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Qwen3-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 24, 2026 · Intel Core™ Ultra X7 358H

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
82 vs 66
Hardware Fit
59 vs 63
Quality Score
92 vs 67

Hardware

Qwen3-80B:80B deepseek-r1:7b
MachineGMKtec NucBox EVO-T2SGigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ Ultra X7 358HIntel Core™ i5-6500
Cores164
RAM64 GB16 GB
GPUIntel(R) Arc(TM) B390 GPUGP104 [GeForce GTX 1070]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Qwen3-80B:80B deepseek-r1:7b
Tokens/sec19.635.6
First chunk823 ms224 ms
TTFT823 ms7.5 s
Load time41.6 s7.7 s
Memory usage46.9 GB4.6 GB
Memory %74%29%

HW Fit Score Breakdown

Qwen3-80B:80B

Speed
26/50
TTFT
20/20
Memory
13/30

deepseek-r1:7b

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

Quality

Qwen3-80B:80B

Reasoning
18/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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

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