gemma4:12b
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Jul 7, 2026 · Cortex-X925
qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
Global Score
86 vs 68
Hardware Fit
79 vs 59
Quality Score
89 vs 72
Hardware
gemma4:12b qwen2.5-coder:7b
MachineASUSTeK COMPUTER INC. GX10ASUS
CPUCortex-X925Intel Gen Intel® Core™ i7-13700K
Cores2024
RAM122 GB64 GB
GPUDevice 2e12NVIDIA GeForce RTX 3070
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformanceunknown
Performance
gemma4:12b qwen2.5-coder:7b
Tokens/sec27.534.4
First chunk484 ms1991 ms
TTFT484 ms2.0 s
Load time8.2 s40.6 s
Memory usage9.3 GB5.0 GB
Memory %8%8%
HW Fit Score Breakdown
gemma4:12b
Speed
29/50
TTFT
20/20
Memory
30/30
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
Quality
gemma4:12b
Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest