deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3.5-4b-mlx

LM-STUDIO MLX

qwen3_5 · 4B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

83 vs 71

Hardware Fit

100 vs 88

Quality Score

75 vs 63

Hardware

deepseek-coder-v2:… qwen3.5-4b-mlx

MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4MacBook Air

CPUIntel Core™ i5-14400FApple M4

Cores1610

RAM32 GB32 GB

GPUNVIDIA GeForce RTX 5060 TiApple M4

OSMicrosoft Windows 11 Professionnel 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

deepseek-coder-v2:… qwen3.5-4b-mlx

Tokens/sec150.423.1

First chunk116 ms3279 ms

TTFT116 ms3.3 s

Load time5.8 sN/A

Memory usage9.4 GB2.9 GB

Memory %30%9%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.5-4b-mlx

Speed

45/50

TTFT

13/20

Memory

30/30

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

qwen3.5-4b-mlx

Reasoning

15/20

Coding

16/20

Instruction

6/20

Structured

6/15

Math

11/15

Multilingual

9/10

Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Weak Math: Adequate Multilingual: Strong

View deepseek-coder-v2:… details | View qwen3.5-4b-mlx details

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