Kaggle vs 37signals LLC: Free Credits, Pricing & Eligibility Compared (2026)

Kaggle provides free GPU and TPU compute time inside cloud notebooks, while 37signals (the makers of Basecamp) waives subscription costs for qualifying students and educators. This guide breaks down how these two non-monetary perks work, their strict usage limits, and how to set them up step-by-step.

Kaggle vs 37signals LLC: Comparing Free Compute and Software Accounts

Neither Kaggle nor 37signals provides spendable cloud credit balances or cash vouchers. Instead, Kaggle grants recurring in-kind hardware compute time inside its notebook platform, while 37signals removes account subscription charges for legitimate academic environments.

Core Differences in Free Benefits

Kaggle assigns up to 30 GPU hours per week and 20 TPU hours per week directly to your platform profile. You use this hardware for machine learning experiments, data science competitions, and personal projects. The weekly quota resets automatically and cannot be accumulated over time.

37signals offers a 100% subscription discount for Basecamp project management accounts. This offer covers students, teachers, and K-12 or university classrooms for the duration of their academic work. Unlike compute quotas, it is a permanent fee waiver for as long as your academic status remains valid.

Kaggle Compute Rules and Weekly Limits

Kaggle offers an accessible way to train models without buying expensive graphics cards, but it comes with operational boundaries you must follow.

Quota Mechanics and Hardware Boundaries

Compute usage on Kaggle is tracked by active runtime hours rather than dollars spent. Because hardware is shared among millions of users worldwide, session limits and availability fluctuate based on demand.

Always stop your notebook kernels as soon as code execution finishes to keep from burning through your weekly allowance while idle.

• GPU Allowance: Up to 30 hours per week of GPU access, subject to community demand and server availability.
• TPU Allowance: Up to 20 hours per week of Tensor Processing Unit access, tracked separately from your GPU quota.
• Session Caps: Continuous CPU and GPU notebook sessions run for a maximum of 12 hours; TPU sessions are capped at 9 hours.
• Non-Commercial Usage: Kaggle terms limit free notebook usage to personal learning, internal research, and public competitions. Hosting customer-facing APIs or commercial infrastructure on Kaggle is not allowed.

37signals Education Offer and Academic Rules

37signals gives full software access to students and teachers to keep team projects organized during the school year.

Academic Verification and Account Terms

The 37signals education plan requires manual verification through your academic institution. You must request the discount before paid billing cycles begin, as retrofits and refunds for past charges are not guaranteed.

If you plan to launch a commercial product or startup, move your project out of the educational workspace into a regular paid account to stay compliant with 37signals terms.

1. Single Account Limit: The education discount applies to one designated educational workspace per user.
2. Future Billing Cycles: The 100% discount takes effect on billing cycles starting after your verification is approved.
3. Required Details: You must supply your institution name, degree program, expected graduation date, and an active school email.
4. Non-U.S. Applicants: If your school does not issue standard .edu email addresses, prepare an official student ID card or enrollment letter for review.