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Reviewed founder decision

AWS vs Google Cloud startup credits

A reviewed comparison of AWS Activate and Google for Startups Cloud Program credits, eligibility, access, timing, and AI-specific terms.

Reviewed review due

Decision summary

The short answer

AWS and Google Cloud offer distinct startup credit programs with tiered structures based on stage, funding, and AI focus. Google Cloud provides up to $2,000 for early technology startups, up to $100,000 in Year 1 plus 20% up to $100,000 in Year 2 for VC-funded startups, and up to $250,000 in Year 1 plus 20% up to $100,000 in Year 2 for AI-first startups. AWS provides up to $5,000 via AWS Activate Founders, up to $200,000 via AWS Activate Portfolio, and at least $200,000 via an invite-only tier for AI startups. Program selection depends directly on the startup's funding status, AI focus, and provider organization access.

Exact comparison

Terms that change the decision

DimensionAWSGoogle Cloud
Published credit structure
Founders: up to $5k. Portfolio: up to $200k. AI: at least $200k, invite-only.Records: AWS Activate Portfolio creditsAWS Activate FoundersAWS credits for AI startups
Start: up to $2k. Scale: $100k year one plus 20% up to $100k year two. AI: $250k year one plus the year-two benefit.Records: Google Cloud Scale tierGoogle Cloud Start tierAI startups
Access
Founders is direct; Portfolio needs a Provider Org ID; the AI tier is invite-only.Records: AWS Activate
Start, Scale, and AI tiers use the direct public application path, with vendor review.Records: Google for Startups Cloud Program
Best-aligned applicants
Self-funded, provider-backed pre-Series B, or invited AI startups; published company-age ceiling is ten years.Records: AWS Activate
Early technology startups, recently funded Scale applicants, and case-reviewed AI-first startups.Records: Google for Startups Cloud Program
Published decision timing
5–10 business days.Records: AWS Activate
Usually a few business days; manual review can take 10 days or more.Records: Google for Startups Cloud Program
Material caveat
Official AWS pages disagree on whether Portfolio is capped at $100k or $200k.Records: AWS Activate Portfolio credits
Program credits exclude third-party models, which are billed directly.Records: Google for Startups Cloud Program

Programs reviewed

The offers behind the numbers

AWS

AWS (Amazon Web Services) provides cloud infrastructure, data services, and AI/ML tools alongside AWS Activate credits, technical guidance, and resources to help startups test, build, and scale.

Best fit

Self-funded early startups, pre-Series B startups associated with AWS Activate Provider Organizations, and invite-only AI startups scaling after AWS Activate Portfolio benefit from AWS's tailored credit packages.

  • AWS Activate TiersAWS offers three active tiers within AWS Activate: AWS Activate Founders (providing $1,000 to up to $5,000 for self-funded pre-Series B startups via public form), AWS Activate Portfolio credits (providing up to $200,000 for pre-Series B startups with a Provider Org ID via public form), and AWS credits for AI startups (providing over $200,000 in credits by invitation/contacting an AWS account manager for scaling AI startups).Records: AWS Activate FoundersAWS Activate Portfolio creditsAWS credits for AI startups

Google Cloud

Google Cloud provides cloud credits and program tiers—Start, Scale, and AI—to help startups build and grow their business with solutions designed for their needs.

Best fit

Early-stage tech startups seeking venture funding, VC-funded startups scaling infrastructure, and AI-first startups where artificial intelligence is foundational to the product benefit most from Google Cloud's structured tiers.

  • Google for Startups Cloud Program TiersGoogle Cloud offers three distinct active tiers under the Google for Startups Cloud Program: Google Cloud Start tier (offering up to $2,000 in credits over one year for early tech startups under 24 months old), Google Cloud Scale tier (offering up to $100,000 in Year 1 plus 20% up to $100,000 in Year 2 for VC-funded startups), and the AI startups tier (offering up to $250,000 in Year 1 plus 20% up to $100,000 in Year 2 for AI-first startups). Application for all three tiers is via public web form.Records: Google Cloud Start tierGoogle Cloud Scale tierAI startups

Founder scenarios

Which fits when

Bootstrapped early-stage startup

For a self-funded startup under two years old planning to seek VC funding, Google Cloud Start tier provides up to $2,000 in credits over one year, whereas AWS Activate Founders provides $1,000 with selected participants receiving up to $5,000.

Assumes

  • Company age is 24 months or less.
  • Company is self-funded and pre-Series B.
  • Startup intends to seek venture funding for Google Cloud Start tier eligibility.

Caveat

AWS Activate Founders requires an active AWS account on a paid tier and requires participants to be new to Activate credits or requesting more than previously received. Google Cloud Start requires the applicant to have received no prior Google Cloud credits beyond the free trial.

The answer changes if

  • The startup secures VC funding, making it eligible for higher scaling tiers.
  • The startup is not selected for the higher $5,000 AWS Founders allocation.

VC-funded startup ready to scale

For a seed-funded 36-month-old startup, AWS Activate Portfolio offers up to $200,000 in credits, while Google Cloud Scale tier offers up to $100,000 in Year 1 plus a 20% discount up to $100,000 in Year 2.

Assumes

  • Company raised Pre-Seed/Seed within the last 5 years.
  • Company is pre-Series B.
  • Startup possesses a valid AWS Activate Provider Org ID to access AWS Activate Portfolio.

Caveat

There is an active documentation conflict regarding the AWS Portfolio credit cap between AWS's live credits page ($200,000) and its application guide ($100,000). Additionally, Google Cloud Scale tier requires that the startup has not previously received more than $5,000 in Google Cloud credits.

The answer changes if

  • The startup lacks an AWS Activate Provider Org ID, blocking access to AWS Portfolio credits.
  • The startup has already received over $5,000 in prior Google Cloud credits.

AI-first startup

For a funded 24-month-old AI-first startup, Google Cloud AI tier provides up to $250,000 in Year 1 credits plus 20% up to $100,000 in Year 2, while AWS offers at least $200,000 in credits via an invite-only tier following AWS Activate Portfolio.

Assumes

  • Product is structurally AI-first rather than using AI as an add-on or bolt-on feature.
  • Startup meets Google Cloud Scale tier requirements or receives an invite from an AWS account manager after completing AWS Activate Portfolio.

Caveat

Google requires AI to be foundational to the product for admission on a case-by-case basis, and Google Cloud credits explicitly exclude third-party models which are billed directly. AWS's AI credits tier is invite-only and requires direct contact with an account manager.

The answer changes if

  • AI is deemed an add-on layer rather than core to the product during Google's review.
  • The startup does not receive an invitation from AWS.

Conflicts and unknowns

What the evidence does not settle

  1. There is a documented conflict in official AWS published sources: AWS's live credits page states that AWS Activate Portfolio offers up to $200,000, whereas its step-by-step application guide states up to $100,000.
  2. Processing time windows differ across platforms: AWS notes application decisions take 5–10 business days. Google Cloud reports most decisions arrive within a few business days, though manual reviews can take 10 days or more.
  3. Coverage exclusions exist: Google Cloud program benefits explicitly exclude third-party models, which are billed directly and cannot be paid for using program credits.

Bottom line

Choose for the workload and access path

No single vendor is universally superior; value depends on eligibility, access, timing, and workload. For a standard VC-funded startup, AWS publishes up to $200,000 for Portfolio, but requires a Provider Org ID and has a conflicting $100,000 figure in its application guide; Google Scale publishes up to $100,000 in year one plus 20% up to another $100,000 in year two. For AI-first startups, Google specifies up to $250,000 in year one plus the second-year benefit, while AWS publishes an invite-only $200,000+ amount without an equivalent year-by-year breakdown in the reviewed sources.

Sources

Official material reviewed

Review method and catalog release

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sourcey received no payment for this comparison. Terms can change; inspect the linked current records and official sources before applying.

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