Back to leaderboard

qwen3-coder:30b-a3b-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Marginal

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

qwen3.8-27b-claude-opus-reasoning-distilled

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Aug 20, 2026 · Apple M4 Max

Global Score
52 vs 80
Hardware Fit
69 vs 63
Quality Score
45 vs 87

Hardware

qwen3-coder:30b-a3… qwen3.8-27b-claude…
MachineMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJGMacBook Pro
CPUIntel Core™ Ultra 9 285HXApple M4 Max
Cores2416
RAM63 GB128 GB
GPUIntel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPUApple M4 Max
OSMicrosoft Windows 11 Home Single Language 10.0.26200macOS 26.5.2
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b-a3… qwen3.8-27b-claude…
Tokens/sec29.424.0
First chunk593 ms20 ms
TTFT593 ms4.5 s
Load time14.2 sN/A
Memory usage42.6 GB15.7 GB
Memory %67%12%

HW Fit Score Breakdown

qwen3-coder:30b-a3b-q4_…

Speed
33/50
TTFT
20/20
Memory
16/30

qwen3.8-27b-claude-opus…

Speed
27/50
TTFT
6/20
Memory
30/30

Quality

qwen3-coder:30b-a3b-q4_…

Reasoning
16/20
Coding
18/20
Instruction
0/20
Structured
0/15
Math
11/15
Multilingual
0/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

qwen3.8-27b-claude-opus…

Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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