Weights & Biases for students is useful when you want to keep track of training runs for a thesis, a seminar or a research project. The provider names students explicitly as a target group for free use. This guide shows what to check before you start.
Short answer: According to the provider, Weights & Biases (W&B) is free to use for students, educators and academic researchers (last updated: October 2026). Limits and terms are on the provider’s pricing page. Your university’s examination regulations decide whether and how you may use the tool in a thesis. Offers change often.
The essentials
- W&B explicitly names students, educators and academic researchers as a target group for free use.
- Limits and terms are on the provider’s pricing page, not in this guide.
- For theses and seminars, logging training runs helps you reproduce results later.
- Logs, metrics and datasets can contain personal data. Do not upload them without checking first.
- Your university’s examination regulations decide whether and how you may use the tool.
What is Weights & Biases and what is it used for?
Weights & Biases is a platform in which machine learning projects record their training runs. It stores parameters, metrics and outputs of individual runs, among other things. These can be compared in charts, so you can see which setting produced better results.
For study, two features are especially relevant. Sweeps steer the search for suitable settings in a systematic way. Artifacts keep datasets and models in different versions. If you train a model only once, you probably do not need the platform. With many runs and different settings, it helps you reconstruct decisions later.
Offers at a glance
| Offer | Regular price | Student price | Duration | Verification |
|---|---|---|---|---|
| Offer for students according to the provider: free for students, educators and academic researchers | see pricing page | free according to the provider | see provider page | see provider page |
| Standard plans of the platform | see pricing page | see provider page | ongoing | see provider page |
Terms and limits of the student offer are on the pricing page. What counts is what the provider states there when you sign up.
Who can use the offer?
According to the provider, the free offer is aimed at students, educators, tutors and academic researchers. Whether you belong to this group and which proof is required is shown on the provider’s page. Create the account with the address the page requires.
How to use the offer
- Open the pricing page and read the limits and terms for students.
- Create an account and check which plan is shown to you after sign-up.
- Have ready the proof the provider requires for assigning you to the target group.
- Set up a test project and check whether the limits suffice for your training runs.
- Note the date of your sign-up and check the terms again before larger projects.
Data protection and university rules
For AI topics, your university’s examination regulations apply first. Some supervisors require explicit approval before research material goes onto an external platform.
Training data, samples and logs can contain personal information. Do not upload personal or unpublished research data until you have read the provider’s data protection terms and have your supervisor’s approval. For the basics, see Data protection for AI tools at university (in German).
How does W&B fit with Colab and GPU credits?
Many students develop code in a notebook and move the actual training to rented compute. For where to find compute credits, see GPU computing time for students (in German). For serverless GPU runs, Modal for students (in German) is worth a look, and you can log its outputs in W&B too.
Alternatives if the offer does not fit
Open-source tools such as MLflow or TensorBoard can run on your own computer or on your university IT infrastructure. The software is generally free of licence fees, but you handle setup and maintenance yourself. For image data in computer vision, Roboflow for students (in German) is also worth a look, as it has its own terms.
What happens after your studies?
When your studies end, your status changes. The provider decides whether a student access continues, is extended or ends. Check this on the provider’s page and secure projects, reports and models in time. For what happens to your university address after de-registration, see University email after de-registration (in German). For deadlines with subscriptions, see When student status ends (in German).
Frequently asked questions
Is Weights & Biases free for students?
According to the provider, use is free for students, educators and academic researchers. Limits and terms are on the pricing page. Before you start, check which terms apply to your status.
Does the offer apply in Germany?
Whether the offer also applies to your university in Germany is shown in the terms on the provider’s pricing page. Check this before you upload research data.
May I use W&B in my thesis?
Your university’s examination regulations and your supervisor decide this. Many universities require you to name the tools you used in the methods section. Document which platform you used and which data you stored there.
What do I do if the offer no longer fits?
Then look at alternatives, such as open-source tools that run locally. If the provider offers a free tier, it is listed on the pricing page. A comparison before the project starts saves effort later.
What to do now
- Check on the pricing page which terms apply to students.
- Clarify with your supervisor whether training data may go onto the platform.
- Create an account and check which plan applies after sign-up.
- Plan how you will save and export your results before the end of your studies.
Related reading
- AI tools for students 2026: which offers exist with student status (in German)
- Student discounts for software and apps 2026: the overview (in German)
- Free software for data science and machine learning at university (in German)
- Roboflow for students: offer and use at university (in German)
- Google Colab for students: offer, price and use at university (in German)
Sources: Weights & Biases, research and education page (last updated: October 2026); Weights & Biases, pricing page (last updated: October 2026).
Last updated: October 2026. This guide is general information, not individual advice.
