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AI PCs

PCs marketed for running AI models locally, typically via a dedicated neural processing unit (NPU) or a GPU with large unified memory.

Current stories

buildConfirmed3 publishers

One early test puts a 120B model at 63 tokens per second on an RTX Spark laptop

NVIDIA's RTX Spark laptops went on sale Oct. 16 from $2,599, with up to 128GB of unified memory. A DEV Community roundup reports 63 tokens per second on a 120B model, but Microsoft's own 128K-prompt test shows a 170-second wait.

Perspective Coverage

3 publishers
Builder
Builder 42%
Operator
Operator 33%
Investor
Investor 25%

Reality

Evidence45
Adoption
Not scored
Hype gap+30
Incentives70
Confidence55
productOne report1 publisher

HP's OmniBook Ultra 16 runs hot and loud under load in CNET's first look at RTX Spark

HP's OmniBook Ultra 16 starts at $3,200 and reaches $6,200 with 128GB of RAM, CNET reported in a first look at Nvidia's RTX Spark. CNET's review is unfinished, so its verdicts on heat, noise and local-AI speed are early ones.

Publishers:cnet.com

Reality

Evidence40
Adoption
Not scored
Hype gap+10
Incentives
Not scored
Confidence50
productOne report1 publisher

PCWorld's $3,699.99 Surface Laptop Ultra review unit skips the setup prompt to load AI agents

PCWorld's $3,699.99 Surface Laptop Ultra has 32GB and no setup prompt to load AI agents, a prompt 48GB to 128GB RTX Spark machines show. Memory above 32GB comes only with the 20-core chip, $1,100 above the base price.

Publishers:pcworld.com

Reality

Evidence55
Adoption
Not scored
Hype gap
Not scored
Incentives
Not scored
Confidence58
leadershipOne report1 publisher

Nvidia quotes RTX Spark's one-petaflop figure in FP4, with laptops due October 16

Nvidia expects the first RTX Spark laptops, built on a Blackwell GPU and a Grace CPU, to be available on October 16, 2026. The one-petaflop FP4 figure is Nvidia's own. Prices, independent benchmarks and battery figures are not yet available, igor´sLAB reported.

Publishers:igorslab.de

Reality

Evidence25
Adoption
Not scored
Hype gap+40
Incentives
Not scored
Confidence45
buildOne report1 publisher

NVIDIA staggers RTX Spark agent and creative updates from Oct. 15 into November

NVIDIA says RTX Spark laptops go on sale Oct. 16 with up to 128GB of unified memory and 1 petaflop of AI compute. Its own list dates the agent, model and creative updates from Oct. 15 to November, so launch day starts a rollout.

Reality

Evidence30
Adoption
Not scored
Hype gap+35
Incentives80
Confidence45
productOne report1 publisher

Seven of eight Surface Laptop Ultra configurations lack the memory in Microsoft's local coding test

Microsoft's on-device coding model peaked at 75.5GB of memory at full context in the company's own test, according to a Command Line post. Only the 128GB model, at $5,899 and not yet on sale, has more, TweakTown reported.

Publishers:techradar.com

Reality

Evidence45
Adoption
Not scored
Hype gap+55
Incentives60
Confidence50
productOne report1 publisher

Microsoft builds agentic Windows 11 around free local AI and a $2,599 Surface laptop

Microsoft is turning Windows 11 into an agentic OS that uses free local models in place of paid cloud ones, with a $2,599 Surface Laptop Ultra as its flagship. What each seat's AI costs now depends on its hardware and on how many cloud tokens its user actually burns.

Publishers:theverge.com

Reality

Evidence45
Adoption
Not scored
Hype gap+35
Incentives65
Confidence40
investConfirmed46 publishers

Microsoft's Nvidia-powered Surface Laptop Ultra will start at $2,599 when it ships October 16

Microsoft's Surface Laptop Ultra starts at $2,599 and its Surface RTX Spark Dev Box costs $5,999, both shipping October 16. These are the list prices an IT leader can now put into a refresh budget for running large AI models on staff machines.

Perspective Coverage

46 publishers
Builder
Builder 36%
Operator
Operator 38%
Investor
Investor 26%

Reality

Evidence72
Adoption
Not scored
Hype gap+30
Incentives70
Confidence70
leadershipOne report1 publisher

Asus launches ProArt laptops in Australia that run 120-billion-parameter AI models offline

Asus has launched ProArt P14 and P16 laptops in Australia whose 128 GB models can run 120-billion-parameter AI offline. Teams wary of how cloud services handle their data now have local hardware to price, though only the top memory tier supports that claim.

Publishers:itwire.com

Reality

Evidence35
Adoption
Not scored
Hype gap+30
Incentives70
Confidence40
leadershipOne report1 publisher

Advisers say memory costs and Windows deadlines are breaking PC refresh into role-based cycles

IT advisers told ITPro the fixed PC refresh cycle is splitting by device and user role, while IDC projects a 20% year-on-year fall in PC sales. The one large fleet in the reporting stretched its cycle from three years to four, so the evidence so far points to a longer calendar with exceptions.

Publishers:itpro.com

Reality

Evidence35
Adoption20
Hype gap+15
Incentives45
Confidence35
productConfirmed11 publishers

Microsoft drops the Copilot+ PC badge from Surface machines that still clear its 40 TOPS bar

Microsoft is shipping its new Surface Pro and Surface Laptop without the Copilot+ PC name, though their 80 TOPS NPUs double the label's 40 TOPS requirement. Buyers who shopped by the badge now have to check NPU, memory and storage specs themselves.

Perspective Coverage

12 publishers
Builder
Builder 23%
Operator
Operator 47%
Investor
Investor 30%

Reality

Evidence72
Adoption
Not scored
Hype gap+35
Incentives45
Confidence68
buildConfirmed3 publishers

MediaTek will wire custom XPUs into NVIDIA's scale-up fabric as a prevalidated block

NVIDIA is licensing the Fusion chiplet, its C2C CPU attach and NVHBM to MediaTek and buying $3.5 billion of its convertible bonds, so the quickest route to a custom accelerator now ends inside an NVIDIA rack.

Perspective Coverage

3 publishers
Builder
Builder 37%
Operator
Operator 22%
Investor
Investor 41%

Reality

Evidence55
Adoption20
Hype gap+30
Incentives80
Confidence60
productConfirmed9 publishers

Lenovo's RTX Spark Yogas land fully specified and entirely unpriced

Nvidia's Grace-plus-Blackwell superchip now has two Yoga bodies, a 20-core CPU and up to 128GB of unified memory. The only Lenovo laptop from the same announcement with an October date and a price is the $700 IdeaPad Vibe.

Perspective Coverage

9 publishers
Builder
Builder 41%
Operator
Operator 42%
Investor
Investor 17%

Reality

Evidence58
Adoption8
Hype gap+35
Incentives70
Confidence72
productOne report1 publisher

Microsoft moves its last two Surface sizes onto Snapdragon X2 Plus

The 12-inch Surface Pro and the 13-inch Surface Laptop both get Snapdragon X2 Plus on October 13, completing a Surface catalogue that PCMag says is now down to two families plus an expected Surface Ultra.

Publishers:pcmag.com

Reality

Evidence48
Adoption14
Hype gap+11
Incentives57
Confidence58
productOne report1 publisher

Alibaba's QwenBook routes Windows, Android and Linux apps through a chatbot

Qwen's chat interface is how you open apps on the QwenBook, whether they belong to Windows, Android or Linux. The staff demonstrating it at Snapdragon Summit could not say how the AI reaches those environments.

Publishers:gizmodo.com

Reality

Evidence45
Adoption6
Hype gap+50
Incentives60
Confidence45
productOne report1 publisher

Googlebook OS reverses the browser-only laptop bet Google made in 2010

Rick Osterloh's own laptop is a 16GB Dell XPS Googlebook, one of five machines launching on Googlebook OS. The Verge's account of how the project began is also a record of two earlier attempts to join ChromeOS and Android.

Publishers:theverge.com

Reality

Evidence58
Adoption12
Hype gap+22
Incentives72
Confidence55
scienceOne report1 publisher

Lenovo's fanless concept laptop clears 30 watts with four ultrasonic air-jet chips

Frore Systems' AirJet Mini vibrates a membrane to drive ambient air at 200 km/h over a copper plate. Four of them cool Lenovo's 830-gram AeroBlade, removing about as much heat as the fan they replace.

Publishers:livescience.com

Reality

Evidence45
Adoption12
Hype gap+35
Incentives70
Confidence50