deepseek-coder-1.3b-instruct

LM-STUDIO GGUF

llama · 1.3B · Q8_0

Not Rec.

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

30 vs 85

Hardware Fit

66 vs 64

Quality Score

14 vs 94

Hardware

deepseek-coder-1.3… 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

deepseek-coder-1.3… gemma-4-31b-it-mlx

Tokens/sec7.113.6

First chunk3448 ms16 ms

TTFT3.4 s558 ms

Load timeN/A12.3 s

Memory usage1.3 GB0.0 GB

Memory %9%0%

HW Fit Score Breakdown

deepseek-coder-1.3b-ins…

Speed

24/50

TTFT

15/20

Memory

27/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

deepseek-coder-1.3b-ins…

Reasoning

0/20

Coding

3/20

Instruction

3/20

Structured

6/15

Math

0/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Poor

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 deepseek-coder-1.3… 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