gemma4:31b
OLLAMA GGUFgemma4 · 30.7B · Q4_K_M
Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor
qwen3.8-27b-mlx
LM-STUDIO UNKNOWN27B
Aug 17, 2026 · Apple M5 Max
Global Score
64 vs 66
Hardware Fit
41 vs 91
Quality Score
74 vs 55
Hardware
gemma4:31b qwen3.8-27b-mlx
MachineSystem manufacturerMacBook Pro
CPUAMD Ryzen 9 5950X 16-Core ProcessorApple M5 Max
Cores3218
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 3090Apple M5 Max
OSMicrosoft Windows 11 Pro 10.0.26300macOS 27.0
Archx64arm64
Power Modebalancedbalanced
Performance
gemma4:31b qwen3.8-27b-mlx
Tokens/sec9.533.2
First chunk1751 ms7 ms
TTFT30.0 s311 ms
Load time33.9 sN/A
Memory usage1.4 GB0.5 GB
Memory %4%1%
HW Fit Score Breakdown
gemma4:31b
Speed
11/50
TTFT
0/20
Memory
30/30
qwen3.8-27b-mlx
Speed
41/50
TTFT
20/20
Memory
30/30
Quality
gemma4:31b
Reasoning
11/20
Coding
17/20
Instruction
10/20
Structured
15/15
Math
12/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.8-27b-mlx
Reasoning
19/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak
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