# Nvidia’s RTX Spark Superchip outperforms Apple and AMD in local AI benchmarks

Digest AI · Hardware & Compute · published 2026-10-15T12:00:21Z

Canonical: https://digestai.news/story/nvidias-rtx-spark-superchip-outperforms-apple-and-amd-in-local-ai-benc

## Summary

Nvidia’s RTX Spark platform, announced at Computex 2026, pairs the GB10 Superchip with Windows on Arm to enable local AI agents. Tom’s Hardware tested the Surface Laptop Ultra with the RTX Spark Superchip, featuring 20 CPU cores, 6144 CUDA cores, and 128GB RAM, against a MacBook Pro with Apple’s M5 Max and AMD’s Ryzen AI Halo. The Surface Laptop Ultra finished agentic AI tasks 25% faster than the MacBook Pro and twice as fast as the Ryzen AI Halo, using Qwen 3.8-27B and Qwen 3.6 35B models with AgentPerf-local benchmarks.

While the RTX Spark excels in local AI performance, its gaming capabilities remain limited. The platform struggles with CPU-heavy games like *Gears of War: E-Day* due to the overhead of Prism x86 emulation and the Grace CPU’s performance. Even in less CPU-dependent titles like *Control Resonant*, memory bandwidth constraints and input latency issues persist. Nvidia’s vision for the platform—secure, autonomous AI agents—remains unfulfilled due to unready Windows features. The Surface Laptop Ultra costs **$5,899** with 1TB storage, and lead times extend to December 2026, raising questions about its value compared to cloud-based AI alternatives.

## Key points

- RTX Spark Surface Laptop Ultra beats MacBook Pro (M5 Max) and AMD Ryzen AI Halo in local AI benchmarks by 25-50%
- Gaming performance is weak due to CPU bottlenecks and limited memory bandwidth, even with DLSS Frame Generation
- Surface Laptop Ultra priced at **$5,899** with long lead times, raising cost concerns vs. cloud AI alternatives

## Why it matters

The RTX Spark platform proves Nvidia can outperform Apple and AMD in local AI workloads, but its high cost and gaming limitations may limit adoption. For privacy-focused users or those needing offline AI, it offers a compelling alternative to cloud services, though software maturity remains a hurdle.

## Sources

1. [We test the RTX Spark Superchip in Microsoft's Surface Laptop Ultra — Nvidia's Windows on Arm platform impresses in local AI, but gaming isn't its strong suit](https://tomshardware.com/laptops/we-test-the-rtx-spark-superchip-in-microsofts-surface-laptop-ultra-nvidias-windows-on-arm-platform-impresses-in-local-ai-but-gaming-isnt-its-strong-suit) (Tom's Hardware, 2026-10-15)
2. [NVIDIA RTX Spark brings 128 GB memory and local AI to Windows laptops starting at USD 2599](https://digit.in/features/laptops/nvidia-rtx-spark-brings-128-gb-memory-and-local-ai-to-windows-laptops-starting-at-usd-2599.html) (digit.in, 2026-10-15)
3. [Nvidia RTX Spark Review: Hello, Agentic AI](https://gizbot.com/features/nvidia-rtx-spark-review-hello-agentic-ai-129181.html) (gizbot.com, 2026-10-14)
4. [NVIDIA's RTX Spark is good for Windows, even if you don't need local AI](https://engadget.com/2287239/nvidia-rtx-spark-good-for-windows-even-if-you-do-not-need-local-ai) (engadget.com, 2026-10-14)

Part of the developing story: [NVIDIA RTX Spark Powers Local AI Revolution](https://digestai.news/thread/nvidia-launches-dgx-spark-64gb-with-100-billion-parameter-model-support) (6 stories)

## Cite

Digest AI, "Nvidia’s RTX Spark Superchip outperforms Apple and AMD in local AI benchmarks", 15 October 2026, https://digestai.news/story/nvidias-rtx-spark-superchip-outperforms-apple-and-amd-in-local-ai-benc

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