Back to leaderboard

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.2B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score
76 vs 81
Hardware Fit
51 vs 98
Quality Score
87 vs 74

Hardware

gemma-3-27b-it-qat qwen3.5:4b
MachineMac miniMicrosoft WSL
CPUApple M4 ProAMD Ryzen 5 5500
Cores1412
RAM64 GB8 GB
GPUApple M4 ProIntegrated / Unknown
OSmacOS 15.7.4Ubuntu 26.04.1 LTS
Archarm64x64
Power Modebalancedunknown

Performance

gemma-3-27b-it-qat qwen3.5:4b
Tokens/sec8.993.7
First chunk3976 ms249 ms
TTFT4.0 s249 ms
Load timeN/A10.1 s
Memory usage15.7 GB2.9 GB
Memory %25%38%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed
12/50
TTFT
9/20
Memory
30/30

qwen3.5:4b

Speed
50/50
TTFT
20/20
Memory
28/30

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

qwen3.5:4b

Reasoning
15/20
Coding
13/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View gemma-3-27b-it-qat details | View qwen3.5:4b 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