We need to compare AWS and Google Cloud pricing for a data heavy machine learning project we are pitching to investors this week. Which one is actually cheaper for students?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to compare AWS and Google Cloud pricing for a data heavy machine learning project we are pitching to investors this week. Which one is actually cheaper for students?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
AWS vs Google Cloud official pricing 2026 EC2 S3 data transfer SageMaker student credits AWS Educate credits Google ↗
Google Cloud official pricing 2026 Compute Engine Cloud Storage Vertex AI student credits Google Cloud for Education credits Google ↗
- Pricing Overview · cloud.google.com
- Compute Engine · cloud.google.com
- Amazon EC2 – Secure and resizable compute capacity · aws.amazon.com
- Storage pricing · cloud.google.com
- Google Cloud for Education - Students · cloud.google.com
- Get and redeem education credits | Cloud Billing | Google Cloud Documentation · docs.cloud.google.com
- Google Cloud Free Trial FAQs · cloud.google.com
- Free Cloud Computing Services · aws.amazon.com
- AWS Educate · aws.amazon.com
- AWS Academy | Training and Certification · aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS vs Google Cloud official pricing 2026 EC2 S3 data transfer SageMaker student credits AWS Educate credits OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Cloud official pricing 2026 Compute Engine Cloud Storage Vertex AI student credits Google Cloud for Education credits OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |