qwen3.6-27b-mtp-pi-reasoning
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
85 vs 81
Hardware Fit
80 vs 100
Quality Score
87 vs 73
Hardware
qwen3.6-27b-mtp-pi… llama-3.1-8b-instr…
MachineASUSASUS
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 5 5500
Cores1612
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNavi 44 [Radeon RX 9060 XT]
OScachyos rollingNobara Linux 43
Archx64x64
Power Modeperformanceperformance
Performance
qwen3.6-27b-mtp-pi… llama-3.1-8b-instr…
Tokens/sec42.235.6
First chunk33 ms52 ms
TTFT366 ms256 ms
Load timeN/AN/A
Memory usage24.6 GB8.6 GB
Memory %81%28%
HW Fit Score Breakdown
qwen3.6-27b-mtp-pi-reas…
Speed
50/50
TTFT
20/20
Memory
10/30
llama-3.1-8b-instruct
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
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest