qwopus3.6-27b-coder-compat-mtp
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
88 vs 81
Hardware Fit
80 vs 100
Quality Score
91 vs 73
Hardware
qwopus3.6-27b-code… 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 Modeperformanceperformance
Performance
qwopus3.6-27b-code… gemma3n:latest
Tokens/sec42.9108.7
First chunk32 ms333 ms
TTFT413 ms333 ms
Load timeN/A4.5 s
Memory usage24.6 GB8.6 GB
Memory %81%7%
HW Fit Score Breakdown
qwopus3.6-27b-coder-com…
Speed
50/50
TTFT
20/20
Memory
10/30
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
qwopus3.6-27b-coder-com…
Reasoning
19/20
Coding
18/20
Instruction
17/20
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
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