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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jun 5, 2026 · AMD Ryzen 7 5800H

Global Score
66 vs 89
Hardware Fit
63 vs 83
Quality Score
67 vs 92

Hardware

deepseek-r1:7b gemma4:latest
MachineGigabyte Technology Co., Ltd. H170M-D3HLENOVO 82JQ
CPUIntel Core™ i5-6500AMD Ryzen 7 5800H
Cores416
RAM16 GB16 GB
GPUGP104 [GeForce GTX 1070]NVIDIA GeForce RTX 3060 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b gemma4:latest
Tokens/sec35.646.3
First chunk224 ms824 ms
TTFT7.5 s3.8 s
Load time7.7 s21.0 s
Memory usage4.6 GB8.9 GB
Memory %29%56%

HW Fit Score Breakdown

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

gemma4:latest

Speed
50/50
TTFT
11/20
Memory
22/30

Quality

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

gemma4:latest

Reasoning
18/20
Coding
19/20
Instruction
15/20
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest