qwen3-coder-next:latest
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Mar 5, 2026 · AMD RYZEN AI MAX+ 395
deepseek-r1:latest
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Jun 25, 2026 · Cortex-A78AE
Global Score
82 vs 23
Hardware Fit
71 vs 70
Quality Score
87 vs 3
Hardware
qwen3-coder-next:l… 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
GPUAMD Radeon 8060SIntegrated / Unknown
OSUbuntu 24.04.4 LTSUbuntu 22.04.5 LTS
Archx64arm64
Power Modeperformancebalanced
Performance
qwen3-coder-next:l… deepseek-r1:latest
Tokens/sec34.59.8
First chunk262 ms1206 ms
TTFT262 ms1.2 s
Load time16.4 s17.8 s
Memory usage56.8 GB4.8 GB
Memory %46%65%
HW Fit Score Breakdown
qwen3-coder-next:latest
Speed
34/50
TTFT
20/20
Memory
17/30
deepseek-r1:latest
Speed
32/50
TTFT
20/20
Memory
18/30
Quality
qwen3-coder-next:latest
Reasoning
18/20
Coding
18/20
Instruction
13/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest