Cloud Computing & AIOfficial websites of cloud providers
In 2026, major cloud providers offer trial credits for new users, which can be used for AI services. This guide shows you how to efficiently convert these credits into AI tokens, covering AWS, Azure, GCP, Alibaba Cloud, and more.
AI Development / Cost OptimizationOfficial sites and developer docs of the inference platforms
Aggregator gateways have been covered to death, but that does not mean the relay route is finished. This article takes a different angle: skip the aggregation layer and register directly with the underlying inference platforms (Together AI, Fireworks AI, Groq, DeepInfra, Novita and similar), collect the new-user trial credits and free-model allowances each of them hands out, then wire those credits behind a single self-hosted gateway. It gives reproducible steps for signup, verification, wiring and quota monitoring, plus the conditions and limits that apply on each platform in 2026.
Free Credits / Student & EducationOfficial education pages (GitHub Education, Google student offers, Azure for Students, JetBrains student licenses, Notion Education)
A practical guide for enrolled students: use a campus email, enrollment proof, or the GitHub Student Developer Pack to claim education-tier free AI credits on GitHub Copilot, Google Gemini, JetBrains AI, Azure for Students, and Perplexity — with eligibility rules, regional limits, and common rejection reasons.
AI Tools & ResourcesOfficial Websites/Docs
No promos, no referrals. This guide focuses on the built-in free credits and free tiers offered by API aggregators and gateways. It covers OpenRouter, Cloudflare AI Gateway, Hugging Face Inference Providers, and more, with step-by-step registration, verification, usage, and rate-limit workarounds, plus eligibility and limits.
AI DevelopmentOfficial AI Provider Platforms
This guide focuses on official free tiers from major LLM providers like OpenAI, Anthropic, Google AI, and Cohere. It walks you through registration, verification, claiming, and managing free tokens, with step-by-step instructions, eligibility, limits, and FAQs to help developers start AI projects at zero cost.
Developer Benefits / Free CreditsOfficial program sites (NVIDIA Developer, AWS Activate, Microsoft for Startups Founders Hub, Mistral La Plateforme)
No student ID, no referral farming — just developer-program membership. This playbook breaks down NVIDIA Developer Program, AWS Activate, Microsoft for Startups Founders Hub, and the Mistral developer track: real 2026 entry points, eligibility, review criteria, credit formats (trial credits / inference credits / model vouchers), and the usual rejection reasons.