As a recent grad interviewing for a DevOps role, I want to understand the current consensus on Linode versus Vultr performance for hosting high traffic databases.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a recent grad interviewing for a DevOps role, I want to understand the current consensus on Linode versus Vultr performance for hosting high traffic databases.
4 real searches · 1 real-search pass
Linode Akamai Cloud vs Vultr database performance benchmarks NVMe CPU network 2025 2026Google ↗
OBSERVED
Vultr high frequency compute benchmark database performance NVMe official documentationGoogle ↗
OBSERVED
Akamai Linode dedicated CPU shared CPU NVMe block storage performance official documentationGoogle ↗
OBSERVED
Linode vs Vultr real world benchmarks database PostgreSQL MySQL Reddit 2025Google ↗
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
Linode Akamai Cloud vs Vultr database performance benchmarks NVMe CPU network 2025 2026 Google ↗
Vultr high frequency compute benchmark database performance NVMe official documentation Google ↗
Akamai Linode dedicated CPU shared CPU NVMe block storage performance official documentation Google ↗
Linode vs Vultr real world benchmarks database PostgreSQL MySQL Reddit 2025 Google ↗
- Block Storage · techdocs.akamai.com
- Choose between shared and dedicated CPUs · techdocs.akamai.com
- Vultr Block Storage Performance, Rate Limits, and Benchmarks · docs.vultr.com
- Linode (Akamai Cloud) vs. Vultr 2026 – VPS Value Comparison · hosting-atlas.com
- Vultr vs DigitalOcean vs Linode · remarkablecloud.com
- Managed database clusters · techdocs.akamai.com
- What Databases Are Supported by Vultr Managed Databases? · docs.vultr.com
- Mar 31, 2026 · techdocs.akamai.com
- Mar 31, 2026 — Managed Databases with PGBouncer connection pooling · techdocs.akamai.com
- PostgreSQL official documentation · postgresql.org
- Vultr documentation · vultr.com
- Akamai Cloud (Linode) documentation · techdocs.akamai.com
- fio documentation · fio.readthedocs.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Linode Akamai Cloud vs Vultr database performance benchmarks NVMe CPU network 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vultr high frequency compute benchmark database performance NVMe official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Akamai Linode dedicated CPU shared CPU NVMe block storage performance official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Linode vs Vultr real world benchmarks database PostgreSQL MySQL Reddit 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |