deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score

83 vs 66

Hardware Fit

100 vs 91

Quality Score

75 vs 55

Hardware

deepseek-coder-v2:… qwen3.8-27b-mlx

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

CPUIntel Core™ i5-14400FApple M5 Max

Cores1618

RAM32 GB64 GB

GPUNVIDIA GeForce RTX 5060 TiApple M5 Max

OSMicrosoft Windows 11 Professionnel 10.0.26200macOS 27.0

Archx64arm64

Power Modebalancedbalanced

Performance

deepseek-coder-v2:… qwen3.8-27b-mlx

Tokens/sec150.433.2

First chunk116 ms7 ms

TTFT116 ms311 ms

Load time5.8 sN/A

Memory usage9.4 GB0.5 GB

Memory %30%1%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-mlx

Speed

41/50

TTFT

20/20

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

qwen3.8-27b-mlx

Reasoning

19/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

3/10

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

View deepseek-coder-v2:… details | View qwen3.8-27b-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