gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Aug 23, 2026 · Intel Xeon® E5-4650 v2
Global Score
88 vs 61
Hardware Fit
86 vs 31
Quality Score
89 vs 74
Hardware
gemma4:12b-it-qat qwen3-235b-a22b-t4…
MachineMac miniDell Inc. PowerEdge R820
CPUApple M4 ProIntel Xeon® E5-4650 v2
Cores1280
RAM24 GB256 GB
GPUApple M4 ProMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSmacOS 15.6.1Microsoft Windows Server 2022 Datacenter 10.0.20348
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-it-qat qwen3-235b-a22b-t4…
Tokens/sec30.01.7
First chunk686 ms3351 ms
TTFT7.1 s3.4 s
Load time5.4 s0.0 s
Memory usage7.1 GB134.2 GB
Memory %30%52%
HW Fit Score Breakdown
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
qwen3-235b-a22b-t48-c8k…
Speed
1/50
TTFT
6/20
Memory
24/30
Quality
gemma4:12b-it-qat
Reasoning
18/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-235b-a22b-t48-c8k…
Reasoning
19/20
Coding
11/20
Instruction
7/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest