qwen3.5:0.8b
OLLAMA GGUFqwen35 · 752.39M · Q8_0
Oct 11, 2026 · AMD Ryzen 5 5500
llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Aug 25, 2026 · Apple M1 Pro
Global Score
44 vs 72
Hardware Fit
80 vs 77
Quality Score
28 vs 70
Hardware
qwen3.5:0.8b llama3.1:8b
MachineMicrosoft WSLMacBook Pro
CPUAMD Ryzen 5 5500Apple M1 Pro
Cores1210
RAM8 GB16 GB
GPUIntegrated / UnknownApple M1 Pro
OSUbuntu 26.04.1 LTSmacOS 26.6.2
Archx64arm64
Power Modeunknownbalanced
Performance
qwen3.5:0.8b llama3.1:8b
Tokens/sec126.121.5
First chunk64 ms368 ms
TTFT30.0 s368 ms
Load time0.0 s6.9 s
Memory usage0.5 GB12.9 GB
Memory %7%81%
HW Fit Score Breakdown
qwen3.5:0.8b
Speed
50/50
TTFT
0/20
Memory
30/30
llama3.1:8b
Speed
47/50
TTFT
20/20
Memory
10/30
Quality
qwen3.5:0.8b
Reasoning
9/20
Coding
0/20
Instruction
7/20
Structured
1/15
Math
6/15
Multilingual
5/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Weak Multilingual: Adequate
llama3.1:8b
Reasoning
12/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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