Real ChatGPT answer · index seedWIIQxsIDV4scompleteB2B software · cloud hostinginformational

Between AWS versus Google Cloud pricing for GPU instances, which cloud provider currently gives better discounts for academic research projects?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between AWS versus Google Cloud pricing for GPU instances, which cloud provider currently gives better discounts for academic research projects?
1 real search · 1 real-search pass
2026 academic research cloud credits GPU AWS Cloud Credit for Research vs Google Cloud research credits program eligibility award amount GPU pricing discountsGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 academic research cloud credits GPU AWS Cloud Credit for Research vs Google Cloud research credits program eligibility award amount GPU pricing discounts Google ↗
  1. General Information · aws.amazon.com
  2. AWS Cloud Credit for Research · aws.amazon.com.cdn.amazon.com
  3. Program information · support.google.com
  4. Eligibility · support.google.com
  5. Which cloud provider offers the best rates for GPU instances? · 430224.fs1.hubspotusercontent-na1.net
  6. ACCESS CloudBank for Research · cloudbank.org
  7. Google Cloud for Researchers · cloud.google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 academic research cloud credits GPU AWS Cloud Credit for Research vs Google Cloud research credits program eligibility award amount GPU pricing discounts
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1