smollm2-360m-instruct

LM-STUDIO MLX

llama · 360M · bf16

Marginal

Mar 4, 2026 · Apple M4

adityakale/kotakneo

OLLAMA GGUF

Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

52 vs 77

Hardware Fit

100 vs 100

Quality Score

32 vs 67

Hardware

smollm2-360m-instr… adityakale/kotakneo

MachineMacBook AirAZW GTR Pro

CPUApple M4AMD RYZEN AI MAX+ 395

Cores1032

RAM32 GB125 GB

GPUApple M4Radeon 8060S

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

smollm2-360m-instr… adityakale/kotakneo

Tokens/sec121.181.2

First chunk106 ms183 ms

TTFT106 ms183 ms

Load timeN/A2.5 s

Memory usage0.7 GB17.8 GB

Memory %2%14%

HW Fit Score Breakdown

smollm2-360m-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

adityakale/kotakneo

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

smollm2-360m-instruct

Reasoning

4/20

Coding

3/20

Instruction

12/20

Structured

7/15

Math

2/15

Multilingual

4/10

Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Poor Multilingual: Weak

adityakale/kotakneo

Reasoning

11/20

Coding

14/20

Instruction

16/20

Structured

14/15

Math

3/15

Multilingual

9/10

Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

View smollm2-360m-instr… details | View adityakale/kotakneo details

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