Back to leaderboard

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

gemma-3-4b-it-q4-k-m

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
65 vs 80
Hardware Fit
88 vs 100
Quality Score
55 vs 71

Hardware

qwen3.5-2b-mlx gemma-3-4b-it-q4-k-m
MachineMac miniMac Pro
CPUApple M4 ProIntel Core™ i5-10400
Cores1412
RAM64 GB32 GB
GPUApple M4 ProAMD Radeon RX 6700 XT
OSmacOS 15.7.4macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.5-2b-mlx gemma-3-4b-it-q4-k-m
Tokens/sec48.975.0
First chunk4208 ms136 ms
TTFT4.2 s136 ms
Load timeN/A0.0 s
Memory usage1.6 GB0.8 GB
Memory %3%3%

HW Fit Score Breakdown

qwen3.5-2b-mlx

Speed
50/50
TTFT
8/20
Memory
30/30

gemma-3-4b-it-q4-k-m

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

Quality

qwen3.5-2b-mlx

Reasoning
10/20
Coding
7/20
Instruction
13/20
Structured
14/15
Math
3/15
Multilingual
8/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

gemma-3-4b-it-q4-k-m

Reasoning
11/20
Coding
17/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.5-2b-mlx details | View gemma-3-4b-it-q4-k-m 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