smollm2:360m

OLLAMA GGUF

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

qwen3.5-0.8b

LM-STUDIO GGUF

qwen35 · 0.8B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

52 vs 48

Hardware Fit

100 vs 61

Quality Score

32 vs 42

Hardware

smollm2:360m qwen3.5-0.8b

MachineMacBook AirLENOVO 20BUS00700

CPUApple M4Intel Core™ i5-5300U

Cores104

RAM32 GB16 GB

GPUApple M4Intel(R) HD Graphics 5500

OSmacOS 26.3Microsoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

smollm2:360m qwen3.5-0.8b

Tokens/sec117.96.2

First chunkN/A4461 ms

TTFT43 ms4.5 s

Load time0.4 sN/A

Memory usage1.2 GB0.7 GB

Memory %4%4%

HW Fit Score Breakdown

smollm2:360m

Speed

40/50

TTFT

30/20

Memory

30/30

qwen3.5-0.8b

Speed

22/50

TTFT

12/20

Memory

27/30

Quality

smollm2:360m

Reasoning

4/20

Coding

2/20

Instruction

10/20

Structured

9/15

Math

4/15

Multilingual

3/10

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

qwen3.5-0.8b

Reasoning

10/20

Coding

2/20

Instruction

10/20

Structured

12/15

Math

2/15

Multilingual

6/10

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

View smollm2:360m details | View qwen3.5-0.8b 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