gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

76 vs 61

Hardware Fit

51 vs 31

Quality Score

87 vs 74

Hardware

gemma-3-27b-it-qat qwen3-235b-a22b-t4…

MachineMac miniDell Inc. PowerEdge R820

CPUApple M4 ProIntel Xeon® E5-4650 v2

Cores1480

RAM64 GB256 GB

GPUApple M4 ProMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter

OSmacOS 15.7.4Microsoft Windows Server 2022 Datacenter 10.0.20348

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-3-27b-it-qat qwen3-235b-a22b-t4…

Tokens/sec8.91.7

First chunk3976 ms3351 ms

TTFT4.0 s3.4 s

Load timeN/A0.0 s

Memory usage15.7 GB134.2 GB

Memory %25%52%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

qwen3-235b-a22b-t48-c8k…

Speed

1/50

TTFT

6/20

Memory

24/30

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

qwen3-235b-a22b-t48-c8k…

Reasoning

19/20

Coding

11/20

Instruction

7/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View gemma-3-27b-it-qat details | View qwen3-235b-a22b-t4… 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