Best databases for web apps
40 products named in 118 answers across 4 wordings
Contested
Redis
How often 10 AI models recommend Redis, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.
- Mention rate
- 81%of all answers on these questions
- Best standing
- #1of 40 on Best databases for web apps
- Buying questions
- 2where any model named it
- Never named it
- 0of 10 models
Which models recommend it
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
What the models say
Each model's one-line reason for recommending it, from its first answer
Best databases for web apps 10
- Claude Haiku 5.5
Fast in-memory store, excellent for caching, sessions, and real-time features.
- GPT-6 Luna
Outstanding in-memory store for caching, sessions, queues, and other latency-sensitive workloads.
- Gemini 4 Argon
Essential in-memory speed for caching, session management, and real-time web application features.
- Qwen 3.8 Flash
Essential companion for caching, sessions, and queues.
- DeepSeek V4 Pro
In-memory speed for caching, sessions, queues, and real-time features.
- GLM-5.3
Essential for caching and sessions; pairs with any primary database.
- Kimi K3
In-memory speed for caching, sessions, queues, and real-time web features.
- MiniMax M3
Lightning-fast in-memory store for caching, sessions, and queues.
- Mistral Large 4
Blazing-fast in-memory store perfect for caching, sessions, and real-time features.
- Nemotron 3 Ultra
Lightning-fast in-memory caching and sessions
Best caching tools for web apps 10
- Claude Haiku 5.5
Fast in-memory store, versatile data structures, and the de facto standard for application caching.
- GPT-6 Luna
Versatile in-memory data store with broad ecosystem support for application caching.
- Gemini 4 Argon
The industry standard for in-memory data structures, session caching, and high-throughput web performance.
- Qwen 3.8 Flash
De facto standard for fast in-memory caching of app data and sessions.
- DeepSeek V4 Pro
Blazing fast in-memory data store; de facto standard for caching, session storage, and queuing.
- GLM-5.3
Industry-standard in-memory store; versatile caching, sessions, and pub/sub.
- Kimi K3
Industry-standard in-memory cache; versatile, fast, huge ecosystem.
- MiniMax M3
Fastest in-memory data store with rich data structures.
- Mistral Large 4
Blazing fast in-memory store, industry standard for caching and sessions.
- Nemotron 3 Ultra
In-memory speed, versatile data structures
Against the competition
Each question's products ranked by the share of all answers that named them, Redis highlighted.
Best caching tools for web apps
54 products named in 119 answers across 4 wordings
Contested
Mention rate by model and question
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best databases for web apps | 75 | 100 | 75 | 75 | 83 | 75 | 92 | 100 | 100 | 80 |
| Best caching tools for web apps | 92 | 75 | 75 | 75 | 75 | 75 | 75 | 75 | 75 | 73 |
Does the wording matter?
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best databases for web apps | 100 | 100 | 100 | 41 |
| Best caching tools for web apps | 97 | 100 | 100 | 10 |
Head to head
Against the products named most often on the same questions
Work on Redis? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.