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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

nemotron-3-super:latest

OLLAMA GGUF

nemotron_h_moe · 123.6B · Q4_K_M

Good

Oct 3, 2026 · Cortex-X925

Global Score

79 vs 74

Hardware Fit

92 vs 50

Quality Score

73 vs 84

Hardware

qwen2.5-coder-7b-i… nemotron-3-super:l…

MachineMacBook AirNVIDIA NVIDIA_DGX_Spark

CPUApple M4Cortex-X925

Cores1020

RAM32 GB122 GB

GPUApple M4Device 2e12

OSmacOS 26.3Ubuntu 24.04.5 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

qwen2.5-coder-7b-i… nemotron-3-super:l…

Tokens/sec22.521.8

First chunk529 ms420 ms

TTFT529 ms2.2 s

Load timeN/A12.4 s

Memory usage4.0 GB79.5 GB

Memory %13%65%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

nemotron-3-super:latest

Speed

23/50

TTFT

10/20

Memory

17/30

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

nemotron-3-super:latest

Reasoning

17/20

Coding

18/20

Instruction

11/20

Structured

14/15

Math

14/15

Multilingual

10/10

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

View qwen2.5-coder-7b-i… details | View nemotron-3-super:l… 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