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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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
85 vs 81
Hardware Fit
80 vs 100
Quality Score
87 vs 73

Hardware

qwen3.6-27b-mtp-pi… gemma3n:latest
MachineASUSSupermicro AS -2015HS-TNR
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD EPYC 9654P 96-Core Processor
Cores1664
RAM31 GB128 GB
GPUNVIDIA GeForce RTX 4090, RaphaelGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OScachyos rollingUbuntu 24.04.3 LTS
Archx64x64
Power Modelow-powerperformance

Performance

qwen3.6-27b-mtp-pi… gemma3n:latest
Tokens/sec78.5108.7
First chunk5 ms333 ms
TTFT198 ms333 ms
Load timeN/A4.5 s
Memory usage24.6 GB8.6 GB
Memory %81%7%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

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

gemma3n:latest

Speed
50/50
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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.6-27b-mtp-pi… details | View gemma3n:latest 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