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How does GitHub Actions pricing compare to Jenkins on dedicated AWS EC2 instances when running about fifty concurrent builds per day for our startup?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does GitHub Actions pricing compare to Jenkins on dedicated AWS EC2 instances when running about fifty concurrent builds per day for our startup?
3 real searches · 1 real-search pass
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricingGoogle ↗
OBSERVEDComparison
AWS EC2 On-Demand Linux pricing c7i instances us east 1 officialGoogle ↗
OBSERVEDOther / navigational
GitHub Actions billing larger runners pricing per minute 2026 officialGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricing Google ↗
AWS EC2 On-Demand Linux pricing c7i instances us east 1 official Google ↗
GitHub Actions billing larger runners pricing per minute 2026 official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions pricing hosted runners included minutes per minute rates 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS EC2 On-Demand Linux pricing c7i instances us east 1 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Actions billing larger runners pricing per minute 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1