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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

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

Global Score
86 vs 81
Hardware Fit
80 vs 100
Quality Score
89 vs 73

Hardware

gemma4:12b llama-3.1-8b-instr…
MachineASUSASUS
CPUIntel Gen Intel® Core™ i7-12700AMD Ryzen 5 5500
Cores2012
RAM30 GB31 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Navi 44 [Radeon RX 9060 XT]
OSUbuntu 26.04.1 LTSNobara Linux 43
Archx64x64
Power Modelow-powerperformance

Performance

gemma4:12b llama-3.1-8b-instr…
Tokens/sec74.435.6
First chunk152 ms52 ms
TTFT30.0 s256 ms
Load time0.0 sN/A
Memory usage0.8 GB8.6 GB
Memory %3%28%

HW Fit Score Breakdown

gemma4:12b

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

llama-3.1-8b-instruct

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

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate 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