gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

58 vs 85

Hardware Fit

50 vs 64

Quality Score

62 vs 94

Hardware

gemma-2-2b-it gemma-4-31b-it-mlx

MachineLENOVO 20BUS00700MacBook Pro

CPUIntel Core™ i5-5300UApple M4 Max

Cores416

RAM16 GB128 GB

GPUIntel(R) HD Graphics 5500Apple M4 Max

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

gemma-2-2b-it gemma-4-31b-it-mlx

Tokens/sec3.613.6

First chunk4509 ms16 ms

TTFT4.5 s558 ms

Load timeN/A12.3 s

Memory usage1.6 GB0.0 GB

Memory %10%0%

HW Fit Score Breakdown

gemma-2-2b-it

Speed

14/50

TTFT

12/20

Memory

24/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

gemma-2-2b-it

Reasoning

11/20

Coding

8/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor 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 gemma-2-2b-it 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