smollm2-360m-instruct

LM-STUDIO MLX

llama · 360M · bf16

Marginal

Mar 4, 2026 · Apple M4

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

52 vs 68

Hardware Fit

100 vs 59

Quality Score

32 vs 72

Hardware

smollm2-360m-instr… qwen2.5-coder:7b

MachineMacBook AirASUS

CPUApple M4Intel Gen Intel® Core™ i7-13700K

Cores1024

RAM32 GB64 GB

GPUApple M4NVIDIA GeForce RTX 3070

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedunknown

Performance

smollm2-360m-instr… qwen2.5-coder:7b

Tokens/sec121.134.4

First chunk106 ms1991 ms

TTFT106 ms2.0 s

Load timeN/A40.6 s

Memory usage0.7 GB5.0 GB

Memory %2%8%

HW Fit Score Breakdown

smollm2-360m-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

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

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View smollm2-360m-instr… details | View qwen2.5-coder:7b 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