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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

gemma-3-4b-it-q4-k-m

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
85 vs 80
Hardware Fit
80 vs 100
Quality Score
87 vs 71

Hardware

qwen3.6-27b-mtp-pi… gemma-3-4b-it-q4-k-m
MachineASUSMac Pro
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-10400
Cores1612
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 4090, RaphaelAMD Radeon RX 6700 XT
OScachyos rollingmacOS 26.5.1
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.6-27b-mtp-pi… gemma-3-4b-it-q4-k-m
Tokens/sec78.575.0
First chunk5 ms136 ms
TTFT198 ms136 ms
Load timeN/A0.0 s
Memory usage24.6 GB0.8 GB
Memory %81%3%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

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

gemma-3-4b-it-q4-k-m

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

gemma-3-4b-it-q4-k-m

Reasoning
11/20
Coding
17/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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