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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
82 vs 81
Hardware Fit
100 vs 100
Quality Score
74 vs 73

Hardware

deepseek-coder-v2:… gemma3n:latest
MachineNVIDIA NVIDIA_DGX_SparkSupermicro AS -2015HS-TNR
CPUCortex-X925AMD EPYC 9654P 96-Core Processor
Cores2064
RAM122 GB128 GB
GPUDevice 2e12GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 24.04.4 LTSUbuntu 24.04.3 LTS
Archarm64x64
Power Modeperformanceperformance

Performance

deepseek-coder-v2:… gemma3n:latest
Tokens/sec117.2108.7
First chunk275 ms333 ms
TTFT275 ms333 ms
Load time8.9 s4.5 s
Memory usage17.9 GB8.6 GB
Memory %15%7%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

gemma3n: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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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