We are hitting the CPU limits on Heroku hobby dynos during our automated CI testing, so what affordable cloud hosting alternatives should we evaluate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are hitting the CPU limits on Heroku hobby dynos during our automated CI testing, so what affordable cloud hosting alternatives should we evaluate?
6 real searches · 1 real-search pass
2026 affordable cloud hosting alternatives Render Railway Fly.io DigitalOcean pricing CPU plans CI workloads dedicated computeGoogle ↗
OBSERVED
Render pricing CPU memory instances official 2026Google ↗
OBSERVED
Railway pricing CPU memory resource limits official 2026Google ↗
OBSERVED
Fly.io pricing shared dedicated CPU official 2026Google ↗
OBSERVED
DigitalOcean droplets pricing CPU official 2026Google ↗
OBSERVED
Hetzner cloud pricing dedicated vCPU official 2026Google ↗
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 6 queries…
Searches and sources
ChatGPT6 real searches · gpt-6
2026 affordable cloud hosting alternatives Render Railway Fly.io DigitalOcean pricing CPU plans CI workloads dedicated compute Google ↗
Render pricing CPU memory instances official 2026 Google ↗
Railway pricing CPU memory resource limits official 2026 Google ↗
Fly.io pricing shared dedicated CPU official 2026 Google ↗
DigitalOcean droplets pricing CPU official 2026 Google ↗
Hetzner cloud pricing dedicated vCPU official 2026 Google ↗
- Official pricing · digitalocean.com
- Official pricing · fly.io
- Fly.io Resource Pricing · fly.io
- Official website · render.com
- 7 Railway alternatives for hosting an AI app (2026): what each actually costs · askgpu.com
- 10 Fly.io Alternatives for Global App Deployment in 2026 · digitalocean.com
- Best Railway Alternatives 2026: Managed & Self-Hosted · temps.sh
- Official website · railway.com
- Official website · hetzner.com
- Hosting Cost Calculator: Railway, Render, Fly.io, Heroku, DigitalOcean, Hetzner · deploys.run
- Actions runner pricing · docs.github.com
- Larger runners · docs.github.com
- Buildkite Pricing · buildkite.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 affordable cloud hosting alternatives Render Railway Fly.io DigitalOcean pricing CPU plans CI workloads dedicated compute OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Render pricing CPU memory instances official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Railway pricing CPU memory resource limits official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fly.io pricing shared dedicated CPU official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DigitalOcean droplets pricing CPU official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Hetzner cloud pricing dedicated vCPU official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |