PulseAugur
EN
LIVE 13:28:20
日本語(JA) 新しく出たというローカルLLM用AIPC。 値段出てないけど、GPUじゃないからか、やっぱ遅いね…。 ＞メモリ容量の高速化と大容量化に伴い、Qwen3.5-122B Q4_K_M実行時の速度は24.72tok/sから27.16tok/sまで引き上げられ、DeepSeek V4 Flash Q4(144GB)のような、1

New AI-PC for Local LLMs Shows Slow Performance Compared to GPUs

By PulseAugur Editorial · [2 sources] ·

A new AI-PC designed for local LLM operation has been released, though its performance is noted as slow compared to GPU-based systems. The device supports large models like Qwen3.5-122B and DeepSeek V4 Flash, with speeds reaching up to 27.16 tokens/sec for Qwen3.5-122B and around 12 tokens/sec for DeepSeek V4 Flash. Despite advancements in memory speed and capacity, the AI-PC's bandwidth is significantly lower than high-end GPUs, leading to the conclusion that cloud-based solutions may be more practical for general users. AI

IMPACT This new AI-PC offers a dedicated hardware solution for local LLM operation, though its current performance limitations suggest cloud-based services remain more practical for most users.

RANK_REASON The cluster discusses a new hardware product for running AI models locally, but it is not a frontier release from a major AI lab.

Read on Mastodon — sigmoid.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New AI-PC for Local LLMs Shows Slow Performance Compared to GPUs

How we ranked this

Signal score
14 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The cluster discusses a new hardware product for running AI models locally, but it is not a frontier release from a major AI lab.
Source corroboration
2 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [2]

  1. Mastodon — sigmoid.social TIER_1 日本語(JA) · [email protected] ·

    AIPC for newly released local LLMs. The price isn't out yet, but it's slow because it's not a GPU... >With the increase in memory capacity and speed, the execution speed for Qwen3.5-122B Q4_K_M has been increased from 24.72 tok/s to 27.16 tok/s, and for models like DeepSeek V4 Flash Q4 (144GB), 1

    新しく出たというローカルLLM用AIPC。 値段出てないけど、GPUじゃないからか、やっぱ遅いね…。 ＞メモリ容量の高速化と大容量化に伴い、Qwen3.5-122B Q4_K_M実行時の速度は24.72tok/sから27.16tok/sまで引き上げられ、DeepSeek V4 Flash Q4(144GB)のような、128GBを超える大容量モデルも単体でロードできるようになったとしている(速度は12tok/s前後)。 https:// pc.watch.impress.co.jp/docs/ne ws/2138647.html LPDDR5X-8533の…

    LINKS pc.watch.impress.co.jp/…/2138647.html ithome.com/…/347.htm nvidia.com/…/compare
  2. Mastodon — fosstodon.org TIER_1 日本語(JA) · [email protected] ·

    AIPC for newly released local LLMs. The price isn't out yet, but it's slow because it's not a GPU... >With the increase in memory capacity and speed, the execution speed for Qwen3.5-122B Q4_K_M has been increased from 24.72 tok/s to 27.16 tok/s, and for models like DeepSeek V4 Flash Q4 (144GB), 1

    新しく出たというローカルLLM用AIPC。 値段出てないけど、GPUじゃないからか、やっぱ遅いね…。 ＞メモリ容量の高速化と大容量化に伴い、Qwen3.5-122B Q4_K_M実行時の速度は24.72tok/sから27.16tok/sまで引き上げられ、DeepSeek V4 Flash Q4(144GB)のような、128GBを超える大容量モデルも単体でロードできるようになったとしている(速度は12tok/s前後)。 https:// pc.watch.impress.co.jp/docs/ne ws/2138647.html このLPDDR5X-853…

    LINKS pc.watch.impress.co.jp/…/2138647.html ithome.com/…/347.htm nvidia.com/…/compare

RELATED ENTITIES

RELATED TOPICS