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Rig score · laptop

Device readout 2026-08-03
Rig Score A tier
79%
32GB RAM Laptop (CPU/iGPU only) · 32 GB
runs 106 of 135 models · biggest Seed-OSS 36B Instruct
localmodel.run/rig

32GB RAM Laptop (CPU/iGPU only)

Runs 106 of 135 models (79%)

Excellent, runs up to ~32B comfortably.

Biggest it can run: Seed-OSS 36B Instruct

Grade
A
Runnable
106
Total
135
Coverage
79%

What 32GB RAM Laptop (CPU/iGPU only) can run

At 32 GB of system RAM, 32GB RAM Laptop (CPU/iGPU only) runs 106 of 135 tracked local models, 79% coverage that earns a A. The largest it handles is Seed-OSS 36B Instruct at 36B parameters; anything bigger needs more memory or a lower quantization.

With no discrete GPU, generation runs on the CPU and is bound by memory bandwidth. Models under about 8B stay responsive; larger ones load but generate slowly.

106 run well 0 tight fit 29 too big

Top models on 32GB RAM Laptop (CPU/iGPU only)

FAQ

What local AI rig score does 32GB RAM Laptop (CPU/iGPU only) get?

32GB RAM Laptop (CPU/iGPU only) scores A: it runs 106 of 135 tracked local LLMs (79%). The biggest it can run is Seed-OSS 36B Instruct.

How big a model can 32GB RAM Laptop (CPU/iGPU only) run?

32GB RAM Laptop (CPU/iGPU only) runs models up to Seed-OSS 36B Instruct (36B parameters) at Q4_K_M. Generation runs on the CPU, so smaller models stay the most responsive.

Is 32GB RAM Laptop (CPU/iGPU only) good for running local LLMs?

With no discrete GPU, generation runs on the CPU and is bound by memory bandwidth. Models under about 8B stay responsive; larger ones load but generate slowly.

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Score from coverage of 135 tracked models, estimated with our memory methodology.