smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

48 vs 75

Hardware Fit

98 vs 93

Quality Score

26 vs 67

Hardware

smollm2-360m-instr… llama3.1:8b

MachineLENOVO 20BUS00700MacBook Air

CPUIntel Core™ i5-5300UApple M4

Cores410

RAM16 GB32 GB

GPUIntel(R) HD Graphics 5500Apple M4

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

smollm2-360m-instr… llama3.1:8b

Tokens/sec20.020.3

First chunk1116 msN/A

TTFT1.1 s315 ms

Load timeN/A1.1 s

Memory usage0.3 GB10.4 GB

Memory %2%33%

HW Fit Score Breakdown

smollm2-360m-instruct

Speed

50/50

TTFT

20/20

Memory

28/30

llama3.1:8b

Speed

33/50

TTFT

30/20

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

llama3.1:8b

Reasoning

12/20

Coding

15/20

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

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