smollm2-360m-instruct
LM-STUDIO GGUFllama · 360M · Q4_K_M
Mar 5, 2026 · Intel Core™ i5-5300U
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
48 vs 81
Hardware Fit
98 vs 100
Quality Score
26 vs 73
Hardware
smollm2-360m-instr… llama-3.1-8b-instr…
MachineLENOVO 20BUS00700ASUS
CPUIntel Core™ i5-5300UAMD Ryzen 5 5500
Cores412
RAM16 GB31 GB
GPUIntel(R) HD Graphics 5500Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 10 Professionnel 10.0.19045Nobara Linux 43
Archx64x64
Power Modebalancedperformance
Performance
smollm2-360m-instr… llama-3.1-8b-instr…
Tokens/sec20.035.6
First chunk1116 ms52 ms
TTFT1.1 s256 ms
Load timeN/AN/A
Memory usage0.3 GB8.6 GB
Memory %2%28%
HW Fit Score Breakdown
smollm2-360m-instruct
Speed
50/50
TTFT
20/20
Memory
28/30
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
smollm2-360m-instruct
Reasoning
3/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
3/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Poor Multilingual: Weak
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
Run yours and compare
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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