llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

81 vs 85

Hardware Fit

100 vs 64

Quality Score

73 vs 94

Hardware

llama3.1:8b gemma-4-31b-it-mlx

MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4MacBook Pro

CPUIntel Core™ i5-14400FApple M4 Max

Cores1616

RAM32 GB128 GB

GPUNVIDIA GeForce RTX 5060 TiApple M4 Max

OSMicrosoft Windows 11 Professionnel 10.0.26200macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

llama3.1:8b gemma-4-31b-it-mlx

Tokens/sec70.213.6

First chunk58 ms16 ms

TTFT58 ms558 ms

Load time4.1 s12.3 s

Memory usage4.9 GB0.0 GB

Memory %15%0%

HW Fit Score Breakdown

llama3.1:8b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

llama3.1:8b

Reasoning

12/20

Coding

18/20

Instruction

15/20

Structured

13/15

Math

5/15

Multilingual

10/10

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

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

View llama3.1:8b details | View gemma-4-31b-it-mlx 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