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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

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
85 vs 76
Hardware Fit
100 vs 82
Quality Score
79 vs 73

Hardware

qwen2.5:7b gemma4:e2b
MachineMACHENIKE L16PLENOVO 20U30029MB
CPUIntel Gen Intel® Core™ i9-12900HXIntel Core™ i5-10210U
Cores248
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 专业版 10.0.26300Pop 24.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5:7b gemma4:e2b
Tokens/sec52.313.5
First chunk50 ms1270 ms
TTFT50 ms1.3 s
Load time2.0 s13.4 s
Memory usage4.4 GB6.5 GB
Memory %14%42%

HW Fit Score Breakdown

qwen2.5:7b

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

gemma4:e2b

Speed
35/50
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

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak 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