Back to leaderboard

qwen3-vl-4b-instruct-q4_k_m

OPENAI GGUF
Good

Apr 22, 2026 · Apple M2 Max

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score
62 vs 85
Hardware Fit
100 vs 64
Quality Score
46 vs 94

Hardware

qwen3-vl-4b-instru… gemma-4-31b-it-mlx
MachineMac StudioMacBook Pro
CPUApple M2 MaxApple M4 Max
Cores1216
RAM96 GB128 GB
GPUApple M2 MaxApple M4 Max
OSmacOS 26.1macOS 26.5.2
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3-vl-4b-instru… gemma-4-31b-it-mlx
Tokens/sec67.213.6
First chunk66 ms16 ms
TTFT68 ms558 ms
Load time0.0 s12.3 s
Memory usage0.2 GB0.0 GB
Memory %0%0%

HW Fit Score Breakdown

qwen3-vl-4b-instruct-q4…

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

gemma-4-31b-it-mlx

Speed
14/50
TTFT
20/20
Memory
30/30

Quality

qwen3-vl-4b-instruct-q4…

Reasoning
16/20
Coding
0/20
Instruction
12/20
Structured
1/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Poor Math: Adequate Multilingual: Strong

gemma-4-31b-it-mlx

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3-vl-4b-instru… details | View gemma-4-31b-it-mlx 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