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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
66 vs 72
Hardware Fit
63 vs 89
Quality Score
67 vs 64

Hardware

deepseek-r1:7b qwen3-vl:8b
MachineGigabyte Technology Co., Ltd. H170M-D3HHP HP Z8 G4 Workstation
CPUIntel Core™ i5-6500Intel Xeon® Gold 6230
Cores480
RAM16 GB252 GB
GPUGP104 [GeForce GTX 1070]TU104GL [Quadro RTX 5000]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

deepseek-r1:7b qwen3-vl:8b
Tokens/sec35.668.2
First chunk224 ms285 ms
TTFT7.5 s2.0 s
Load time7.7 s42.4 s
Memory usage4.6 GB7.1 GB
Memory %29%3%

HW Fit Score Breakdown

deepseek-r1:7b

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong
View deepseek-r1:7b details | View qwen3-vl:8b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest