AMD Q3 revenue rises 45% to record, Q4 guidance of $17 billion points to acceleration; BMW cuts profit forecast for second time this year

After the market close on Nov. 3 Eastern Time, AMD delivered a quarterly report that beat expectations across the board and used a higher fourth-quarter guidance to temporarily quiet the debate over returns on AI spending. At the same time, U.S. chip stocks ended a three-day losing streak on midterm Election Day, while BMW cut its margin guidance for the second time this year on weak demand and restructuring costs, amplifying the divergence between the AI compute chain and traditional manufacturing on the same day.^[1][3][2]

Record quarterly revenue, data center nearly doubles

AMD's third-quarter 2026 revenue rose 45% year over year to $13.377 billion, a record for a single quarter, about 2.3% above analysts' expectations and above the high end of its own guidance range of $13.3 billion. Non-GAAP earnings per share rose 74% year over year to $2.09, more than 6% above expectations, while the non-GAAP operating margin rose 5 percentage points year over year to 29%, stronger than the market's expected 28%. Chief Financial Officer Jean Hu said that as the data center business scales, the operating leverage of the business model is becoming apparent.^[1]

The core engine remains data center: third-quarter revenue for the segment rose 97% year over year to $8.546 billion, about 3.3% above market expectations, up 27% sequentially, and accounting for 64% of total revenue, up from 47% a year earlier. Segment operating profit was $2.882 billion, about 2.7 times the year-earlier level. The company said growth came from two main drivers: cloud providers and enterprise customers expanding AI infrastructure, which drove demand for EPYC server CPUs, and record sales after the launch of the Instinct MI450 series GPUs.^[1]

Q4 acceleration, AI chip revenue to surpass server CPUs for first time

What really ignited the stock was the guidance. AMD expects fourth-quarter revenue of about $17 billion, plus or minus 3%, with the midpoint implying year-over-year growth of about 66% and sequential growth of about 27%, $700 million above the median analyst estimate and more than 4% higher. It guided non-GAAP gross margin to about 55%, slightly below 56% in the third quarter, which the company explained as a short-term mix shift from new product ramps and system-level product scale-up.^[1]

On the earnings call, CFO Jean Hu gave a more symbolic judgment: data center revenue will surge about 50% sequentially in the fourth quarter, which will be the first quarter in which data center AI revenue surpasses server CPU revenue. Lisa Su said that based on current visibility, she expects revenue growth of more than 80% in 2027, with data center accounting for more than 80% of total revenue by then and server revenue doubling year over year. She also acknowledged that demand currently exceeds supply and that the company is working with suppliers of wafers, substrates, advanced packaging and memory to expand capacity.^[6]

Customer traction and concerns: Helios ramps, PC market cools

On products and customers, AMD said Anthropic, Meta, Microsoft, OpenAI and Oracle Cloud Infrastructure are already running models and workloads on the first batch of Helios rack-scale solutions, powered by MI450 series GPUs and sixth-generation EPYC CPUs. That means AMD is trying to shift from a single-GPU supplier to a full-stack supplier covering CPUs, GPUs, networking, software and rack systems. MI455X has begun volume shipments, EPYC Venice began shipping in the third quarter, and the first OEM systems are expected to launch in the fourth quarter.^[1][6]

Su called AI agent workloads the next killer app for cloud CPUs, saying agents work continuously and in parallel across applications and enterprise systems, creating a sharp increase in CPU demand while also adding to accelerator demand. The concern comes from the client segment: she expects PC unit shipments to fall by a double-digit percentage in 2027, mainly because higher memory and component costs weigh on demand. The company will focus on enterprise, high-end consumer and desktop channels and avoid low-end price wars.^[6]

Chip stocks end three-day slide, but breadth of rebound is limited

After the results, AMD shares, which had already closed up nearly 3.7% in regular trading on Tuesday, jumped after hours, at one point rising nearly 10%. The day coincided with U.S. midterm Election Day. The S&P 500 rose 0.36%, the Nasdaq rose 0.83%, the Dow fell 0.38%, and the Philadelphia Semiconductor Index rose 2.64% to 10,602.09 points, ending a three-session decline. Nvidia rose 2.29% to $206.69, with its market capitalization back above $5 trillion, and Micron Technology rose 2.58%.^[1][3]

However, the internal structure of the rebound was not solid. Goldman Sachs' trading desk rated overall market activity at 4 out of 10, with buy and sell directions broadly balanced. Hedge funds kept shorting during the AI stock rebound, with short sales accounting for 62% of sell volume, above the 60% high-alert threshold, and long-only institutions were also net sellers. On the same day, stronger-than-expected jobs data pushed the 10-year Treasury yield higher, an external variable weighing on valuations.^[3]

BMW cuts guidance for second time this year, accelerates job cuts

In contrast to the compute boom, the traditional automaker is under pressure. BMW cut its 2026 automotive EBIT margin guidance to a range of negative 0.5% to positive 0.5%, below its previous 1% to 3% guidance. This is the company's second profit forecast cut since June this year, due to weak demand and one-off costs from accelerating job cuts and restructuring. BMW's ADR fell 3% on Tuesday.^[2]

On volumes, BMW lowered its 2026 automotive delivery forecast from a slight decline to a moderate decline, corresponding to a drop of 5% to 9.9%, but maintained its forecast for automotive free cash flow of more than 2.5 billion euros. It said the margin should exceed 2% after excluding the impact of new structural measures. CEO Milan Nedeljkovic, who took office in May this year, is pushing to cut about 8,000 global positions, about 5% of the workforce, while reducing about 100 senior managers mainly based in Munich, accelerating production of next-generation models and phasing out some older models earlier. BMW's global deliveries fell 6.3% year over year to 551,072 units in the third quarter.^[2]

Binance discloses chain of $6.3 billion theft

Binance published an investigation report attributing the largest digital asset theft in history to the hacker group TraderTraitor, with $6.3 billion stolen in a multi-stage attack that began with fake job interviews targeting the company's engineers. According to the disclosure, the attackers approached a second engineer through a job platform and breached defenses with malicious code embedded in an interview assignment file. They then used Binance's internal AI tools to pivot to and control the devices of two other engineers, one of whom had code release permissions. On Oct. 29, the attackers logged into a third engineer's laptop and triggered a malicious script.^[4]

Market reaction was relatively contained: bitcoin fell more than 4% to about $76,000 after the incident was disclosed and recovered to about $77,600 as of Tuesday. Binance said it would absorb all financial losses, having used corporate funds and two insurance funds to nearly replenish the stolen crypto assets. It has rebuilt the affected wallet infrastructure and internal AI tools and is cooperating with the FBI, the U.S. Secret Service and the Department of Justice.^[4]

Domestic: FX deposit reserve ratio raised, broad-based ETFs see volume surge

China's central bank announced on Nov. 3 that, to strengthen foreign exchange liquidity management at financial institutions, it will raise the foreign exchange deposit reserve ratio for financial institutions from 4% to 6%, effective Nov. 15. The last increase was in December 2021. Based on the $1.2 trillion foreign currency deposit balance at the end of September, the move could freeze about $24 billion of FX liquidity. After the news, the dollar rose about 200 points against the offshore yuan in a short burst.^[5]

In the capital market, several broad-based ETFs saw volume expand on the afternoon of Nov. 3. ChinaAMC STAR 50 ETF traded more than 22 billion yuan, E Fund ChiNext ETF more than 19.5 billion yuan, Huatai-PineBridge CSI 300 ETF more than 19 billion yuan, and ChinaAMC SSE 50 ETF, China Southern CSI 1000 ETF and China Southern CSI 500 ETF each more than 10 billion yuan. This was the first time since the 'Sept. 24 rally' that such a wave occurred. The SSE 50 turned positive late in the session, rising 0.21%, while the Shanghai Composite's decline narrowed from 1.44% intraday to 0.82%. CSRC Vice Chairman Li Chao said the regulator will accelerate a new round of capital market reform and opening up. In the first three quarters, listed companies carried out nearly 2,000 M&A and restructuring deals worth nearly 1.5 trillion yuan.^[5]

Takeaways

Putting these threads together, the main theme is capital spending concentrating in compute infrastructure, while weak demand and cost pressures continue to weigh on traditional manufacturing and parts of consumer electronics. AMD used its fourth-quarter revenue guidance of $17 billion and a framework for revenue growth of more than 80% in 2027 to turn AI demand into verifiable revenue and profit, but it also warned of a double-digit decline in PC shipments in 2027. BMW, meanwhile, is trading expanded job cuts and an earlier introduction of new models for room to repair its margins. In the market, the chip stock rebound came with hedge funds at a 62% short share, suggesting confidence in the AI trade has not fully recovered. The Binance case is a reminder that AI tools can become a new security variable when exploited by attackers. Looking ahead, watch AMD's capacity expansion and Helios delivery pace, the pace at which automakers absorb restructuring costs, and marginal changes in the yuan exchange rate and cross-border liquidity after the FX deposit reserve ratio increase.^{[1][6][2][3][4][5]}