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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 · 4.6B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score
85 vs 93
Hardware Fit
100 vs 100
Quality Score
79 vs 90

Hardware

qwen2.5:7b gemma4:e2b
MachineMACHENIKE L16PMicrosoft WSL
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 5 5500
Cores2412
RAM32 GB8 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUIntegrated / Unknown
OSMicrosoft Windows 11 专业版 10.0.26300Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedunknown

Performance

qwen2.5:7b gemma4:e2b
Tokens/sec52.3141.2
First chunk50 ms94 ms
TTFT50 ms1.6 s
Load time2.0 s18.4 s
Memory usage4.4 GB0.2 GB
Memory %14%3%

HW Fit Score Breakdown

qwen2.5:7b

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

gemma4:e2b

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

gemma4:e2b

Reasoning
18/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest