Real ChatGPT answer · index seedYUlKH7o0aEAcompleteB2B software · developer toolscomparison

looking for the cheapest redis caching hosting solution that still handles high throughput without latency spikes

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
looking for the cheapest redis caching hosting solution that still handles high throughput without latency spikes
1 real search · 1 real-search pass
2026 managed Redis hosting pricing throughput latency Redis Cloud Upstash AWS ElastiCache DigitalOcean Managed Valkey comparisonGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 managed Redis hosting pricing throughput latency Redis Cloud Upstash AWS ElastiCache DigitalOcean Managed Valkey comparison Google ↗
  1. Managed Valkey (Redis-compatible) hosting from $9/month · rowsafe.sh
  2. Redis Pricing · upstash.com
  3. Scale to Zero · upstash.com
  4. Managed Caching for Valkey · digitalocean.com
  5. Pricing · redis.io
  6. Upstash vs Redis Cloud: A 2026 comparison · upstash.com
  7. Amazon ElastiCache Pricing · aws.amazon.com
  8. Hetzner Cloud · hetzner.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 managed Redis hosting pricing throughput latency Redis Cloud Upstash AWS ElastiCache DigitalOcean Managed Valkey comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1