gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

76 vs 68

Hardware Fit

51 vs 59

Quality Score

87 vs 72

Hardware

gemma-3-27b-it-qat qwen2.5-coder:7b

MachineMac miniASUS

CPUApple M4 ProIntel Gen Intel® Core™ i7-13700K

Cores1424

RAM64 GB64 GB

GPUApple M4 ProNVIDIA GeForce RTX 3070

OSmacOS 15.7.4Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedunknown

Performance

gemma-3-27b-it-qat qwen2.5-coder:7b

Tokens/sec8.934.4

First chunk3976 ms1991 ms

TTFT4.0 s2.0 s

Load timeN/A40.6 s

Memory usage15.7 GB5.0 GB

Memory %25%8%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

Quality

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

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View gemma-3-27b-it-qat details | View qwen2.5-coder:7b 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