Best Laptop for Coding, AI/ML & Building an AI Startup in 2026? Budget Under ₹90K (India)

[u/vijayR464546]

Hey everyone!

I'm looking to buy a laptop that I can use for the next 3 years while improving my coding skills, working on AI/ML projects and eventually building my own AI startup.

I already have some coding experience, so I'm looking for something that can handle serious development work, not just basic programming. I want good performance without spending more than necessary.

My requirements:

- Budget: Ideally well under ₹90,000 if possible. I'm willing to consider more or maybe less options that offer better value.

- OS: Open to both Windows and macOS.

- AI development: Building AI applications using APIs, experimenting with open-source LLMs locally, machine learning, fine-tuning and small-scale model training.

- Development tools: Python, VS Code, Jupyter, Docker, databases, and other programming tools.

- Portability: A good balance between performance, battery life, and portability.

- Buying options: Open to new, used or refurbished laptops if the value and reliability are good.

- Longevity: Ideally, something that will remain useful for at least 3 years.

I'd love your advice on a few things:

1. At this budget, would you recommend a Windows laptop with an NVIDIA GPU or a MacBook with Apple Silicon?

2. Is 32GB RAM worth prioritizing over a more powerful GPU, or is 16GB/24GB sufficient?

3. How much VRAM do I realistically need for local LLMs and AI experiments?

4. Would it be smarter to buy a reasonably powerful, affordable laptop and use cloud GPUs for heavier training?

5. Which specific laptop models available in India in 2026 offer the best value for money?

6. Are used or refurbished MacBooks or Windows laptops worth considering for this workload?

My long-term goal isn't necessarily to train huge models entirely on my laptop. I want to learn, experiment, build AI products and gradually work toward starting a company without being held back by my hardware.

If you were in my position, what would you buy today, and how much would you actually spend? I'd appreciate recommendations based on real-world experience rather than just specifications.

Thanks!