Back to leaderboard

qwen/qwen3-coder-30b

LM-STUDIO GGUF

qwen3moe · 30B · Q4_K_M

Excellent

Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score
88 vs 66
Hardware Fit
84 vs 91
Quality Score
89 vs 55

Hardware

qwen/qwen3-coder-30b qwen3.8-27b-mlx
MachineASUSMacBook Pro
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M5 Max
Cores1618
RAM31 GB64 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M5 Max
OScachyos rollingmacOS 27.0
Archx64arm64
Power Modeperformancebalanced

Performance

qwen/qwen3-coder-30b qwen3.8-27b-mlx
Tokens/sec95.433.2
First chunk11 ms7 ms
TTFT179 ms311 ms
Load timeN/AN/A
Memory usage22.2 GB0.5 GB
Memory %73%1%

HW Fit Score Breakdown

qwen/qwen3-coder-30b

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

qwen3.8-27b-mlx

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

Quality

qwen/qwen3-coder-30b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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

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