gemma4:31b
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Jul 7, 2026 · Cortex-X925
Qwen3.8-27B-UD-Q3_K_XL
OLLAMA GGUFllama · 27.3B · Q4_K
Aug 23, 2026 · Intel Gen Intel® Core™ i5-12600K
Global Score
83 vs 90
Hardware Fit
60 vs 97
Quality Score
93 vs 87
Hardware
gemma4:31b Qwen3.8-27B-UD-Q3_…
MachineASUSTeK COMPUTER INC. GX10—
CPUCortex-X925Intel Gen Intel® Core™ i5-12600K
Cores2016
RAM122 GB31 GB
GPUDevice 2e12AlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power
Performance
gemma4:31b Qwen3.8-27B-UD-Q3_…
Tokens/sec10.939.0
First chunk681 ms305 ms
TTFT681 ms305 ms
Load time16.6 s0.0 s
Memory usage21.4 GB12.5 GB
Memory %18%41%
HW Fit Score Breakdown
gemma4:31b
Speed
10/50
TTFT
20/20
Memory
30/30
Qwen3.8-27B-UD-Q3_K_XL
Speed
50/50
TTFT
20/20
Memory
27/30
Quality
gemma4:31b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Qwen3.8-27B-UD-Q3_K_XL
Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
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