lmstudio-community/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
75 vs 68
Hardware Fit
48 vs 100
Quality Score
86 vs 54
Hardware
lmstudio-community… qwen2.5-coder:1.5b
MachineDocker ContainerLENOVO 20U30029MB
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i5-10210U
Cores168
RAM15 GB15 GB
GPUTigerLake-H GT1 [UHD Graphics]CometLake-U GT2 [UHD Graphics]
OSUbuntu 26.04 LTSPop 24.04 LTS
Archx64x64
Power Modeperformancelow-power
Performance
lmstudio-community… qwen2.5-coder:1.5b
Tokens/sec5.821.8
First chunk101 ms499 ms
TTFT5.3 s499 ms
Load time11.0 s4.4 s
Memory usage0.6 GB1.5 GB
Memory %4%10%
HW Fit Score Breakdown
lmstudio-community/gemm…
Speed
10/50
TTFT
8/20
Memory
30/30
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
lmstudio-community/gemm…
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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