Qwen3-80B:80B
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Aug 24, 2026 · Intel Core™ Ultra X7 358H
Kimi-48B:48B
OLLAMA GGUFkimi-linear · 49.1B · unknown
Aug 19, 2026 · Intel Core™ Ultra X7 358H
Global Score
82 vs 86
Hardware Fit
59 vs 78
Quality Score
92 vs 89
Hardware
Qwen3-80B:80B Kimi-48B:48B
MachineGMKtec NucBox EVO-T2SGMKtec NucBox EVO-T2S
CPUIntel Core™ Ultra X7 358HIntel Core™ Ultra X7 358H
Cores1616
RAM64 GB64 GB
GPUIntel(R) Arc(TM) B390 GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Qwen3-80B:80B Kimi-48B:48B
Tokens/sec19.622.8
First chunk823 ms721 ms
TTFT823 ms721 ms
Load time41.6 s23.0 s
Memory usage46.9 GB25.5 GB
Memory %74%40%
HW Fit Score Breakdown
Qwen3-80B:80B
Speed
26/50
TTFT
20/20
Memory
13/30
Kimi-48B:48B
Speed
31/50
TTFT
20/20
Memory
27/30
Quality
Qwen3-80B:80B
Reasoning
18/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Kimi-48B:48B
Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest