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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

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

Global Score
83 vs 89
Hardware Fit
100 vs 88
Quality Score
75 vs 89

Hardware

deepseek-coder-v2:… qwen3.8:27b-q8_0
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Dell Inc. PowerEdge XE8545
CPUIntel Core™ i5-14400FAMD EPYC 7713 64-Core Processor
Cores16128
RAM32 GB1007 GB
GPUNVIDIA GeForce RTX 5060 TiGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSMicrosoft Windows 11 Professionnel 10.0.26200Rocky Linux 8.10
Archx64x64
Power Modebalancedunknown

Performance

deepseek-coder-v2:… qwen3.8:27b-q8_0
Tokens/sec150.440.0
First chunk116 ms177 ms
TTFT116 ms177 ms
Load time5.8 s24.7 s
Memory usage9.4 GB51.0 GB
Memory %30%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
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
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
View deepseek-coder-v2:… details | View qwen3.8:27b-q8_0 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