Amazon AuroravsRedis

How 10 AI models weigh Amazon Aurora against Redis on the 1 buying question where both came up.

Amazon Aurora
19%of answers named it
Redis
86%of answers named it
Placed higher
5–32times Amazon Aurora vs Redis, over 37 model rankings that listed either
Models leaning
0–10toward Amazon Aurora vs Redis

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

ModelAmazon AuroraRedisPlaced higherLeans
Claude Haiku 5.525%75%1–3Redis
GPT-6 Luna33%100%1–3Redis
Gemini 4 Argon0%75%0–3Redis
Qwen 3.8 Flash33%75%1–3Redis
DeepSeek V4 Pro0%83%0–3Redis
GLM-5.38%75%0–3Redis
Kimi K333%92%1–3Redis
MiniMax M38%100%0–4Redis
Mistral Large 433%100%0–4Redis
Nemotron 3 Ultra20%80%1–3Redis

What the models say about Amazon Aurora

One reason per model, from the shared questions

  • Claude Haiku 5.5Strong MySQL and PostgreSQL compatibility, scales well, and handles production load reliably.
  • GPT-6 LunaStrong managed relational database with broad compatibility, scaling options, and mature AWS operations.
  • Qwen 3.8 FlashPostgres/MySQL compatible, huge scale, but real ops and cost overhead.
  • Kimi K3AWS-tuned Postgres/MySQL performance that justifies cost at scale
  • Mistral Large 4MySQL/Postgres compatibility with near-RDS performance at lower cost, excellent for production workloads.

What the models say about Redis

One reason per model, from the shared questions

  • Claude Haiku 5.5Fast in-memory store, excellent for caching, sessions, and real-time features.
  • GPT-6 LunaOutstanding in-memory store for caching, sessions, queues, and other latency-sensitive workloads.
  • Gemini 4 ArgonEssential in-memory speed for caching, session management, and real-time web application features.
  • Qwen 3.8 FlashEssential companion for caching, sessions, and queues.
  • DeepSeek V4 ProIn-memory speed for caching, sessions, queues, and real-time features.
  • GLM-5.3Essential for caching and sessions; pairs with any primary database.
  • Kimi K3In-memory speed for caching, sessions, queues, and real-time web features.
  • MiniMax M3Lightning-fast in-memory store for caching, sessions, and queues.
  • Mistral Large 4Blazing-fast in-memory store perfect for caching, sessions, and real-time features.
  • Nemotron 3 UltraLightning-fast in-memory caching and sessions

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

QuestionAmazon AuroraRedis
Best databases for web apps19% #1586% #1
Best caching tools for web apps·76% #2