HP ZBook X G2i 16 inch Mobile Workstation PC (RTX PRO 500 Blackwell): which AI models can it run?

Estimated from the specifications below. Choose the memory size you have or plan to buy, then read the table for that size.

Specifications

Brand
HP
Chip
Intel Core Ultra 9 386H; Core Ultra 7 366H or 356H; Core Ultra 5 336H
Processor
Intel Core Ultra 9 386H; Core Ultra 7 366H or 356H; Core Ultra 5 336H
Graphics
NVIDIA RTX PRO 500 Blackwell Generation Laptop GPU (6GB GDDR7)
Memory type
DDR5-5600 SODIMM (DDR5-6400 CSODIMM with 1x64GB or 128GB)
Memory options
16 GB, 24 GB, 32 GB, 48 GB, 64 GB, 128 GB
Graphics memory
6 GB
Memory bandwidth
288 GB/s

Sources: https://h20195.www2.hp.com/v2/GetDocument.aspx?docname=c09227454, https://www.nvidia.com/en-us/products/workstations/professional-laptops/compare/

HP QuickSpecs lists this GPU as one of four discrete options; the VRAM and bandwidth figures are from the NVIDIA professional laptop compare page, not the QuickSpecs. QuickSpecs version dated in the document; read 2026-10-28.

With 16 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Won't fit 27.2 not known n/a not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b
Won't fit 22.6 not known n/a 9.3/10 Estimated
Qwen3 32B
qwen3:32b
Won't fit 26.3 not known n/a not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Won't fit 51.5 not known n/a not measured yet Estimated
gpt-oss 120B
gpt-oss:120b
Won't fit 70.5 not known n/a not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

With 24 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Won't fit 27.2 not known n/a not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 22.6 4.4 to 8.2 Unclear could be Slow or Moderate 9.3/10 Estimated
Qwen3 32B
qwen3:32b
Won't fit 26.3 not known n/a not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Won't fit 51.5 not known n/a not measured yet Estimated
gpt-oss 120B
gpt-oss:120b
Won't fit 70.5 not known n/a not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

With 32 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 27.2 0.9 to 1.7 Slow not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 22.6 4.4 to 8.2 Unclear could be Slow or Moderate 9.3/10 Estimated
Qwen3 32B
qwen3:32b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 26.3 0.8 to 1.4 Slow not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Won't fit 51.5 not known n/a not measured yet Estimated
gpt-oss 120B
gpt-oss:120b
Won't fit 70.5 not known n/a not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

With 48 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 27.2 0.9 to 1.7 Slow not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 22.6 4.4 to 8.2 Unclear could be Slow or Moderate 9.3/10 Estimated
Qwen3 32B
qwen3:32b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 26.3 0.8 to 1.4 Slow not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Won't fit 51.5 not known n/a not measured yet Estimated
gpt-oss 120B
gpt-oss:120b
Won't fit 70.5 not known n/a not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

With 64 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 27.2 0.9 to 1.7 Slow not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 22.6 4.4 to 8.2 Unclear could be Slow or Moderate 9.3/10 Estimated
Qwen3 32B
qwen3:32b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 26.3 0.8 to 1.4 Slow not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 51.5 0.4 to 0.7 Slow not measured yet Estimated
gpt-oss 120B
gpt-oss:120b
Won't fit 70.5 not known n/a not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

With 128 GB of memory

About 6 GB of it can hold a model.

ModelFitNeeds (GB)Writing speed (tokens per second)SpeedQualityBasis
Llama 3.2 3B
llama3.2:3b
Fits 5 50 to 94 Fast not measured yet Estimated
Qwen3 4B
qwen3:4b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6 6 to 11 Unclear could be Moderate or Fast not measured yet Estimated
Gemma 3 4B
gemma3:4b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 6.7 4.6 to 8.5 Unclear could be Slow or Moderate not measured yet Estimated
Mistral 7B v0.3
mistral:7b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 7.8 3.4 to 6.4 Unclear could be Slow or Moderate not measured yet Estimated
Llama 3.1 8B
llama3.1:8b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.3 3.1 to 5.7 Unclear could be Slow or Moderate not measured yet Estimated
Qwen3 8B
qwen3:8b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 8.9 2.9 to 5.4 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 12B
gemma3:12b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 15.9 1.9 to 3.5 Slow not measured yet Estimated
DeepSeek-R1 Distill Qwen 14B
deepseek-r1:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.7 1.7 to 3.1 Slow not measured yet Estimated
Phi-4 14B
phi4:14b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.9 1.7 to 3.1 Slow not measured yet Estimated
Qwen3 14B
qwen3:14b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 13.4 1.6 to 3 Slow not measured yet Estimated
gpt-oss 20B
gpt-oss:20b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 16.5 3.8 to 7 Unclear could be Slow or Moderate not measured yet Estimated
Gemma 3 27B
gemma3:27b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 27.2 0.9 to 1.7 Slow not measured yet Estimated
Qwen3 30B (A3B)
qwen3:30b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 22.6 4.4 to 8.2 Unclear could be Slow or Moderate 9.3/10 Estimated
Qwen3 32B
qwen3:32b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 26.3 0.8 to 1.4 Slow not measured yet Estimated
Llama 3.1 70B
llama3.1:70b
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 51.5 0.4 to 0.7 Slow not measured yet Estimated
gpt-oss 120B
gpt-oss:120b · thinks first
Part of the model runs from system memory, which is much slower.
Partial offload (slow) 70.5 3.2 to 5.9 Unclear could be Slow or Moderate not measured yet Estimated

Models marked "thinks first" can write out their reasoning before they answer, so a job takes longer than the speed alone suggests.

Editing, gaming, CAD and other work

Each app below publishes a minimum and a recommended system requirement. We compare them with this laptop's memory and graphics memory. We do not judge the graphics chip's class, the processor generation or the operating system, because the makers describe those in words: check the source link for the exact card, processor and system they name. Many apps and games run only on Windows or only on macOS. Integrated graphics count as below any requirement for a dedicated card. Not known means the maker does not state this laptop's graphics memory.

App16 GB24 GB32 GB48 GB64 GB128 GB
Video editing
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Photo editing and design
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HoudiniBelow minimumBelow minimumBelow minimumBelow minimumBelow minimumBelow minimum
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TwinmotionMinimumMinimumMinimumMinimumMinimumMinimum
Lumion ProMinimumMinimumMinimumMinimumMinimumMinimum
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Gaming
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AI image and video generation
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FooocusMinimumMinimumMinimumMinimumMinimumMinimum
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FL StudioMinimumMinimumMinimumMinimumMinimumMinimum
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ReasonMinimumMinimumMinimumMinimumMinimumMinimum
Traktor Pro 4MinimumMinimumMinimumMinimumMinimumMinimum
Adobe AuditionMinimumMinimumMinimumMinimumMinimumMinimum
Software development
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Everyday work
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Microsoft TeamsMinimumMinimumMinimumMinimumMinimumMinimum
Google ChromeMinimumMinimumMinimumMinimumMinimumMinimum
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Labels follow the makers' published lists. All use cases.

Speed is the speed of writing an answer, shown as a range. Reading speed is not estimated. How the estimates work · How close they are · Back to the finder