qwen2.5:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
85 vs 81
Hardware Fit
100 vs 100
Quality Score
79 vs 73
Hardware
qwen2.5:7b llama-3.1-8b-instr…
MachineMACHENIKE L16PASUS
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 5 5500
Cores2412
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 专业版 10.0.26300Nobara Linux 43
Archx64x64
Power Modebalancedperformance
Performance
qwen2.5:7b llama-3.1-8b-instr…
Tokens/sec52.335.6
First chunk50 ms52 ms
TTFT50 ms256 ms
Load time2.0 sN/A
Memory usage4.4 GB8.6 GB
Memory %14%28%
HW Fit Score Breakdown
qwen2.5:7b
Speed
50/50
TTFT
20/20
Memory
30/30
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
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
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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