llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

Global Score

46 vs 68

Hardware Fit

61 vs 98

Quality Score

40 vs 55

Hardware

llama3.1:8b gemma3:1b

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 Modebalancedunknown

Performance

llama3.1:8b gemma3:1b

Tokens/sec7.839.5

First chunk1625 msN/A

TTFT1.6 s333 ms

Load time21.8 s1.6 s

Memory usage5.2 GB1.3 GB

Memory %71%4%

HW Fit Score Breakdown

llama3.1:8b

Speed

26/50

TTFT

20/20

Memory

15/30

gemma3:1b

Speed

40/50

TTFT

30/20

Memory

28/30

Quality

llama3.1:8b

Reasoning

12/20

Coding

10/20

Instruction

4/20

Structured

1/15

Math

4/15

Multilingual

9/10

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

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

View llama3.1:8b details | View gemma3:1b 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