gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score

68 vs 84

Hardware Fit

98 vs 66

Quality Score

55 vs 92

Hardware

gemma3:1b qwen3.8:27b

MachineMacBook AirNVIDIA NVIDIA_DGX_Spark

CPUApple M4Cortex-X925

Cores1020

RAM32 GB122 GB

GPUApple M4Device 2e12

OSmacOS 26.3Ubuntu 24.04.5 LTS

Archarm64arm64

Power Modeunknownperformance

Performance

gemma3:1b qwen3.8:27b

Tokens/sec39.429.4

First chunkN/A306 ms

TTFT362 ms4.8 s

Load time0.3 s5.3 s

Memory usage1.3 GB16.2 GB

Memory %4%13%

HW Fit Score Breakdown

gemma3:1b

Speed

40/50

TTFT

30/20

Memory

28/30

qwen3.8:27b

Speed

31/50

TTFT

5/20

Memory

30/30

Quality

gemma3:1b

Reasoning

6/20

Coding

13/20

Instruction

15/20

Structured

12/15

Math

1/15

Multilingual

8/10

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

qwen3.8:27b

Reasoning

19/20

Coding

19/20

Instruction

14/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

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