qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

Global Score

68 vs 71

Hardware Fit

100 vs 35

Quality Score

54 vs 86

Hardware

qwen2.5-coder:1.5b google/gemma-3-27b

MachineLENOVO 20U30029MBMac mini

CPUIntel Core™ i5-10210UApple M4

Cores810

RAM15 GB24 GB

GPUCometLake-U GT2 [UHD Graphics]Apple M4

OSPop 24.04 LTSmacOS 26.3

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen2.5-coder:1.5b google/gemma-3-27b

Tokens/sec21.85.9

First chunk499 ms19 ms

TTFT499 ms1.8 s

Load time4.4 sN/A

Memory usage1.5 GB22.0 GB

Memory %10%92%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

Speed

50/50

TTFT

20/20

Memory

30/30

google/gemma-3-27b

Speed

12/50

TTFT

19/20

Memory

4/30

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

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 qwen2.5-coder:1.5b 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