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qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Jun 17, 2026 · ZHAOXIN KaiXian KX-7000 KaiXian KX-7000

gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
65 vs 91
Hardware Fit
87 vs 89
Quality Score
56 vs 92

Hardware

qwen2.5:1.5b gemma-4-31b-it-qat
MachineShanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRBASUS
CPUZHAOXIN KaiXian KX-7000 KaiXian KX-7000AMD Ryzen 7 7800X3D 8-Core Processor
Cores816
RAM30 GB31 GB
GPUZX C-1190NVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Pro 10.0.26100cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5:1.5b gemma-4-31b-it-qat
Tokens/sec16.840.2
First chunk941 ms3 ms
TTFT941 ms302 ms
Load time0.2 sN/A
Memory usage1.0 GB18.8 GB
Memory %3%62%

HW Fit Score Breakdown

qwen2.5:1.5b

Speed
37/50
TTFT
20/20
Memory
30/30

gemma-4-31b-it-qat

Speed
50/50
TTFT
20/20
Memory
19/30

Quality

qwen2.5:1.5b

Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

gemma-4-31b-it-qat

Reasoning
19/20
Coding
18/20
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
View qwen2.5:1.5b details | View gemma-4-31b-it-qat details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest