qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

68 vs 76

Hardware Fit

59 vs 51

Quality Score

72 vs 87

Hardware

qwen2.5-coder:7b gemma-3-27b-it-qat

MachineASUSMac mini

CPUIntel Gen Intel® Core™ i7-13700KApple M4 Pro

Cores2414

RAM64 GB64 GB

GPUNVIDIA GeForce RTX 3070Apple M4 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4

Archx64arm64

Power Modeunknownbalanced

Performance

qwen2.5-coder:7b gemma-3-27b-it-qat

Tokens/sec34.48.9

First chunk1991 ms3976 ms

TTFT2.0 s4.0 s

Load time40.6 sN/A

Memory usage5.0 GB15.7 GB

Memory %8%25%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

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:7b details | View gemma-3-27b-it-qat 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