Kimi-48B:48B

kimi-linear · 49.1B · unknown

HP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML (NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core ))

55 GB · Microsoft Windows 11 Pro 10.0.28000

Tested on August 22, 2026

Top 6% Compare

Global Score

90 /100

Excellent

Hardware Fit

96/100

Quality

88/100

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ollama pull Kimi-48B:48B

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ollama.com/library/Kimi-48B

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GGUF versions & quantizations

Hardware

Machine: HP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML
CPU: NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )
Cores: 20 total (20 perf)
Frequency: 4 GHz
RAM: 55 GB LPDDR5
GPU: NVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPU
OS: Microsoft Windows 11 Pro 10.0.28000
Arch: arm64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 62.7
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.9
First chunk latency Delay before the first streamed chunk arrives from runtime: 397 ms
Time to first token How fast the model starts responding — lower is better: 397 ms
Load time Time to load the model into memory before inference: 16.8 s
Memory usage RAM consumed during inference — percentage of total system memory: 25.5 GB (47%)
Total tokens Total number of tokens generated across all benchmark prompts: 845

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

26/30

Quality

Reasoning

16/20

Coding

19/20

Instruction following

16/20

Structured output

15/15

Math

12/15

Multilingual

10/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.15
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 61b3366f00f6cbc5c786bba3a77a56c03f0a0482ff7f82aeead93ccbab9c6cd9

Interpretation

Hardware fit: 96/100. Overall suitability: EXCELLENT (Global 90/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Warnings

CPU appears throttled (2.9 GHz current vs 4.0 GHz nominal, 73%).

Bench Environment

Power: AC CPU load: avg 26% (peak 33%)

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