gemma4:latest
OLLAMA GGUFgemma4 · 8.0B · Q4_K_M
Jul 11, 2026 · AMD Ryzen 9 9950X 16-Core Processor
cogito:3b
OLLAMA GGUFllama · 3.6B · Q4_K_M
Mar 6, 2026 · Apple M4
Global Score
87 vs 67
Hardware Fit
75 vs 100
Quality Score
92 vs 53
Hardware
gemma4:latest cogito:3b
MachineMicro-Star International Co., Ltd. MS-7E47MacBook Air
CPUAMD Ryzen 9 9950X 16-Core ProcessorApple M4
Cores3210
RAM125 GB32 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERApple M4
OSMicrosoft Windows 11 Pro 10.0.26100macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
gemma4:latest cogito:3b
Tokens/sec42.445.6
First chunk472 ms177 ms
TTFT3.8 s177 ms
Load time0.3 s0.8 s
Memory usage12.3 GB7.0 GB
Memory %10%22%
HW Fit Score Breakdown
gemma4:latest
Speed
40/50
TTFT
5/20
Memory
30/30
cogito:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
gemma4:latest
Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
cogito:3b
Reasoning
6/20
Coding
8/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor 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