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llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 13, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
46 vs 88
Hardware Fit
61 vs 85
Quality Score
40 vs 89

Hardware

llama3.1:8b huihui-qwen3.6-35b…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUCortex-A78AEAMD Ryzen 5 5600X 6-Core Processor
Cores612
RAM7 GB47 GB
GPUIntegrated / UnknownAD106 [GeForce RTX 4060 Ti]
OSUbuntu 22.04.5 LTScachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

llama3.1:8b huihui-qwen3.6-35b…
Tokens/sec7.837.7
First chunk1625 ms18 ms
TTFT1.6 s2.9 s
Load time21.8 sN/A
Memory usage5.2 GB26.1 GB
Memory %71%56%

HW Fit Score Breakdown

llama3.1:8b

Speed
26/50
TTFT
20/20
Memory
15/30

huihui-qwen3.6-35b-a3b-…

Speed
50/50
TTFT
13/20
Memory
22/30

Quality

llama3.1:8b

Reasoning
12/20
Coding
10/20
Instruction
4/20
Structured
1/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Strong

huihui-qwen3.6-35b-a3b-…

Reasoning
19/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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