Back to leaderboard

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

Global Score
82 vs 62
Hardware Fit
100 vs 91
Quality Score
74 vs 50

Hardware

deepseek-coder-v2:… llama3.2:1b
MachineNVIDIA NVIDIA_DGX_SparkASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV
CPUCortex-X925AMD Ryzen 9 8945HS
Cores2016
RAM122 GB15 GB
GPUDevice 2e12NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

deepseek-coder-v2:… llama3.2:1b
Tokens/sec117.2170.2
First chunk275 ms142 ms
TTFT275 ms142 ms
Load time8.9 s3.2 s
Memory usage17.9 GB1.6 GB
Memory %15%11%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

llama3.2:1b

Speed
50/50
TTFT
20/20
Memory
21/30

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

llama3.2:1b

Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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