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deepscaler:1.5b

OLLAMA GGUF

qwen2 · 1.8B · F16

Good

Oct 11, 2026 · AMD Ryzen 5 5500

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score
64 vs 66
Hardware Fit
98 vs 91
Quality Score
49 vs 55

Hardware

deepscaler:1.5b qwen3.8-27b-mlx
MachineMicrosoft WSLMacBook Pro
CPUAMD Ryzen 5 5500Apple M5 Max
Cores1218
RAM8 GB64 GB
GPUIntegrated / UnknownApple M5 Max
OSUbuntu 26.04.1 LTSmacOS 27.0
Archx64arm64
Power Modeunknownbalanced

Performance

deepscaler:1.5b qwen3.8-27b-mlx
Tokens/sec104.633.2
First chunk849 ms7 ms
TTFT850 ms311 ms
Load time10.5 sN/A
Memory usage3.0 GB0.5 GB
Memory %40%1%

HW Fit Score Breakdown

deepscaler:1.5b

Speed
50/50
TTFT
20/20
Memory
28/30

qwen3.8-27b-mlx

Speed
41/50
TTFT
20/20
Memory
30/30

Quality

deepscaler:1.5b

Reasoning
10/20
Coding
6/20
Instruction
10/20
Structured
7/15
Math
11/15
Multilingual
5/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Adequate Multilingual: Weak

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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest