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Why do people keep arguing about AWS Glue versus AWS Lambda for running simple data transformation scripts and which one is cheaper

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do people keep arguing about AWS Glue versus AWS Lambda for running simple data transformation scripts and which one is cheaper
2 real searches · 1 real-search pass
AWS Lambda pricing requests duration free tier 2026 AWS officialGoogle ↗
OBSERVEDComparison
AWS Glue pricing ETL jobs DPU hour minimum billing official AWSGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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 Lambda pricing requests duration free tier 2026 AWS official Google ↗
AWS Glue pricing ETL jobs DPU hour minimum billing official AWS Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Lambda pricing requests duration free tier 2026 AWS official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Glue pricing ETL jobs DPU hour minimum billing official AWS
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1