deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

82 vs 76

Hardware Fit

100 vs 51

Quality Score

74 vs 87

Hardware

deepseek-coder-v2:… gemma-3-27b-it-qat

MachineNVIDIA NVIDIA_DGX_SparkMac mini

CPUCortex-X925Apple M4 Pro

Cores2014

RAM122 GB64 GB

GPUDevice 2e12Apple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archarm64arm64

Power Modeperformancebalanced

Performance

deepseek-coder-v2:… gemma-3-27b-it-qat

Tokens/sec117.28.9

First chunk275 ms3976 ms

TTFT275 ms4.0 s

Load time8.9 sN/A

Memory usage17.9 GB15.7 GB

Memory %15%25%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View deepseek-coder-v2:… details | View gemma-3-27b-it-qat 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