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qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

Global Score
89 vs 82
Hardware Fit
88 vs 100
Quality Score
89 vs 74

Hardware

qwen3.8:27b-q8_0 deepseek-coder-v2:…
MachineDell Inc. PowerEdge XE8545NVIDIA NVIDIA_DGX_Spark
CPUAMD EPYC 7713 64-Core ProcessorCortex-X925
Cores12820
RAM1007 GB122 GB
GPUGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]Device 2e12
OSRocky Linux 8.10Ubuntu 24.04.4 LTS
Archx64arm64
Power Modeunknownperformance

Performance

qwen3.8:27b-q8_0 deepseek-coder-v2:…
Tokens/sec40.0117.2
First chunk177 ms275 ms
TTFT177 ms275 ms
Load time24.7 s8.9 s
Memory usage51.0 GB17.9 GB
Memory %5%15%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
Memory
30/30

deepseek-coder-v2:16b

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

Quality

qwen3.8:27b-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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 qwen3.8:27b-q8_0 details | View deepseek-coder-v2:… details

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