gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

qwen3.5-0.8b-mlx

LM-STUDIO MLX

qwen3_5 · 0.8B · 4bit

Marginal

Mar 6, 2026 · Apple M4 Pro

Global Score

57 vs 53

Hardware Fit

100 vs 89

Quality Score

39 vs 38

Hardware

gemma3:1b qwen3.5-0.8b-mlx

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMac mini

CPUCortex-A78AEApple M4 Pro

Cores614

RAM7 GB64 GB

GPUIntegrated / UnknownApple M4 Pro

OSUbuntu 22.04.5 LTSmacOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

gemma3:1b qwen3.5-0.8b-mlx

Tokens/sec33.752.9

First chunk2039 ms4013 ms

TTFT2.0 s4.0 s

Load time7.3 sN/A

Memory usage0.8 GB0.6 GB

Memory %11%1%

HW Fit Score Breakdown

gemma3:1b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.5-0.8b-mlx

Speed

50/50

TTFT

9/20

Memory

30/30

Quality

gemma3:1b

Reasoning

6/20

Coding

3/20

Instruction

14/20

Structured

8/15

Math

1/15

Multilingual

7/10

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

qwen3.5-0.8b-mlx

Reasoning

7/20

Coding

2/20

Instruction

12/20

Structured

10/15

Math

2/15

Multilingual

5/10

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

View gemma3:1b details | View qwen3.5-0.8b-mlx 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