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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
66 vs 78
Hardware Fit
63 vs 86
Quality Score
67 vs 74

Hardware

deepseek-r1:7b qwen3:8b
MachineGigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ i5-6500AMD Ryzen 9 3900X 12-Core Processor
Cores424
RAM16 GB64 GB
GPUGP104 [GeForce GTX 1070]NVIDIA GeForce RTX 4060 Ti
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b qwen3:8b
Tokens/sec35.648.5
First chunk224 ms202 ms
TTFT7.5 s4.3 s
Load time7.7 s4.2 s
Memory usage4.6 GB5.5 GB
Memory %29%9%

HW Fit Score Breakdown

deepseek-r1:7b

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

qwen3:8b

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

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

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate 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