Google Cloud now offers up to $350,000 for AI-first startups — the most generous of the three programs.
AWS vs Azure vs Google Cloud: Startup Credits and Pricing Compared in 2026
Google Cloud's AI-first startup credits reach up to $350,000, ahead of AWS's new $300,000 AI Tier and Azure's $100,000 Investor Network track, while GCP compute reportedly runs 6-10% cheaper for typical SaaS workloads.
AWS
Azure
Google Cloud
Cloud vendor choice for a new startup increasingly comes down to two questions: how much free runway does the credit program buy, and how much does the bill actually cost once you're paying full price. In 2026, the three majors answer both questions differently.
At a glance
| Metric | AWS | Azure | Google Cloud |
|---|---|---|---|
| Base startup credits | Up to $100,000 | $5,000 (unfunded) / up to $100,000 (investor-backed) | $100,000 (yr 1) + $100,000 (yr 2) |
| AI-specific credit tier | $300,000 over 24 months | — | Up to $350,000 ("AI-First") |
| Relative compute pricing | Baseline | Baseline | ~6-10% cheaper |
| Bundled non-compute value | — | GitHub Enterprise, VS Enterprise, M365 | — |
Which one wins for which use case
For AI-first startups training or fine-tuning large models, Google Cloud's $350,000 ceiling and AWS's new $300,000 AI Tier are both worth evaluating directly against each other before committing. For typical SaaS startups watching every dollar over a 12-month runway, GCP's combination of credits and lower baseline pricing is the most cost-efficient starting point on paper. Azure remains competitive for startups already standardized on Microsoft tooling (GitHub, VS, M365), where the bundled non-compute value adds up.
Sources
TechGenyz: Google Cloud vs AWS vs Azure Startups 2026, CloudKompas: Free Cloud Credits Compared 2026, Culta: Cloud Costs for Startups 2026.
Frequently asked questions
Google Cloud currently offers the largest program for AI-first startups, up to $350,000, ahead of AWS's new $300,000 AI Tier and Azure's $100,000 Investor Network track.
Both — beyond credits, industry cost comparisons for typical SaaS workloads put Google Cloud's raw compute and database pricing roughly 6-10% below AWS and Azure, with the gap widening as sustained-use discounts kick in.
No, this is independent, informational coverage — we don't have an affiliate or partnership relationship with Amazon, Microsoft, or Google, and credit programs and pricing change frequently, so confirm current terms on each provider's site.