proven substantial AI monetization best boosts confidence in adding positions. 55% believe the positive impact of AI is already sufficiently priced in (37% in 8). Hedging against AI downside involves rotating into defensive sectors; software and platforms are seen as having the best AI risk-reward. Expectations for a stronger semiconductor cycle rebounded to 35% (still below 60% in 7). Taiwan and the US are tied as the main beneficiary markets for the next phase of the AI cycle.
Nomura Fund Flows: From 7 to 11 9, foreign funds flowed into US equity thematic funds by $2.4bn ($4.9bn month-to-date, $10.7bn in 8); bond fund outflows narrowed to $59mn. Emerging market ETF inflows rose from $1.2bn to $1.5bn, concentrated in equity funds (+$1.7bn). However, Korean retail investors net sold $490mn of US assets (equities -$667mn), and inflows into US dollar bond ETFs by Taiwanese investors were near zero, indicating declining willingness for regional retail cross-border allocation.
Current market environment
Global current activity indicators for 8 were +3.4% MoM annualized (three-month average +3.3%), developed markets +2.6%, still significantly above potential levels. Asian growth forecasts were generally revised up over the past 60 days. Japan's 8 reading was +1.3%, and 7 utilization was -1.0% of potential, down 0.7ppt from the previous value.
Future market changes
Expansion of Asian Tightening Cycle
12 2026 to 2027
Triggers
- RBI hikes after liquidity normalization
- BNM/BoT hikes in 2027
- BoK and Taiwan CBC continue tightening
Transmission channels
- Rising policy rates
- Spread and FX Pressure
- Tightening Regional Financial Conditions
Indicators to watch
- Central Bank Meeting Decisions
Invalidation conditions
- Disinflation faster than expected
Institutional disagreements
Quality of Asian Growth
Different views
- Deutsche Bank: AI cycle drives upward revision of growth forecasts
- Deutsche Bank same report: Uneven domestic tech gains; Vietnam faces inflation and bank financing constraints
- BofA Survey: China economic outlook deteriorated significantly in 9
Opportunities and risks
APAC Equities
Consensus opportunityImproved earnings revisions, return expectations at historical high percentiles; Taiwan and the US tied as main beneficiaries of the next AI cycle phase
Potential beneficiaries
- Asia (ex-Japan) Equities
- Japan Equities
- Taiwan AI Supply Chain
Risks
- Fed Re-hiking
- Deterioration of China Economic Outlook
- AI Boom Reversal
Indicators to watch
- Earnings Revision Ratio
Related reports(5)
- Fiscal Push, Monetary PullDeutsche Bank · 2026-09-14
- Global Economic Outlook MonthlyNomura · 2026-09-15
- Asia Fund Manager SurveyBank of America · BofA Global Research · 2026-09-15
- Foreign inflows into US equities remained robust but outflows from bonds slowedNomura · 2026-09-14
- Global: GS Economic Indicators Update: Financial Conditions Tighten in JapanGoldman Sachs · 2026-09-14
Commodity Fund Flows and FX Market Structure
2 Related reports
Key views
Deutsche Bank: Despite significant repricing of rates and energy, gold remains about 10% above its 6 low, supported by official sector and institutional allocation demand. Retail and ETF flows are the main channel for Fed expectations to transmit to precious metals. The persistent decoupling of gold from real rates has reduced macro fund participation. A break below $4,220/oz could trigger CTA selling of approximately 14% of maximum algorithmic positions.
Copper: The pause in US stockpiling momentum caused prices to fall, but unresolved uncertainties may recur in coming months. The market appears crowded, but directional holdings by autonomous funds are limited; unless macro headwinds intensify significantly, the risk of a sharp decline is low. If LME three-month copper breaks below $13,850/t, CTAs will stop rebuilding long positions.
Palladium: Spot inflows reached 26% of historical highs, offsetting approximately 8% of CTA selling. However, another round of approximately 9% CTA selling is expected at current levels. Price support depends on whether spot inflows can remain high; the flow balance is fragile.
Deutsche Bank FX Framework: BIS estimates daily FX turnover in 2025 at $9.5tn (swaps account for 42%, the largest instrument). In the base case, approximately 40% of adjusted turnover is profit-seeking trading. Electronic trading and internal matching improve transparency, but market fragmentation creates an illusion of liquidity. Effective spreads, slippage, and price impact better measure true liquidity than displayed depth.
FX determination is organized by horizon: short-term order flow and positioning sentiment, medium-term interest rate differentials and external balance capital flows, long-term PPP (deviation half-life 3-5 years). UIP has been rejected in the long run; arbitrage returns may compensate for negative skewness and crash risk. Backtests of carry, momentum, and value factors show DBCR annualized excess returns of approximately 4% and Sharpe ratio of 0.77. 88% of FX trades involve the USD, and 99% of circulating stablecoins are pegged to the USD; stablecoins may expand USD demand.
Current market environment
The persistent decoupling of gold from real rates has reduced macro fund participation, making retail and ETF flows marginal price setters. Official sector and institutional buying does not depend on rate expectations and can offset retail outflows in hawkish scenarios.
Future market changes
CTA Trigger Level Test
Short-term
Triggers
- Gold breaks below $4,220/oz
- LME Copper breaks below $13,850/t
Transmission channels
- Technical Level Breakout
- CTA Selling
- Price Acceleration
Indicators to watch
- CTA Position Data
Invalidation conditions
- Official Sector Buying Offset
- Spot Inflows Remain High
Institutional disagreements
Impact of Fed Hiking Path on Precious Metals
Different views
- Market prices in 3.9 hikes over the next 12 months
- Deutsche Bank: Risk leans toward Chair Warsh not endorsing a path of consecutive hikes; core CPI slowdown supports this view
Opportunities and risks
Gold Allocation
Consensus opportunityOfficial sector and institutional buying does not depend on rate expectations and can offset retail outflows in hawkish scenarios, supporting gold price resilience
Potential beneficiaries
- Gold
Risks
- CTA Selling Trigger
- Warsh did not endorse consecutive hikes changing the macro framework
Indicators to watch
- ETF Flows
- Official Sector Purchases
Related reports(2)
- Commodities dbMetals: The Whole Flow ReportDeutsche Bank · 2026-09-15
- The Currency BookDeutsche Bank · 2026-09-14
Global Media and TV Production
1 Related reports
Key views
Bernstein: Global TV production market size is $251bn, growing about 2% in 2025. Streaming and ad-based video-on-demand are the main future growth drivers. It is estimated that streaming will account for 40% of global content spending in 2026. The industry is highly fragmented; execution capability can directly translate into market share, and scale can diversify portfolio risk across different genres.
Financing models determine risk-reward: European producers mostly use pre-financing and cost-plus (stable profitability but limited upside), while US studios use deficit financing (higher IP upside but greater recovery and profitability risks). Rights retention is a core strategic variable; content budget constraints have improved producers' negotiating position relative to streamers, and relinquishing rights would weaken long-term library and secondary revenue potential.
AI is an incremental margin and library monetization tool, not a replacement. Post-production accounts for 10-20% of production budgets, representing the main opportunity for automation efficiency. Companies with large content archives can benefit from AI-driven tagging, search, and distribution efficiency.
Ratings: Disney and Netflix Outperform, Paramount Skydance Underperform, ITV, Banijay, RTL, TF1, M6, ProSieben, and Warner Bros. Discovery Market-Perform. Paramount Skydance plans to acquire WBD for approximately $110bn; post-merger 2026 revenue is expected to exceed $60bn, but execution and integration risks exist.
Current market environment
The shift in content buyer spending from broadcasters to streaming determines the industry's demand structure. Against a backdrop of slowing growth, execution and scale become key differentiators.
Future market changes
Industry Consolidation Reshapes Landscape
Medium-term
Triggers
- Paramount Skydance Acquisition of WBD Completed
Transmission channels
- Integration
- Scale Concentration
- Reshaping of US Studio Competitive Landscape
Indicators to watch
- Deal Progress
Invalidation conditions
- Realization of Execution and Integration Risks
Institutional disagreements
Pros and Cons of Financing Models
Different views
- European Pre-financing and Cost-plus: Stable profitability but limited upside
- US Deficit Financing: Higher IP upside but greater recovery and profitability risks
Opportunities and risks
Producers with IP Libraries
Not assessedRights retention supports long-term revenues such as library monetization, international adaptations, and distribution commissions; content budget constraints improve producers' negotiating position
Potential beneficiaries
- Disney
- Netflix
Risks
- Content Budget Constraints
- Integration Risk
Indicators to watch
- Library Licensing Revenue
Related reports(1)
- The Long View: Global Media - A beginner's guide to TV productionBernstein · 2026-09-15
SpaceX and Starlink User Growth
1 Related reports
Key views
Deutsche Bank maintains Buy rating on SpaceX with a target price of $235.00 (price on 11 9 2026 was $151.21). The significant gap between the target price and current price indicates that Starlink user growth is not yet fully reflected in valuation.
As of the end of 8 2026, Starlink's global consumer subscribers are estimated at 13.2mn, with net additions of 601k in the month. North America had 5.4mn (over 40% of global, net additions 258k), the largest regional market, and the US had 4.0mn (net additions 226k), the largest single market. Service coverage expanded to 200 countries in 8 (Vietnam newly added). Smaller markets like the UK saw MoM growth of +13%, and Tajikistan saw MoM growth of +67% due to a low base.
Current market environment
Starlink has over 11,000 satellites in orbit, the world's largest satellite communication network. It maintains strong net additions despite a high base. Expanding coverage and high growth in emerging markets indicate significant room for global connectivity expansion.
Future market changes
Global Connectivity Expansion
Medium-term
Triggers
- New Market Coverage
- High Growth in Emerging Markets
Transmission channels
- Coverage Expansion
- User Growth
- Revenue Potential Realization
Indicators to watch
- Monthly Net Additions
Invalidation conditions
- Net Addition Slowdown
Opportunities and risks
SpaceX Valuation Reassessment
Emerging opportunityTarget price $235 shows significant gap vs current price $151.21; user growth not fully reflected
Potential beneficiaries
- SpaceX
Risks
- User Growth Slowdown
Indicators to watch
- Subscriber Data
Related reports(1)
- Company SpaceXDeutsche Bank · 2026-09-14
Apple iPhone 18 Early Demand Signals
1 Related reports
Key views
Morgan Stanley: With high-end model production up 18% YoY, iPhone 18 Pro/Pro Max delivery times in non-China markets are flat or slightly longer YoY, indicating early demand is healthier than market fears. China market delivery times shortened YoY (Pro Max 27.0 days vs 30.5 days, Pro 21.0 days vs 30.5 days). International markets: Pro Max 25.0 days, Pro 18.1 days. Regional differences reflect different supply and demand structures.
iPhone 18 full-line prices increased by $100 YoY, with larger increases in international markets. The 5-week delay in iPhone Duo launch may cause high-end consumers to wait before purchasing, suppressing delivery time signals. However, the installed base expanding by 7% YoY is concentrated in the two launch models, carrier subsidies increased by $100 YoY, and extended leasing options help mitigate the impact of price hikes.
Historically, early delivery times have no correlation with iPhone cycle strength, iPhone revenue, or stock performance beyond 3 months post-launch. Verification requires channel inventory, third-party sales, and production adjustments. Maintain Overweight rating; $360 target price based on 9.4x CY27 EV/Sales (implying ~35x P/E on CY27 EPS of $10.30).
Current market environment
Downside risks include weak consumer spending, higher memory input costs, limited progress in AI features, geopolitical tensions, and stricter App Store regulation, which may limit iPhone upgrade rates.
Future market changes
iPhone 18 Cycle Verification
More than 3 months post-launch
Triggers
- Channel Inventory Data
- Third-Party Sales
- Production Adjustments
Transmission channels
- Early Delivery Times
- Cycle Strength Verification
- Revenue Recognition
Indicators to watch
- Monthly Sales Data
- Channel Inventory
Invalidation conditions
- Rapid Shortening of Delivery Times Accompanied by Production Cuts
Opportunities and risks
Apple
Consensus opportunityOverweight $360: Increased supply without changed wait times implies resilient potential demand for high-end models
Potential beneficiaries
- Apple
Risks
- Weak Consumer Spending
- Memory Costs
- Limited AI Feature Progress
Indicators to watch
- Delivery Time Trends
- Channel Inventory
Related reports(1)
- iPhone 18 Lead Times – Flat Y/Y Is Actually A Good StartMorgan Stanley · 2026-09-16
Online Travel: Google DMA Overhaul and AI Agent Disintermediation
1 Related reports
Key views
Bernstein: Following a €460m non-compliance fine, Google fully launched the EEA hotel search DMA overhaul in 9. This benefits OTAs in the short term (higher search exposure, free participation in aggregator modules, more traffic directed to OTA ecosystems, potentially lower bidding acquisition and discount spending). However, aggregator modules display only three hotels and cannot filter by price or rating, and supplier modules provide less information, representing a significant drop in service quality.
Revenue distribution is uncertain: New ranking is said to be based on relevance and utility rather than bidding economics, potentially weakening Booking's scale and bidding advantage. In ten-city aggregator rankings, Booking.com ranked first four times, Google three times, and Expedia and Hotels.com once each. Smaller eligible OTAs may gain disproportionate benefits. Airbnb benefits marginally as Google Vacation Rentals was removed in Europe; previous DMA adjustments are estimated to have reduced direct hotel booking traffic by about 30%.
Instinct completed a Manhattan hotel search (recommending Arlo Midtown among 6 options) and proceeded to Booking.com checkout (all-inclusive price $2,138.02). Agentic hotel booking is feasible, but 5-10 minute response times and text-based output still lag behind OTA planning experiences. Agent monetization is a core strategic risk; user-paid models prioritize traveler outcomes, intensifying direct booking and price competition. Meta Muse, xAI Grokbot, and Claude Agent show AI shifting from search recommendations to transaction and workflow layers.
Ratings: Airbnb and TripAdvisor Outperform, Booking and Expedia Market-Perform. Expedia target price is $310, with DCF valuation incorporating AI disruption risk scenarios. Rating differences reflect relative risk-reward of each intermediary under AI disruption and DMA overhaul.
Current market environment
Consumers may shift to AI-native discovery platforms, metasearch engines like Trivago, or use OTAs directly. If TripAdvisor fills gaps in comparison and price transparency, it could become a metasearch-related beneficiary. Migration of discovery entry points determines the next round of traffic and monetization ownership.
Future market changes
Agent Disintermediation
Long-term
Triggers
- Improvement in Agent Response Speed and Experience
- Adoption of User-Paid Models
Transmission channels
- Agent Maturity
- Bypassing OTA Websites and Supplier Channels
- Weakening of Intermediary Commission Monetization Model
Indicators to watch
- Share of Agentic Transaction Volume
Invalidation conditions
- OTA Planning Experience Continues to Outperform Agents
Institutional disagreements
DMA Overhaul Benefit Distribution
Different views
- Short-term: OTAs overall benefit from improved exposure and acquisition costs
- Medium-term: Relevance ranking may weaken Booking's scale and bidding advantage; smaller OTAs may gain disproportionate benefits
Opportunities and risks
OTA Short-Term Traffic Dividend
Emerging opportunityDMA overhaul brings higher exposure, free aggregator module participation, and potentially lower acquisition costs
Potential beneficiaries
- Airbnb
- TripAdvisor
- Smaller Eligible OTAs
Risks
- Booking's Scale Advantage Weakened, Disrupting Landscape
- Long-Term Agent Disintermediation
Indicators to watch
- Search Exposure
- Acquisition Costs