gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score

57 vs 66

Hardware Fit

100 vs 91

Quality Score

39 vs 55

Hardware

gemma3:1b qwen3.8-27b-mlx

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMacBook Pro

CPUCortex-A78AEApple M5 Max

Cores618

RAM7 GB64 GB

GPUIntegrated / UnknownApple M5 Max

OSUbuntu 22.04.5 LTSmacOS 27.0

Archarm64arm64

Power Modebalancedbalanced

Performance

gemma3:1b qwen3.8-27b-mlx

Tokens/sec33.733.2

First chunk2039 ms7 ms

TTFT2.0 s311 ms

Load time7.3 sN/A

Memory usage0.8 GB0.5 GB

Memory %11%1%

HW Fit Score Breakdown

gemma3:1b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-mlx

Speed

41/50

TTFT

20/20

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

qwen3.8-27b-mlx

Reasoning

19/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

3/10

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

View gemma3:1b details | View qwen3.8-27b-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