qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

68 vs 85

Hardware Fit

100 vs 64

Quality Score

54 vs 94

Hardware

qwen2.5-coder:1.5b gemma-4-31b-it-mlx

MachineLENOVO 20U30029MBMacBook Pro

CPUIntel Core™ i5-10210UApple M4 Max

Cores816

RAM15 GB128 GB

GPUCometLake-U GT2 [UHD Graphics]Apple M4 Max

OSPop 24.04 LTSmacOS 26.5.2

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen2.5-coder:1.5b gemma-4-31b-it-mlx

Tokens/sec21.813.6

First chunk499 ms16 ms

TTFT499 ms558 ms

Load time4.4 s12.3 s

Memory usage1.5 GB0.0 GB

Memory %10%0%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-coder:1.5b

Reasoning

8/20

Coding

11/20

Instruction

13/20

Structured

11/15

Math

3/15

Multilingual

8/10

Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate 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 qwen2.5-coder:1.5b 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