Back to leaderboard

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Qwen3-Coder-30B:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
92 vs 91
Hardware Fit
100 vs 100
Quality Score
89 vs 87

Hardware

google/gemma-4-12b… Qwen3-Coder-30B:30b
MachineMicro-Star International Co., Ltd. MS-7E51HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i7-14700F
Cores1628
RAM31 GB128 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-12b… Qwen3-Coder-30B:30b
Tokens/sec90.774.0
First chunk26 ms381 ms
TTFT127 ms381 ms
Load timeN/A15.3 s
Memory usage6.7 GB17.9 GB
Memory %21%14%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

Qwen3-Coder-30B:30b

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

Quality

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Qwen3-Coder-30B:30b

Reasoning
16/20
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

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