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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-Opus-Distill-IQ3_XXS:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ3_XXS

Good

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
83 vs 73
Hardware Fit
100 vs 98
Quality Score
75 vs 62

Hardware

deepseek-coder-v2:… Qwen3.8-27B-Opus-D…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Micro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i5-14400FAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

deepseek-coder-v2:… Qwen3.8-27B-Opus-D…
Tokens/sec150.461.4
First chunk116 ms381 ms
TTFT116 ms381 ms
Load time5.8 s0.2 s
Memory usage9.4 GB12.2 GB
Memory %30%39%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

Qwen3.8-27B-Opus-Distil…

Speed
50/50
TTFT
20/20
Memory
28/30

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-Opus-Distil…

Reasoning
17/20
Coding
18/20
Instruction
8/20
Structured
0/15
Math
13/15
Multilingual
6/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Adequate

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