llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

46 vs 76

Hardware Fit

61 vs 51

Quality Score

40 vs 87

Hardware

llama3.1:8b gemma-3-27b-it-qat

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

llama3.1:8b gemma-3-27b-it-qat

Tokens/sec7.88.9

First chunk1625 ms3976 ms

TTFT1.6 s4.0 s

Load time21.8 sN/A

Memory usage5.2 GB15.7 GB

Memory %71%25%

HW Fit Score Breakdown

llama3.1:8b

Speed

26/50

TTFT

20/20

Memory

15/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View llama3.1:8b details | View gemma-3-27b-it-qat 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