llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
qwen3-vl-4b-instruct
LM-STUDIO GGUFqwen3vl · 4B · Q4_K_M
Apr 20, 2026 · Apple M2 Max
Global Score
81 vs 87
Hardware Fit
100 vs 100
Quality Score
73 vs 81
Hardware
llama-3.1-8b-instr… qwen3-vl-4b-instruct
MachineASUSMac Studio
CPUAMD Ryzen 5 5500Apple M2 Max
Cores1212
RAM31 GB96 GB
GPUNavi 44 [Radeon RX 9060 XT]Apple M2 Max
OSNobara Linux 43macOS 26.1
Archx64arm64
Power Modeperformancebalanced
Performance
llama-3.1-8b-instr… qwen3-vl-4b-instruct
Tokens/sec35.671.6
First chunk52 ms5 ms
TTFT256 ms157 ms
Load timeN/AN/A
Memory usage8.6 GB20.5 GB
Memory %28%21%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3-vl-4b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
qwen3-vl-4b-instruct
Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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