qwen3.6-27b-mtp-pi-reasoning
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
gemma-3-1b-it
LM-STUDIO GGUFgemma3 · 1B · Q4_K_M
Mar 5, 2026 · Intel Core™ i5-5300U
Global Score
85 vs 59
Hardware Fit
80 vs 76
Quality Score
87 vs 52
Hardware
qwen3.6-27b-mtp-pi… gemma-3-1b-it
MachineASUSLENOVO 20BUS00700
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-5300U
Cores164
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 4090, RaphaelIntel(R) HD Graphics 5500
OScachyos rollingMicrosoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modelow-powerbalanced
Performance
qwen3.6-27b-mtp-pi… gemma-3-1b-it
Tokens/sec78.58.7
First chunk5 ms2078 ms
TTFT198 ms2.1 s
Load timeN/AN/A
Memory usage24.6 GB0.8 GB
Memory %81%5%
HW Fit Score Breakdown
qwen3.6-27b-mtp-pi-reas…
Speed
50/50
TTFT
20/20
Memory
10/30
gemma-3-1b-it
Speed
29/50
TTFT
19/20
Memory
28/30
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-3-1b-it
Reasoning
4/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
2/15
Multilingual
8/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest