Back to leaderboard

qwen3.6:27b

OLLAMA GGUF

qwen35 · 27.8B · Q4_K_M

Excellent

Apr 23, 2026 · AMD RYZEN AI MAX+ 395

deepseek-r1:latest

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Not Rec.

Jun 25, 2026 · Cortex-A78AE

Global Score
80 vs 23
Hardware Fit
60 vs 70
Quality Score
89 vs 3

Hardware

qwen3.6:27b deepseek-r1:latest
MachineAZW GTR ProNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD RYZEN AI MAX+ 395Cortex-A78AE
Cores326
RAM125 GB7 GB
GPURadeon 8060SIntegrated / Unknown
OSUbuntu 24.04.4 LTSUbuntu 22.04.5 LTS
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3.6:27b deepseek-r1:latest
Tokens/sec11.29.8
First chunk429 ms1206 ms
TTFT429 ms1.2 s
Load time8.8 s17.8 s
Memory usage39.7 GB4.8 GB
Memory %32%65%

HW Fit Score Breakdown

qwen3.6:27b

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

deepseek-r1:latest

Speed
32/50
TTFT
20/20
Memory
18/30

Quality

qwen3.6:27b

Reasoning
17/20
Coding
19/20
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

deepseek-r1:latest

Reasoning
0/20
Coding
1/20
Instruction
0/20
Structured
0/15
Math
2/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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