deepseek-coder-v2:16b
OLLAMA GGUFdeepseek2 · 15.7B · Q4_0
Jun 26, 2026 · Cortex-X925
qwen3.8:27b-q8_0
OLLAMA GGUFqwen35 · 27.3B · Q8_0
Aug 22, 2026 · AMD EPYC 7713 64-Core Processor
Global Score
82 vs 89
Hardware Fit
100 vs 88
Quality Score
74 vs 89
Hardware
deepseek-coder-v2:… qwen3.8:27b-q8_0
MachineNVIDIA NVIDIA_DGX_SparkDell Inc. PowerEdge XE8545
CPUCortex-X925AMD EPYC 7713 64-Core Processor
Cores20128
RAM122 GB1007 GB
GPUDevice 2e12GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSUbuntu 24.04.4 LTSRocky Linux 8.10
Archarm64x64
Power Modeperformanceunknown
Performance
deepseek-coder-v2:… qwen3.8:27b-q8_0
Tokens/sec117.239.9
First chunk275 ms192 ms
TTFT275 ms192 ms
Load time8.9 s19.0 s
Memory usage17.9 GB51.0 GB
Memory %15%5%
HW Fit Score Breakdown
deepseek-coder-v2:16b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.8:27b-q8_0
Speed
38/50
TTFT
20/20
Memory
30/30
Quality
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
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
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest