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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

mistral:latest

OLLAMA GGUF

llama · 7.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
82 vs 73
Hardware Fit
100 vs 100
Quality Score
74 vs 62

Hardware

deepseek-coder-v2:… mistral:latest
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. MS-7B79
CPUCortex-X925AMD Ryzen 5 2600X Six-Core Processor
Cores2012
RAM122 GB16 GB
GPUDevice 2e12NVIDIA GeForce GTX 1080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Famille 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

deepseek-coder-v2:… mistral:latest
Tokens/sec117.231.7
First chunk275 ms102 ms
TTFT275 ms102 ms
Load time8.9 s14.3 s
Memory usage17.9 GB4.8 GB
Memory %15%30%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

mistral:latest

Speed
50/50
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

mistral:latest

Reasoning
8/20
Coding
13/20
Instruction
16/20
Structured
12/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

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