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Alphabet (Google) Q4 earnings: AI capex spotlight

Investors will scrutinize Alphabet (Google) when the company reveals its Q4 Earnings on February 4. However, the spotlight rests on soaring AI infrastructure costs rather than headline revenue. Analysts will probe capital expenditures, cloud capacity, and early returns from Gemini-powered products. Consequently, management faces pressure to prove that multibillion-dollar outlays already fuel durable growth. Sundar Pichai has argued that underinvesting in AI would be riskier than aggressive spending. Nevertheless, bears warn that free cash flow could tighten if revenue acceleration lags depreciation. Furthermore, the stock’s post-print reaction will likely hinge on 2026 capex guidance. In contrast, previous quarters saw shares swing sharply when expectations missed by small margins. Therefore, this earnings call sets the stage for a broader debate across Big Tech. Alphabet (Google) must navigate expectations carefully to maintain investor confidence.

Investor Focus: AI Spend

Wall Street’s primary question centers on how fast AI investment is scaling. Moreover, Alphabet (Google) lifted its 2025 capex forecast to as much as $93 billion after Q3. That figure already dwarfs the $52.5 billion spent during 2024. Additionally, management hinted at another increase for 2026 during recent conferences. Capex flows into data centers, networking gear, and custom Tensor Processing Units. Consequently, depreciation will climb throughout 2026, potentially compressing operating margins.

Alphabet (Google) AI data center infrastructure highlights rising capex investments.
Insight into Alphabet (Google)'s AI-driven data center expansion.

Investors want evidence that these assets generate revenue quickly. Google Cloud’s $155 billion backlog offers one proof point. However, backlog conversion speed remains uncertain amid industry competition from Azure and AWS. Gemini integrations across Search, YouTube, and Workspace also promise incremental monetization. Meanwhile, analysts track paid API usage within Vertex AI for concrete adoption signals.

The spending narrative dominates pre-call chatter. Yet revenue attribution metrics remain sparse. Next, historic capex patterns provide context for the current debate.

Historic Capex Trajectory Trends

Historical data illustrates Alphabet (Google)’s shifting investment rhythm. From 2020 through 2023, annual capex hovered near $31 billion. Subsequently, 2024 marked an inflection with a 70% jump to $52.5 billion. Moreover, 2025 guidance implied another 75% surge at midpoints. Few large companies have expanded infrastructure spending at this pace outside telecom build-outs.

In contrast, Microsoft and Meta announced sizable increases but still trail dollar totals. Analysts therefore regard Alphabet (Google) as the most aggressive AI infrastructure spender today. Pichai frames the strategy as table-stakes for generative AI leadership. Nevertheless, skeptics cite 2015’s Google Fiber retreat as cautionary history. They argue that ambitious hardware programs can stall if monetization lags technological ambition.

Past cycles reveal both bold vision and occasional retreat. The current investment surge must avoid repeating earlier missteps. Attention now turns to near-term cloud metrics.

Cloud Metrics Under Microscope

Google Cloud delivered $15.157 billion revenue in Q3 2025, up 34% year over year. However, growth decelerated slightly versus prior quarters, raising questions about capacity constraints. Furthermore, management acknowledged tight supply of high-end GPUs despite internal TPU progress. Consequently, backlog reached $155 billion as deals queued for available compute. Investors will parse whether that backlog converts faster after recent data center build-outs.

Q4 Earnings consensus pegs Cloud revenue near $17 billion, implying acceleration. Yet, any miss could reinforce fears that infrastructure leads demand instead of following it. Moreover, analysts will ask for deal-level color on Vertex AI and Gemini embedment. Management may spotlight marquee wins in financial services and healthcare to calm nerves. Nevertheless, pricing pressure from rival models could offset volume gains.

Cloud momentum remains the clearest monetization lever. Conversion speed will either justify or question massive capex. Guidance details should clarify the road ahead.

Guidance Watchlist For 2026

Street models currently project 2026 capex between $95 and $105 billion. However, Alphabet (Google) has not provided an official range. Therefore, any specific number could swing valuation multiples immediately. Additionally, investors await quarterly phasing to gauge free cash flow seasonality. CFO Anat Ashkenazi will likely face repeated questions on depreciation cadence.

  • 2026 capex range and timing
  • Cloud backlog conversion rate
  • AI product revenue disclosure
  • Operating expense trajectory
  • Share repurchase capacity

Moreover, operating leverage targets could offset higher depreciation if revenue scales quickly. Professionals can enhance their expertise with the AI Project Manager certification, improving their ability to interpret such disclosures.

Clear forward metrics often calm nervous investors. Opaque guidance usually magnifies volatility. Divergent viewpoints illustrate the broader bull-bear divide.

Bull And Bear Views

Optimists contend that early, aggressive investment cements platform advantage. Moreover, Alphabet (Google) designs custom TPUs, potentially lowering unit costs over time. Consequently, gross margins could improve as scale increases. Supporters also note that Search ads inside AI overviews could lift engagement and pricing.

Bearish analysts counter that capital intensity erodes the historically asset-light model. Furthermore, rising depreciation can mask margin progress for several years. In contrast, competitors access similar GPUs through cloud vendors without matching cash burn. Reuters recently reported share price swings when capex updates disappointed.

Each side marshals persuasive data. Ultimately, management must present tangible returns on February 4. Cash flow analysis offers another perspective.

Cash Flow Pressure Points

Free cash flow fell sequentially during 2025 as spending ramped. However, Alphabet (Google) still holds significant net cash, supporting buybacks. Investors nevertheless monitor the ratio of capex to operating cash flow carefully. Depreciation will rise sharply in 2026, reducing operating income even without extra cash outlays. Moreover, higher power costs at advanced data centers could lift operating expenses.

Consequently, any slowdown in ad or cloud revenue would pressure coverage ratios. Yet, successful Gemini monetization could offset much of the drag. Therefore, the call’s commentary on AI revenue attribution carries disproportionate weight.

Cash generation remains healthy but sensitive to execution. Management clarity could reinforce confidence or trigger caution. The forthcoming Q4 Earnings release will provide the decisive data.

Conclusion And Outlook Ahead

Alphabet (Google) enters its latest earnings day carrying both promise and peril. Moreover, unprecedented AI investments could unlock powerful new revenue streams. However, high depreciation and power costs threaten near-term profitability. Investors therefore crave transparent guidance on 2026 spending, cloud capacity, and Gemini monetization. Consequently, even small wording shifts may influence market sentiment instantly. Professionals seeking deeper financial analysis can build strategic skills through the linked certification above. Nevertheless, the February 4 Q4 Earnings call will finally test whether bold spending truly pays off for Alphabet (Google).