qwen2.5:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX
Kimi-48B:48B
OLLAMA GGUFkimi-linear · 49.1B · unknown
Aug 19, 2026 · Intel Core™ Ultra X7 358H
Global Score
85 vs 86
Hardware Fit
100 vs 78
Quality Score
79 vs 89
Hardware
qwen2.5:7b Kimi-48B:48B
MachineMACHENIKE L16PGMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i9-12900HXIntel Core™ Ultra X7 358H
Cores2416
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
qwen2.5:7b Kimi-48B:48B
Tokens/sec52.122.8
First chunk41 ms721 ms
TTFT41 ms721 ms
Load time2.1 s23.0 s
Memory usage4.4 GB25.5 GB
Memory %14%40%
HW Fit Score Breakdown
qwen2.5:7b
Speed
50/50
TTFT
20/20
Memory
30/30
Kimi-48B:48B
Speed
31/50
TTFT
20/20
Memory
27/30
Quality
qwen2.5:7b
Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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