qwen3.5:9b
OLLAMA GGUFqwen35 · 9.0B · Q4_K_M
Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H
Gemma4-31B:31B
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Aug 18, 2026 · Intel Core™ Ultra X7 358H
Global Score
85 vs 76
Hardware Fit
100 vs 45
Quality Score
79 vs 89
Hardware
qwen3.5:9b Gemma4-31B:31B
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHGMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i9-12900HIntel Core™ Ultra X7 358H
Cores2016
RAM32 GB64 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
qwen3.5:9b Gemma4-31B:31B
Tokens/sec41.43.8
First chunk162 ms3536 ms
TTFT162 ms3.5 s
Load time8.1 s19.6 s
Memory usage5.9 GB19.9 GB
Memory %19%31%
HW Fit Score Breakdown
qwen3.5:9b
Speed
50/50
TTFT
20/20
Memory
30/30
Gemma4-31B:31B
Speed
5/50
TTFT
10/20
Memory
30/30
Quality
qwen3.5:9b
Reasoning
14/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Gemma4-31B:31B
Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
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