Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
80 vs 84
Hardware Fit
60 vs 82
Quality Score
88 vs 85

Hardware

qwen3-coder:30b gemma4:12b-mlx
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-12700KApple M2 Pro
Cores2010
RAM96 GB16 GB
GPUParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060Apple M2 Pro
OSMicrosoft Windows 11 Enterprise 10.0.26200macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-coder:30b gemma4:12b-mlx
Tokens/sec14.727.2
First chunk796 ms732 ms
TTFT796 ms8.1 s
Load time0.2 s3.5 s
Memory usage17.9 GB7.1 GB
Memory %19%44%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

Quality

qwen3-coder:30b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:12b-mlx

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3-coder:30b details | View gemma4:12b-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