| Camber (via GitHub Student Pack) | Free Student plan: 40 CPU hours, 5 GPU hours, 50 GB storage/month | Cloud & GPU | student/education | GitHub Student Pack members | |
| Lambda | Up to $5,000 in cloud credits for qualifying researchers | Cloud & GPU | student/education | Qualifying researchers | |
| Microsoft Azure | $100 credit to use within 12 months, renewable yearly; no credit card | Cloud & GPU | student/education | Full-time university students (school email) | |
| Modal | Up to $10k free compute credits for academics | Cloud & GPU | student/education | Graduate students, labs, researchers | |
| MongoDB (via GitHub Student Pack) | $50 in MongoDB Atlas credits + MongoDB University free certification (valued at $150) | Databases & backend | student/education | GitHub Student Pack members | |
| GitHub | Student Developer Pack (incl. $100 Azure credit, Heroku $13/month for 24 months, more) | Developer tools | student/education | Verified students 13+ (Azure offer 18+) | |
| GitHub Copilot | Copilot Pro free for verified teachers and OSS maintainers | Developer tools | student/education | Verified teachers / popular OSS maintainers | |
| Heroku (via GitHub Student Pack) | $13 USD/month credit for 24 months | Developer tools | student/education | GitHub Student Pack members | |
| JetBrains | Free Student Pack: 10 IDEs + JetBrains AI Pro trial | Developer tools | student/education | Verified students | |
| Google (Gemini) | Free 1-year Google AI Pro student plan | LLM APIs | student/education | Eligible U.S. college students 18+ | |
| Mistral AI | Mistral Pro for $5.99/month (normally $14.99) for verified students | LLM APIs | student/education | Verified students at accredited higher institutions | |
| OpenAI | Up to $1,000 of OpenAI API credits, valid 12 months | LLM APIs | student/education | Researchers (esp. with limited resources); reviewed quarterly | |
| Weights & Biases | Free for students, educators, academic researchers | Observability & analytics | student/education | Students, educators, academic researchers | |