Back to leaderboard

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

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 16, 2026 · Intel Core™ i7-4771

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

Hardware

qwen3.6-27b-mtp-pi… qwen2.5:1.5b
MachineASUSiMac
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i7-4771
Cores168
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce GTX 780M
OScachyos rollingmacOS 15.7.3
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.6-27b-mtp-pi… qwen2.5:1.5b
Tokens/sec78.519.6
First chunk5 ms690 ms
TTFT198 ms690 ms
Load timeN/A21.4 s
Memory usage24.6 GB1.0 GB
Memory %81%3%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

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

qwen2.5:1.5b

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

Quality

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

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
View qwen3.6-27b-mtp-pi… details | View qwen2.5:1.5b details

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