gemma4:12b
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Jul 7, 2026 · Cortex-X925
qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
86 vs 68
Hardware Fit
79 vs 100
Quality Score
89 vs 54
Hardware
gemma4:12b qwen2.5-coder:1.5b
MachineASUSTeK COMPUTER INC. GX10LENOVO 20U30029MB
CPUCortex-X925Intel Core™ i5-10210U
Cores208
RAM122 GB15 GB
GPUDevice 2e12CometLake-U GT2 [UHD Graphics]
OSUbuntu 24.04.4 LTSPop 24.04 LTS
Archarm64x64
Power Modeperformancelow-power
Performance
gemma4:12b qwen2.5-coder:1.5b
Tokens/sec27.521.8
First chunk484 ms499 ms
TTFT484 ms499 ms
Load time8.2 s4.4 s
Memory usage9.3 GB1.5 GB
Memory %8%10%
HW Fit Score Breakdown
gemma4:12b
Speed
29/50
TTFT
20/20
Memory
30/30
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
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:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor 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