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qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 16, 2026 · Intel Core™ i7-4771

qwen3.6-27b-mtp-pi-reasoning

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
65 vs 85
Hardware Fit
92 vs 80
Quality Score
54 vs 87

Hardware

qwen2.5:1.5b qwen3.6-27b-mtp-pi…
MachineiMacASUS
CPUIntel Core™ i7-4771AMD Ryzen 7 7800X3D 8-Core Processor
Cores816
RAM32 GB31 GB
GPUNVIDIA GeForce GTX 780MNVIDIA GeForce RTX 4090, Raphael
OSmacOS 15.7.3cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5:1.5b qwen3.6-27b-mtp-pi…
Tokens/sec19.678.5
First chunk690 ms5 ms
TTFT690 ms198 ms
Load time21.4 sN/A
Memory usage1.0 GB24.6 GB
Memory %3%81%

HW Fit Score Breakdown

qwen2.5:1.5b

Speed
42/50
TTFT
20/20
Memory
30/30

qwen3.6-27b-mtp-pi-reas…

Speed
50/50
TTFT
20/20
Memory
10/30

Quality

qwen2.5:1.5b

Reasoning
8/20
Coding
9/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate

qwen3.6-27b-mtp-pi-reas…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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