Real ChatGPT answer · index seedaY9VUypLvV4completeB2B software · cloud hostingcomparison

Heroku just killed their free tier and we are scrambling to find a cheaper alternative for staging apps that still supports ephemeral environments without breaking our startup budget

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Heroku just killed their free tier and we are scrambling to find a cheaper alternative for staging apps that still supports ephemeral environments without breaking our startup budget
1 real search · 1 real-search pass
2026 affordable Heroku alternatives ephemeral preview environments per pull request staging apps pricing Render Railway Fly.io Northflank KoyebGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 affordable Heroku alternatives ephemeral preview environments per pull request staging apps pricing Render Railway Fly.io Northflank Koyeb Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 affordable Heroku alternatives ephemeral preview environments per pull request staging apps pricing Render Railway Fly.io Northflank Koyeb
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1