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qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
85 vs 80
Hardware Fit
100 vs 85
Quality Score
79 vs 78

Hardware

qwen2.5:7b qwen3:8b
MachineMACHENIKE L16PHP HP Z8 G4 Workstation
CPUIntel Gen Intel® Core™ i9-12900HXIntel Xeon® Gold 6230
Cores2480
RAM32 GB252 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 专业版 10.0.26300Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5:7b qwen3:8b
Tokens/sec52.365.1
First chunk50 ms289 ms
TTFT50 ms4.2 s
Load time2.0 s4.6 s
Memory usage4.4 GB5.6 GB
Memory %14%2%

HW Fit Score Breakdown

qwen2.5:7b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3:8b

Speed
50/50
TTFT
5/20
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

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest