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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

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
86 vs 81
Hardware Fit
80 vs 64
Quality Score
89 vs 88

Hardware

gemma4:12b llama4:scout
MachineASUSNVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i7-12700Cortex-X925
Cores2020
RAM30 GB122 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Device 2e12
OSUbuntu 26.04.1 LTSUbuntu 24.04.5 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

gemma4:12b llama4:scout
Tokens/sec74.419.6
First chunk152 ms677 ms
TTFT30.0 s677 ms
Load time0.0 s13.1 s
Memory usage0.8 GB63.4 GB
Memory %3%52%

HW Fit Score Breakdown

gemma4:12b

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

llama4:scout

Speed
20/50
TTFT
20/20
Memory
24/30

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

llama4:scout

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
13/15
Math
13/15
Multilingual
10/10
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