qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

68 vs 77

Hardware Fit

59 vs 100

Quality Score

72 vs 67

Hardware

qwen2.5-coder:7b mlx-community/meta…

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 mlx-community/meta…

Tokens/sec34.454.3

First chunk1991 ms277 ms

TTFT2.0 s277 ms

Load time40.6 sN/A

Memory usage5.0 GB4.2 GB

Memory %8%7%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

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

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

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

View qwen2.5-coder:7b details | View mlx-community/meta… 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