lmstudio-community/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 18, 2026 · Intel Core™ i7-14700F
Global Score
75 vs 93
Hardware Fit
48 vs 93
Quality Score
86 vs 93
Hardware
lmstudio-community… GPT-20B:20b
MachineDocker ContainerHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i7-14700F
Cores1628
RAM15 GB128 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 5080
OSUbuntu 26.04 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modeperformancebalanced
Performance
lmstudio-community… GPT-20B:20b
Tokens/sec5.8177.5
First chunk101 ms558 ms
TTFT5.3 s1.2 s
Load time11.0 s8.2 s
Memory usage0.6 GB11.9 GB
Memory %4%9%
HW Fit Score Breakdown
lmstudio-community/gemm…
Speed
10/50
TTFT
8/20
Memory
30/30
GPT-20B:20b
Speed
50/50
TTFT
13/20
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
GPT-20B:20b
Reasoning
19/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
15/15
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