gemma4:e2b-mlx
OLLAMA GGUFAug 25, 2026 · Apple M1 Pro
qwen3.8-27b-uncensored-ymq-mtp
LM-STUDIO GGUFqwen35 · 27B
Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor
Global Score
82 vs 84
Hardware Fit
99 vs 81
Quality Score
75 vs 85
Hardware
gemma4:e2b-mlx qwen3.8-27b-uncens…
MachineMacBook ProGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUApple M1 ProAMD Ryzen 5 5600X 6-Core Processor
Cores1012
RAM16 GB32 GB
GPUApple M1 ProNVIDIA GeForce RTX 5070 Ti
OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:e2b-mlx qwen3.8-27b-uncens…
Tokens/sec70.418.3
First chunk96 ms9 ms
TTFT96 ms522 ms
Load time2.5 s7.7 s
Memory usage5.7 GB14.9 GB
Memory %36%47%
HW Fit Score Breakdown
gemma4:e2b-mlx
Speed
50/50
TTFT
20/20
Memory
29/30
qwen3.8-27b-uncensored-…
Speed
35/50
TTFT
20/20
Memory
26/30
Quality
gemma4:e2b-mlx
Reasoning
14/20
Coding
14/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
qwen3.8-27b-uncensored-…
Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest