hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0
OLLAMA GGUFllama · 3.93B · unknown
Aug 22, 2026 · Apple M1 Pro
qwen3.5-35b-a3b-t48-c8k:latest
OLLAMA GGUFqwen35moe · 36.0B · Q4_K_M
Aug 23, 2026 · Intel Xeon® E5-4650 v2
Global Score
52 vs 78
Hardware Fit
75 vs 51
Quality Score
42 vs 89
Hardware
hf.co/Edge-Quant/N… qwen3.5-35b-a3b-t4…
MachineMacBook ProDell Inc. PowerEdge R820
CPUApple M1 ProIntel Xeon® E5-4650 v2
Cores1080
RAM16 GB256 GB
GPUApple M1 ProMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSmacOS 26.6.2Microsoft Windows Server 2022 Datacenter 10.0.20348
Archarm64x64
Power Modebalancedbalanced
Performance
hf.co/Edge-Quant/N… qwen3.5-35b-a3b-t4…
Tokens/sec43.57.1
First chunk225 ms997 ms
TTFT30.0 s997 ms
Load time2.7 s45.4 s
Memory usage8.2 GB21.6 GB
Memory %51%8%
HW Fit Score Breakdown
hf.co/Edge-Quant/Nanbei…
Speed
50/50
TTFT
0/20
Memory
25/30
qwen3.5-35b-a3b-t48-c8k…
Speed
6/50
TTFT
15/20
Memory
30/30
Quality
hf.co/Edge-Quant/Nanbei…
Reasoning
13/20
Coding
1/20
Instruction
7/20
Structured
1/15
Math
13/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Adequate
qwen3.5-35b-a3b-t48-c8k…
Reasoning
16/20
Coding
19/20
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
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npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest