Back to leaderboard

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

qwen3-coder:30b-a3b-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Marginal

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

Global Score
82 vs 52
Hardware Fit
100 vs 69
Quality Score
74 vs 45

Hardware

deepseek-coder-v2:… qwen3-coder:30b-a3…
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUCortex-X925Intel Core™ Ultra 9 285HX
Cores2024
RAM122 GB63 GB
GPUDevice 2e12Intel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home Single Language 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

deepseek-coder-v2:… qwen3-coder:30b-a3…
Tokens/sec117.229.4
First chunk275 ms593 ms
TTFT275 ms593 ms
Load time8.9 s14.2 s
Memory usage17.9 GB42.6 GB
Memory %15%67%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

qwen3-coder:30b-a3b-q4_…

Speed
33/50
TTFT
20/20
Memory
16/30

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

qwen3-coder:30b-a3b-q4_…

Reasoning
16/20
Coding
18/20
Instruction
0/20
Structured
0/15
Math
11/15
Multilingual
0/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

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