smollm2-360m-instruct

LM-STUDIO MLX

llama · 360M · bf16

Marginal

Mar 4, 2026 · Apple M4

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score

52 vs 81

Hardware Fit

100 vs 100

Quality Score

32 vs 73

Hardware

smollm2-360m-instr… llama3.1:8b

MachineMacBook AirGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4

CPUApple M4Intel Core™ i5-14400F

Cores1016

RAM32 GB32 GB

GPUApple M4NVIDIA GeForce RTX 5060 Ti

OSmacOS 26.3Microsoft Windows 11 Professionnel 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

smollm2-360m-instr… llama3.1:8b

Tokens/sec121.170.2

First chunk106 ms58 ms

TTFT106 ms58 ms

Load timeN/A4.1 s

Memory usage0.7 GB4.9 GB

Memory %2%15%

HW Fit Score Breakdown

smollm2-360m-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

llama3.1:8b

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

llama3.1:8b

Reasoning

12/20

Coding

18/20

Instruction

15/20

Structured

13/15

Math

5/15

Multilingual

10/10

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

View smollm2-360m-instr… details | View llama3.1:8b 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