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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen2.5-vl:7b

OLLAMA GGUF

qwen2vl · 7.6B · Q4_K_M

Excellent

Nov 8, 2026 · AMD Ryzen 7 8845HS

Global Score
86 vs 84
Hardware Fit
80 vs 100
Quality Score
89 vs 77

Hardware

gemma4:12b qwen2.5-vl:7b
MachineASUSLENOVO 83DH
CPUIntel Gen Intel® Core™ i7-12700AMD Ryzen 7 8845HS
Cores2016
RAM30 GB15 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Home Single Language 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

gemma4:12b qwen2.5-vl:7b
Tokens/sec74.429.9
First chunk152 ms89 ms
TTFT30.0 s89 ms
Load time0.0 s10.9 s
Memory usage0.8 GB4.8 GB
Memory %3%31%

HW Fit Score Breakdown

gemma4:12b

Speed
50/50
TTFT
0/20
Memory
30/30

qwen2.5-vl:7b

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

Quality

gemma4:12b

Reasoning
18/20
Coding
15/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen2.5-vl:7b

Reasoning
16/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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