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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

Global Score
80 vs 82
Hardware Fit
85 vs 100
Quality Score
78 vs 74

Hardware

qwen3:8b deepseek-coder-v2:…
MachineHP HP Z8 G4 WorkstationNVIDIA NVIDIA_DGX_Spark
CPUIntel Xeon® Gold 6230Cortex-X925
Cores8020
RAM252 GB122 GB
GPUTU104GL [Quadro RTX 5000]Device 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

qwen3:8b deepseek-coder-v2:…
Tokens/sec65.1117.2
First chunk289 ms275 ms
TTFT4.2 s275 ms
Load time4.6 s8.9 s
Memory usage5.6 GB17.9 GB
Memory %2%15%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
5/20
Memory
30/30

deepseek-coder-v2:16b

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

Quality

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

deepseek-coder-v2:16b

Reasoning
8/20
Coding
19/20
Instruction
13/20
Structured
12/15
Math
14/15
Multilingual
8/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3:8b details | View deepseek-coder-v2:… 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