How much will we actually save by switching our Redis caching layer optimization from AWS ElastiCache to a cheaper third-party managed provider for our high-throughput API?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much will we actually save by switching our Redis caching layer optimization from AWS ElastiCache to a cheaper third-party managed provider for our high-throughput API?
1 real search · 1 real-search pass
2026 Redis managed service pricing AWS ElastiCache pricing Redis Cloud pricing Aiven pricing officialGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Redis managed service pricing AWS ElastiCache pricing Redis Cloud pricing Aiven pricing official Google ↗
- Amazon ElastiCache Pricing · aws.amazon.com
- Managed NoSQL Valkey database · aiven.io
- Service pricing · aiven.io
- Redis Cloud · redis.io
- Redis Pricing Compared: Every Major Provider in 2026 (With Real Numbers) · upstash.com