llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

81 vs 76

Hardware Fit

64 vs 51

Quality Score

88 vs 87

Hardware

llama4:scout gemma-3-27b-it-qat

MachineNVIDIA NVIDIA_DGX_SparkMac mini

CPUCortex-X925Apple M4 Pro

Cores2014

RAM122 GB64 GB

GPUDevice 2e12Apple M4 Pro

OSUbuntu 24.04.5 LTSmacOS 15.7.4

Archarm64arm64

Power Modeperformancebalanced

Performance

llama4:scout gemma-3-27b-it-qat

Tokens/sec19.68.9

First chunk677 ms3976 ms

TTFT677 ms4.0 s

Load time13.1 sN/A

Memory usage63.4 GB15.7 GB

Memory %52%25%

HW Fit Score Breakdown

llama4:scout

Speed

20/50

TTFT

20/20

Memory

24/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

llama4:scout

Reasoning

17/20

Coding

19/20

Instruction

16/20

Structured

13/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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 llama4:scout 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