Back to leaderboard

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

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

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
66 vs 80
Hardware Fit
91 vs 100
Quality Score
55 vs 71

Hardware

qwen3.8-27b-mlx gemma-3-4b-it-q4-k-m
MachineMacBook ProMac Pro
CPUApple M5 MaxIntel Core™ i5-10400
Cores1812
RAM64 GB32 GB
GPUApple M5 MaxAMD Radeon RX 6700 XT
OSmacOS 27.0macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.8-27b-mlx gemma-3-4b-it-q4-k-m
Tokens/sec33.275.0
First chunk7 ms136 ms
TTFT311 ms136 ms
Load timeN/A0.0 s
Memory usage0.5 GB0.8 GB
Memory %1%3%

HW Fit Score Breakdown

qwen3.8-27b-mlx

Speed
41/50
TTFT
20/20
Memory
30/30

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

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

Quality

qwen3.8-27b-mlx

Reasoning
19/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

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

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