qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 19, 2026 · Intel Core™ i7-14700F

Global Score

79 vs 85

Hardware Fit

92 vs 83

Quality Score

73 vs 86

Hardware

qwen2.5-coder-7b-i… Kimi-48B:48B

MachineMacBook AirHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC

CPUApple M4Intel Core™ i7-14700F

Cores1028

RAM32 GB64 GB

GPUApple M4NVIDIA GeForce RTX 5080

OSmacOS 26.3Microsoft Windows 11 Enterprise 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… Kimi-48B:48B

Tokens/sec22.532.8

First chunk529 ms724 ms

TTFT529 ms724 ms

Load timeN/A20.9 s

Memory usage4.0 GB25.8 GB

Memory %13%41%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

Kimi-48B:48B

Speed

36/50

TTFT

20/20

Memory

27/30

Quality

qwen2.5-coder-7b-instru…

Reasoning

10/20

Coding

18/20

Instruction

14/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

Kimi-48B:48B

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

View qwen2.5-coder-7b-i… details | View Kimi-48B:48B 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