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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
82 vs 84
Hardware Fit
100 vs 81
Quality Score
74 vs 85

Hardware

deepseek-coder-v2:… qwen3.8-27b-uncens…
MachineNVIDIA NVIDIA_DGX_SparkGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUCortex-X925AMD Ryzen 5 5600X 6-Core Processor
Cores2012
RAM122 GB32 GB
GPUDevice 2e12NVIDIA GeForce RTX 5070 Ti
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

deepseek-coder-v2:… qwen3.8-27b-uncens…
Tokens/sec117.218.3
First chunk275 ms9 ms
TTFT275 ms522 ms
Load time8.9 s7.7 s
Memory usage17.9 GB14.9 GB
Memory %15%47%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

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-uncensored-…

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