qwen2.5:3b

OLLAMA GGUF

qwen2 · 3.1B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

smollm2:135m

OLLAMA GGUF

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score

77 vs 41

Hardware Fit

100 vs 100

Quality Score

67 vs 15

Hardware

qwen2.5:3b smollm2:135m

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMacBook Air

CPUCortex-A78AEApple M4

Cores610

RAM7 GB32 GB

GPUIntegrated / UnknownApple M4

OSUbuntu 22.04.5 LTSmacOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5:3b smollm2:135m

Tokens/sec21.4241.0

First chunk1006 msN/A

TTFT1.0 s39 ms

Load time6.4 s0.4 s

Memory usage2.0 GB0.6 GB

Memory %27%2%

HW Fit Score Breakdown

qwen2.5:3b

Speed

50/50

TTFT

20/20

Memory

30/30

smollm2:135m

Speed

40/50

TTFT

30/20

Memory

30/30

Quality

qwen2.5:3b

Reasoning

12/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

6/15

Multilingual

9/10

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

smollm2:135m

Reasoning

4/20

Coding

1/20

Instruction

6/20

Structured

2/15

Math

1/15

Multilingual

1/10

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

View qwen2.5:3b details | View smollm2:135m 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