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qwen/qwen3-coder-30b

LM-STUDIO GGUF

qwen3moe · 30B · Q4_K_M

Excellent

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

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
88 vs 91
Hardware Fit
84 vs 96
Quality Score
89 vs 89

Hardware

qwen/qwen3-coder-30b gemma4:12b-mlx
MachineASUSMacBook Pro
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M2 Pro
Cores1610
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M2 Pro
OScachyos rollingmacOS 26.5
Archx64arm64
Power Modeperformancebalanced

Performance

qwen/qwen3-coder-30b gemma4:12b-mlx
Tokens/sec95.424.7
First chunk11 ms610 ms
TTFT179 ms610 ms
Load timeN/A3.6 s
Memory usage22.2 GB7.1 GB
Memory %73%45%

HW Fit Score Breakdown

qwen/qwen3-coder-30b

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

gemma4:12b-mlx

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

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

gemma4:12b-mlx

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen/qwen3-coder-30b details | View gemma4:12b-mlx details

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