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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
77 vs 88
Hardware Fit
59 vs 94
Quality Score
84 vs 85

Hardware

gemma4:12b huihui-qwen3.6-35b…
MachineASUSTeK COMPUTER INC. GX10Gigabyte Technology Co., Ltd. B550M AORUS PRO
CPUCortex-X925AMD Ryzen 5 5600X 6-Core Processor
Cores2012
RAM122 GB47 GB
GPUDevice 2e12AD106 [GeForce RTX 4060 Ti]
OSUbuntu 24.04.4 LTScachyos rolling
Archarm64x64
Power Modeperformancelow-power

Performance

gemma4:12b huihui-qwen3.6-35b…
Tokens/sec26.839.8
First chunk632 ms3 ms
TTFT30.0 s479 ms
Load time5.4 sN/A
Memory usage9.3 GB24.4 GB
Memory %8%52%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
0/20
Memory
30/30

huihui-qwen3.6-35b-a3b-…

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

Quality

gemma4:12b

Reasoning
17/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

huihui-qwen3.6-35b-a3b-…

Reasoning
18/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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