llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

Global Score

81 vs 71

Hardware Fit

64 vs 35

Quality Score

88 vs 86

Hardware

llama4:scout google/gemma-3-27b

MachineNVIDIA NVIDIA_DGX_SparkMac mini

CPUCortex-X925Apple M4

Cores2010

RAM122 GB24 GB

GPUDevice 2e12Apple M4

OSUbuntu 24.04.5 LTSmacOS 26.3

Archarm64arm64

Power Modeperformancebalanced

Performance

llama4:scout google/gemma-3-27b

Tokens/sec19.65.9

First chunk677 ms19 ms

TTFT677 ms1.8 s

Load time13.1 sN/A

Memory usage63.4 GB22.0 GB

Memory %52%92%

HW Fit Score Breakdown

llama4:scout

Speed

20/50

TTFT

20/20

Memory

24/30

google/gemma-3-27b

Speed

12/50

TTFT

19/20

Memory

4/30

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

google/gemma-3-27b

Reasoning

16/20

Coding

18/20

Instruction

16/20

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 google/gemma-3-27b 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