Bearish for NVIDIA
Nvidia Inference Competition Threat
Updated 13 October 2026
The bearish argument: The market is watching a potential shift from AI model training to inference workloads, where custom silicon developed by hyperscalers like Microsoft may offer superior cost efficiency and performance. Evidence indicates companies are developing tailored chips and software to reduce dependence on general-purpose GPUs for inference tasks.
What changed?
Not in yesterday’s coverage · 8.2% of NVIDIA coverage today
How attention has changed
8.2% of NVIDIA coverage
Rolling 3-day share · as of 13 Oct 2026
This measures attention in published coverage, not the likelihood of a price move.
| Date | Share of coverage |
|---|---|
| 2026-09-14 | 0% |
| 2026-09-15 | 0% |
| 2026-09-16 | 0% |
| 2026-09-17 | 0% |
| 2026-09-18 | 0% |
| 2026-09-19 | 0% |
| 2026-09-20 | 0% |
| 2026-09-21 | 0% |
| 2026-09-22 | 0% |
| 2026-09-23 | 0% |
| 2026-09-24 | 0% |
| 2026-09-25 | 0% |
| 2026-09-26 | 0% |
| 2026-09-27 | 0% |
| 2026-09-28 | 0% |
| 2026-09-29 | 0% |
| 2026-09-30 | 0% |
| 2026-10-01 | 0.7% |
| 2026-10-02 | 0.7% |
| 2026-10-03 | 0.6% |
| 2026-10-04 | 0% |
| 2026-10-05 | 0% |
| 2026-10-06 | 0% |
| 2026-10-07 | 0% |
| 2026-10-08 | 0% |
| 2026-10-09 | 0% |
| 2026-10-10 | 0% |
| 2026-10-11 | 0% |
| 2026-10-12 | 0% |
| 2026-10-13 | 8.2% |
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The argument and its evidence
Several outlets can carry the same argument; no single article is its origin. Read each one in its own context.
Recent coverage
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CNBC TV18 · Published 12 Oct 2026
Microsoft plans huge deployment of its own AI chips, with an eye on saving costs
In coverage record: 13 Oct 2026
“The new version comes amid a flurry of custom chips from both cloud computing rivals and AI firms such as OpenAI aimed at loosening the hold of Nvidia on the AI computing market.”
Read article -
Livemint · Published 12 Oct 2026
Microsoft bets on homegrown AI chips to cut Nvidia dependence: What we know
In coverage record: 13 Oct 2026
“Microsoft is betting that by tailoring chips to its own data centers, it can run inference more efficiently and avoid some of the expense of stocking Nvidia's market-leading graphics processing units, which power most of that work at Microsoft today.”
Read article -
TechStartups.com · Published 12 Oct 2026
Amazon in talks to acquire AI startup Decart for $7 billion as AI computing race heats up
In coverage record: 13 Oct 2026
“Decart's technology could make those chips more attractive to customers concerned about costs, hardware availability, and dependence on a single supplier.”
Read article
Earlier coverage
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Reuters · Published 30 Sep 2026
DeepSeek partners with Huawei to develop chip programming tools, reducing reliance on Nvidia
In coverage record: 1 Oct 2026
“Huawei unveiled its next generation of AI processors and supernode computing systems, and said it expected its AI systems to be widely used for model training next year.”
Read article -
Barchart · Published 27 Aug 2026
Spicy Stocks: Why BNP Thinks Jalapeño Could Benefit Broadcom Stock
In coverage record: 28 Aug 2026
“In testing, Jalapeño has even outperformed Nvidia Corporation's (NVDA) Blackwell in some scenarios, spotlighting what specialized AI chips could bring to the table. And it's a sign that the AI hardware race could be getting a lot more interesting.”
Read article -
CNBC · Published 26 Aug 2026
Thursday's big stock stories: What’s likely to move the market in the next trading session
In coverage record: 27 Aug 2026
“'A lack of compute, however, is holding them back,' while 'every country now wants to get involved.'”
Read article -
Forbes · Published 25 Aug 2026
Where Is Nvidia Stock Headed By 2030? What To Watch
In coverage record: 26 Aug 2026
“Reports indicate that Jeremy Nixon, a former Google Brain researcher and founder of AI software startup Infinity, used AI coding agents to build CUDA-like software for chip startup D-Matrix in just 10 hours. As AI shifts from training to inference, experts suggest that CUDA could lose its edge.”
Read article -
The Economic Times · Published 25 Aug 2026
Nvidia faces growth test as Rubin debut meets AI financing scrutiny
In coverage record: 26 Aug 2026
“A successful ramp-up of its Rubin chips is crucial as Nvidia faces growing competition from Big Tech's custom chips and central processors from Intel and AMD in inference, the process by which AI automates tasks and responds to queries.”
Read article -
EUROPE SAYS · Published 22 Aug 2026
Prediction: This Artificial Intelligence (AI) Semiconductor Stock Will Outperform Nvidia Over the Next 3 Years
In coverage record: 23 Aug 2026
“As a much smaller company than Nvidia, AMD really has the opportunity to see explosive growth and for its stock to outperform over the next three years as it makes serious inroads in the inference and agentic AI markets. With big deals already in place and its revenue growth about to take off, I think the stock can outperform Nvidia over the next three years.”
Read article -
Barchart · Published 20 Aug 2026
Google Is Reportedly Working with AMD for Its New TPU. What This Means for AMD Stock.
In coverage record: 21 Aug 2026
“If the first phase was all about training the models on large datasets, inference is at the center of the second one. Here, many analysts believe that Advanced Micro Devices (AMD) has an edge over its much bigger rival, Nvidia (NVDA), and thus has the opportunity to close the gap with the bellwether of the industry.”
Read article -
NewsBytes · Published 19 Aug 2026
Cerebras launches AI computer claiming 30x speed advantage over NVIDIA
In coverage record: 20 Aug 2026
“By being able to store all the values that underpin an AI model on its giant chip, the process is much faster than accessing them over a link to memory silicon.”
Read article -
TechStartups.com · Published 19 Aug 2026
Top Tech News Today, August 19, 2026: Apple, LandSpace, Microsoft, Nvidia, OpenAI, Samsung, Unitree, Z.ai & More
In coverage record: 20 Aug 2026
“As AI inference becomes a bigger share of industry spending, alternatives to Nvidia's GPU architecture have a larger commercial opening than they did during the training-first phase of the AI boom.”
Read article -
EUROPE SAYS · Published 14 Aug 2026
Not Micron, Not Sandisk. This Artificial Intelligence (AI) Memory Stock Could Be the Next Nvidia.
In coverage record: 15 Aug 2026
“The artificial intelligence (AI) revolution started with a scramble for processing power, as graphics processing units (GPUs) from Nvidia (NVDA +0.54%) powered large language model training. Although GPUs remain top of mind for hyperscalers, demand has also begun to shift toward custom application-specific integrated circuits (ASICs) designed by Broadcom. Now, the bottleneck has moved downstream to memory chips.”
Read article -
Forbes · Published 7 Aug 2026
SpaceX Goes Exclusive With Nvidia, Putting Rubin GPUs In Orbit
In coverage record: 8 Aug 2026
“Nvidia has begun evaluating lower memory configurations for Rubin Ultra, stepping down from a 12-Hi HBM4e baseline toward 8-Hi designs at 192GB. The stated reasons are an expected DRAM shortage through 2027 and unresolved yield on the taller stacks. A successor part shipping with less memory than the generation before it tells you more about supply than about product strategy.”
Read article -
TNW · Published 17 Jul 2026
Apple overtakes Nvidia to reclaim the title of world's most valuable company at $4.88 trillion
In coverage record: 18 Jul 2026
“Apple was seen as a laggard in the AI race because it wasn't spending to develop models, but now sentiment has changed. Apple posted its best quarter ever by not building an AI model, proving that the strategy of integrating others' models rather than training its own can work commercially.”
Read article -
Barchart · Published 17 Jul 2026
AAPL Stock Alert: Apple Just Unseated Nvidia as World's Most Valuable Company
In coverage record: 18 Jul 2026
“While tech hyperscalers pour billions into expensive data centers, Apple is being heavily rewarded for its highly disciplined, low-spending approach; instead of overspending on AI infrastructure, it uses private cloud servers and on-device processing.”
Read article -
TechRadar · Published 8 Jul 2026
Meituan just built a massive AI model without touching a single piece of Nvidia hardware
In coverage record: 9 Jul 2026
“Meituan has released LongCat-2.0...completed full process training on a computing cluster containing more than 50,000 domestic AI accelerators...This means that the company has entirely avoided the use of foreign AI hardware such as those from Nvidia.”
Read article -
TNW · Published 8 Jul 2026
ZML's free AI server runs on any major chip
In coverage record: 9 Jul 2026
“Nvidia still rules AI hardware, but its walls keep thinning. Do that well, and it reads less like a feature and more like a wedge under Nvidia's moat.”
Read article -
Times Now · Published 7 Jul 2026
DeepSeek Could Soon Join The AI Chip Race Against Nvidia
In coverage record: 8 Jul 2026
“the industry is shifting from training AI models to running them, which is based on specialised chips. An inference chip from DeepSeek could cater for the ever growing AI computing demand.”
Read article -
TNW · Published 6 Jul 2026
Nvidia's Kyber AI rack is delayed to 2028
In coverage record: 7 Jul 2026
“The hold-up sits in an unglamorous part...That board, SemiAnalysis said, 'remains challenging from a manufacturability standpoint.' In plain terms, Nvidia cannot yet build it at scale.”
Read article -
Barchart · Published 3 Jun 2026
There’s Still Plenty of Time to Invest in Nvidia’s Strong Upside Momentum
In coverage record: 4 Jun 2026
“Nvidia does face competitive threats from other giants, such as Advanced Micro Devices (AMD), Alphabet, and Amazon.”
Read article -
The Economic Times · Published 21 May 2026
Why did Nvidia’s strong earnings fail to spark NVDA stock rally? Here's what investors are worried about
In coverage record: 22 May 2026
“A growing focus for investors is how NVIDIA maintains its dominance as artificial intelligence hardware evolves.”
Read article -
Fortune · Published 20 May 2026
Nvidia Q1 earnings: Chipmaker beats on earnings and boosts dividend, but forecasts disappoint
In coverage record: 21 May 2026
“Nvidia also is facing the first major challenges to its dominance in AI computing, with a variety of chipmakers trying to carve out of a piece of the business.”
Read article -
Business Insider · Published 7 May 2026
Why Alphabet Stock Is on Brink of Passing Nvidia As Most Valuable Company
In coverage record: 7 May 2026
“Nvidia is still largely a pure AI infrastructure bet, making it more vulnerable to shifts in AI spending.”
Read article -
Markets Insider · Published 4 May 2026
‘See You in 2028,’ Says Investor About Nvidia Stock
In coverage record: 4 May 2026
“Nvidia’s CUDA software ecosystem, long a cornerstone of its dominance during the AI training phase, is starting to carry less weight as workloads move toward inference and alternative serving platforms and frameworks gain traction.”
Read article -
Livemint · Published 15 Apr 2026
Nvidia shares extend winning run to 11th session; top $200 for first time in five months, near record high
In coverage record: 15 Apr 2026
“Apart from concerns around AI investments, rising competition also dampened sentiment.”
Read article -
Markets Insider · Published 9 Apr 2026
NVDA Stock Forecast: Is Nvidia Losing Its AI Mojo amid Rival Surge?
In coverage record: 9 Apr 2026
“Nvidia still holds a commanding market share, but intensifying competition in GPUs and AI accelerators threatens its growth trajectory.”
Read article -
The Hindu Business Line · Published 30 Mar 2026
Nvidia's PE sinks to seven-year low as war and AI angst weigh
In coverage record: 30 Mar 2026
“All technology, no matter what, including Nvidia, could potentially be disrupted, and that’s the risk factor right now.””
Read article