deepseek-r1:latest
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
qwen3-next:80b-a3b-instruct-q4_K_M
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Aug 23, 2026 · Intel Xeon® E5-4650 v2
Global Score
22 vs 74
Hardware Fit
69 vs 42
Quality Score
2 vs 87
Hardware
deepseek-r1:latest qwen3-next:80b-a3b…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperDell Inc. PowerEdge R820
CPUCortex-A78AEIntel Xeon® E5-4650 v2
Cores680
RAM7 GB256 GB
GPUIntegrated / UnknownMicrosoft Basic Display Adapter
OSUbuntu 22.04.5 LTSMicrosoft Windows Server 2022 Datacenter 10.0.20348
Archarm64x64
Power Modebalancedbalanced
Performance
deepseek-r1:latest qwen3-next:80b-a3b…
Tokens/sec9.63.9
First chunk1300 ms2089 ms
TTFT1.3 s2.1 s
Load time19.9 s73.3 s
Memory usage4.8 GB46.9 GB
Memory %65%18%
HW Fit Score Breakdown
deepseek-r1:latest
Speed
31/50
TTFT
20/20
Memory
18/30
qwen3-next:80b-a3b-inst…
Speed
3/50
TTFT
9/20
Memory
30/30
Quality
deepseek-r1:latest
Reasoning
0/20
Coding
1/20
Instruction
0/20
Structured
0/15
Math
1/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
qwen3-next:80b-a3b-inst…
Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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