The AI boom is creating a power race that extends far beyond chips and software. Tesla, NextEra Energy and ExxonMobil sit across three parts of the physical infrastructure supporting it.
How AI connects technology, utilities and energy
There is a version of the artificial intelligence (AI) story that lives entirely in the cloud: language models, inference endpoints and software subscriptions. That version matters. But there is another version that cannot operate without electricity grids, battery systems and barrels of crude oil.
Why Tesla, NextEra and ExxonMobil belong in the same story
Hyperscalers build AI data centres
Microsoft, Google, Amazon and Meta are committing hundreds of billions of dollars to computing infrastructure. That computing power requires more electricity than many existing grids were designed to supply.
Utilities connect the grid
NextEra Energy is signing power purchase agreements (PPAs) with hyperscalers at scale. Clean, contracted and long-duration power is measured across years, while grid connection timelines may also extend well beyond a single reporting period.
Oil supports the existing energy system
While renewable infrastructure is being built, the global economy continues to rely on hydrocarbons. ExxonMobil’s Permian and Guyana production may help bridge the energy requirements of the current economy and its longer-term transition.
The Q2 2026 earnings calendar has already delivered its first read on macro credit conditions through the banks. Attention now turns to the real economy. Three companies reporting over the next three weeks represent the physical capital expenditure sitting beneath AI workloads: Tesla, NextEra Energy and ExxonMobil. They are not usually grouped together.
In 2026, however, they are connected through the same chain of consequences.
Tesla, Inc.
Expectations
Estimates gathered from third-party market data configurations for the cycle ending June 2026.
Global release
Timezone matrices synchronized automatically with regional local session open and close constraints.
Key trends affecting assets
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Vehicle deliveries and inventory drawdown: Tesla’s 480,126 Q2 deliveries allowed the company to reduce inventory by roughly 28,000 units, reversing the build-up recorded in Q1. The key question is whether that volume came at the expense of margins. Automotive gross margin, excluding regulatory credits, remains a closely watched measure, with 17% viewed as an important reference level.
Watch: Automotive gross margin, excluding regulatory credits, compared with the 17% reference level -
Megapack battery deployments: Tesla deployed 13.5 GWh in Q2, representing 40% growth year on year (YoY). This was slightly below the high end of the 13.8 GWh analyst estimate. However, the energy storage business has generated stronger margins than automotive and may partly offset pressure on vehicle margins.
Signal: Energy storage gross margin and contribution to profit and loss -
Autonomy narrative and full self-driving monetisation: Tesla’s valuation reflects expectations for its AI and autonomy platform, rather than vehicle unit economics alone. Software subscription growth, full self-driving (FSD) take-up rates and clearer timelines for the Cybercab and Optimus programs are likely to be closely watched.
Monitor: FSD take-up rates and progress on software licensing -
Capital expenditure escalation: Capital expenditure (capex) guidance has risen above US$25 billion for AI training clusters and factory capacity. Free cash flow is projected to remain negative through year-end. Higher capex may increase the pressure on software monetisation to support future earnings.
Target: Free cash flow outlook and capex efficiency
EPS above US$0.45 | Energy margins improve and FSD adoption rises
Investment banking recovery tracks ahead of expectations. Capital buffers absorb GSIB surcharges, supporting dividend flexibility and reinforcing confidence in advisory momentum.
Possible reaction: The result could support the share price if improved margins and clearer autonomy milestones strengthen market confidence.Reaction trigger to watch: Intraday trading behaviour during the first 30 minutes after the opening bell may provide an early indication of institutional sentiment. Strong volume above the session high could support the initial move, while reversals may point to profit-taking.
EPS between US$0.38 and US$0.44 | Margins remain steady and the autonomy timeline is unchanged
Adjusted earnings align with the US$0.42 consensus estimate. Automotive gross margin holds near 17% and Megapack deployments remain steady. Attention may remain on the longer-term autonomy narrative rather than near-term financial performance.
Possible reaction: Trading may remain range-bound, with the market’s attention shifting to guidance and autonomy timelines.Reaction trigger to watch: Intraday trading behaviour during the first 30 minutes after the opening bell may show whether investors view the result as sufficient to support current expectations.
EPS below US$0.35 | Gross margin compresses and FSD timelines are delayed
Automotive gross margin falls below 16% amid vehicle discounting. Higher AI capex raises concerns about cash burn without a credible offset from software monetisation. Management provides limited detail on timelines for key autonomy programs.
Possible reaction: Selling pressure could increase if the result weakens confidence in margins, free cash flow or autonomy execution.Reaction trigger to watch: Intraday trading behaviour during the first 30 minutes after the opening bell may show whether the initial move is sustained or reversed.
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From storage to the grid that powers it
Tesla’s Megapack is one part of the infrastructure chain. NextEra Energy is developing the grid capacity that an expanding AI economy may require. Its Q2 result may show whether its renewable backlog is progressing from contracted commitments to completed megawatts.
NextEra Energy, Inc.
Expectations
Estimates gathered from third-party market data configurations for the cycle ending June 2026.
Global release
Timezone matrices synchronized automatically with regional local session open and close constraints.
Key trends affecting assets
-
Renewables backlog growth: Rising AI data centre power demand has supported growth in corporate PPAs. NextEra’s ability to secure large-scale renewable projects remains an important driver of backlog expansion. New additions during the quarter are likely to be a key metric.
Signal: Contracted renewable energy project backlog additions -
Data centre grid interconnection timelines: Delays in transmission expansion and utility-level grid connections may postpone the commercial operation dates of newly contracted projects. The company’s ability to manage these bottlenecks may influence the conversion of backlog into earnings.
Watch: Grid connection timeframes and transmission capex -
Cost of capital sensitivity: NextEra’s capital-intensive buildout relies on debt markets to fund clean infrastructure. Elevated interest rates may increase financing costs. The dividend is covered at a reported 59% payout ratio, while investors are also monitoring free cash flow yields and long-term dividend capacity.
Monitor: Weighted average cost of capital and debt-to-equity leverage
EPS above US$1.09 | Backlog additions accelerate and PPA activity strengthens
New hyperscaler clean energy contracts are announced alongside faster grid interconnection timelines. Project margins improve and management indicates that backlog conversion is progressing ahead of previous guidance.
Possible reaction: The result could support the share price if stronger backlog growth and execution improve confidence in the company’s AI-related infrastructure pipeline.Reaction trigger to watch: Management commentary on the morning webcast regarding grid interconnection timelines, hyperscaler customers and the size of the data centre pipeline. Specific capacity figures and commercial operation dates may matter more than headline EPS.
EPS between US$1.06 and US$1.08 | Project development remains consistent
Operational metrics are broadly in line with consensus. Backlog expansion tracks management’s longer-term targets and financing costs remain steady. No material new hyperscaler contracts are announced during the call.
Possible reaction: Trading may remain relatively subdued, with attention shifting to interest rates and project timelines.Reaction trigger to watch: Management commentary on grid interconnection timelines, hyperscaler customers and the data centre pipeline may shape the response beyond the headline result.
EPS below US$1.05 | Interconnection bottlenecks and debt costs increase
Construction delays or grid connection bottlenecks postpone project completion. Higher financing costs reduce net margins. Management is unable to provide a clear timeline for resolving transmission capacity constraints.
Possible reaction: The share price could come under pressure if delays and financing costs raise concerns about the pace of project conversion.Reaction trigger to watch: Management commentary on grid interconnection timelines and the pipeline dedicated to AI data centres. Specific capacity figures and commercial operation dates may matter more than headline EPS.
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From clean energy to the hydrocarbons that fill the gap
NextEra’s renewable buildout is expanding, but grid construction is a multi-year process. While clean energy infrastructure is being installed, the global economy continues to rely on oil. ExxonMobil provides a different read on the energy system, with its result shaped by production volumes, refining margins and capital returns.
Exxon Mobil Corp.
Expectations
Estimates gathered from third-party market data configurations for the cycle ending June 2026.
Global release
Timezone matrices synchronized automatically with regional local session open and close constraints.
Key trends affecting assets
-
Upstream production and pricing sensitivity: ExxonMobil’s profitability remains sensitive to global crude oil benchmarks. Production from lower-cost operations in the Permian and offshore Guyana may help offset weaker downstream refining margins during periods of commodity price softness.
Monitor: Lower-cost production volumes and upstream margins -
Downstream refining margins and crack spreads: Global economic activity and refining capacity additions may affect downstream profitability. Compressed crack spreads, which measure the difference between crude oil input costs and refined product prices, may reduce integrated operating income even when upstream prices remain stable.
Watch: Global downstream refining margin index -
Cash distribution floor and capital returns: ExxonMobil’s capital discipline and shareholder return framework remain central to investor sentiment. Management’s ability to maintain buybacks and dividend commitments across commodity cycles may provide a read on financial resilience in an uncertain price environment.
Target: Cash distribution capacity and free cash flow yield
EPS above US$3.76 | Production volumes outperform and crack spreads remain resilient
Permian and Guyana output exceeds expectations. Resilient downstream margins support free cash flow, allowing management to raise buyback targets or indicate an increase in the capital distribution floor.
Possible reaction: The result could support ExxonMobil and the broader energy sector if it strengthens confidence in cash generation and capital returns.Reaction trigger to watch: Management commentary on capital distributions and share buyback pacing, particularly if refining margins have weakened heading into the release. Dividend and buyback guidance may matter more than headline EPS for longer-term investors.
EPS between US$3.70 and US$3.72 | Capital distributions remain steady
Operational results are close to consensus, with upstream production and capital returns broadly tracking schedule. Management reaffirms its shareholder distribution commitments without raising or lowering guidance.
Possible reaction: Trading may remain range-bound, with attention shifting to the Q3 oil price and refining margin outlook.Reaction trigger to watch: Management commentary on capital distributions, buyback pacing and refining margins may determine whether the initial market response is sustained.
EPS below US$3.70 | Refining margins narrow and Permian output is delayed
Downstream refining margins contract sharply or upstream operational delays weigh on quarterly cash flow. Any reduction in buyback pacing or dividend growth expectations may compound the initial response.
Possible reaction: The share price could weaken if the result raises concerns about cash flow durability or capital returns.Reaction trigger to watch: Management commentary on capital distributions, buyback pacing and refining margins may be more influential than headline EPS for longer-term investors.
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One sector, three signals
The key cross-check is whether all three results tell the same story about the physical economy.
If Tesla’s energy storage margins are expanding, NextEra’s backlog is converting and ExxonMobil’s production is tracking expectations, the results may indicate that physical infrastructure investment is progressing across several parts of the energy chain.
If the results diverge, that divergence may reveal which part of the chain is experiencing more pressure than consensus currently expects.
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