Evaluating multi-cloud strategies for our enterprise software, so what is the current industry consensus on using Terraform versus Pulumi for infrastructure as code?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluating multi-cloud strategies for our enterprise software, so what is the current industry consensus on using Terraform versus Pulumi for infrastructure as code?
4 real searches · 1 real-search pass
2026 enterprise infrastructure as code Terraform vs Pulumi adoption survey industry consensus multi-cloudGoogle ↗
OBSERVED
Terraform official documentation HCP Terraform governance policy as code providers modules 2026Google ↗
OBSERVED
Pulumi official documentation languages policy as code enterprise multi cloud state 2026Google ↗
OBSERVED
OpenTofu Linux Foundation Terraform license BSL enterprise adoption 2025 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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 enterprise infrastructure as code Terraform vs Pulumi adoption survey industry consensus multi-cloud Google ↗
Terraform official documentation HCP Terraform governance policy as code providers modules 2026 Google ↗
Pulumi official documentation languages policy as code enterprise multi cloud state 2026 Google ↗
OpenTofu Linux Foundation Terraform license BSL enterprise adoption 2025 2026 Google ↗
- HCP Terraform subscription plans | Terraform · developer.hashicorp.com
- Terraform policy | Terraform · docs.hashicorp.com
- OpenTofu · cncf.io
- Documentation · pulumi.com
- Pulumi vs. Terraform · pulumi.com
- Pulumi · docs.aws.amazon.com
- Pulumi Cloud | Pulumi Concepts · pulumi.com
- Firefly · firefly.ai
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 enterprise infrastructure as code Terraform vs Pulumi adoption survey industry consensus multi-cloud OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Terraform official documentation HCP Terraform governance policy as code providers modules 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Pulumi official documentation languages policy as code enterprise multi cloud state 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenTofu Linux Foundation Terraform license BSL enterprise adoption 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |