qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
unsloth/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_K_XL
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
Global Score
68 vs 75
Hardware Fit
100 vs 48
Quality Score
54 vs 86
Hardware
qwen2.5-coder:1.5b unsloth/gemma-4-12…
MachineLENOVO 20U30029MBDocker Container
CPUIntel Core™ i5-10210UIntel Gen Intel® Core™ i9-11900H
Cores816
RAM15 GB15 GB
GPUCometLake-U GT2 [UHD Graphics]TigerLake-H GT1 [UHD Graphics]
OSPop 24.04 LTSUbuntu 26.04 LTS
Archx64x64
Power Modelow-powerperformance
Performance
qwen2.5-coder:1.5b unsloth/gemma-4-12…
Tokens/sec21.86.0
First chunk499 ms27 ms
TTFT499 ms5.1 s
Load time4.4 s8.4 s
Memory usage1.5 GB0.0 GB
Memory %10%0%
HW Fit Score Breakdown
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
unsloth/gemma-4-12b-it-…
Speed
10/50
TTFT
8/20
Memory
30/30
Quality
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
unsloth/gemma-4-12b-it-…
Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest