Upstash

How often 10 AI models recommend Upstash, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Mention rate

9%of all answers on these questions

Best standing

#24of 54 on Best caching tools for web apps

Buying questions

2where any model named it

Never named it

4of 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

1. Gemini 4 Argon29%
2. Qwen 3.8 Flash21%
3. Mistral Large 417%
4. Claude Haiku 5.58%
5. Kimi K38%
6. GLM-5.34%
7. GPT-6 Luna0%
8. DeepSeek V4 Pro0%
9. MiniMax M30%
10. Nemotron 3 Ultra0%

Never named it: GPT-6 Luna DeepSeek V4 Pro MiniMax M3 Nemotron 3 Ultra

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 caching tools for web apps 3

• Gemini 4 ArgonConsumption-based pricing and instant HTTP access make it the undisputed king for serverless applications.
• Qwen 3.8 FlashServerless pay-per-request model is ideal for variable or small workloads.
• Mistral Large 4Serverless Redis with per-request pricing, perfect for variable workloads.

Best databases for web apps 1

• Gemini 4 ArgonTrue pay-per-request serverless Redis and vector storage ideal for edge computing and bursty traffic.

Against the competition

Each question's products ranked by the share of all answers that named them, Upstash highlighted.

Best caching tools for web apps

54 products named in 119 answers across 4 wordings

Contested

1. 1Memcached84%
2. 2Redis76%
3. 3Cloudflare71%
4. 4Hazelcast57%
5. 5Fastly54%
6. ⋯
7. 24Upstash11%

Best databases for web apps

40 products named in 118 answers across 4 wordings

Contested

1. 1Redis86%
2. 2PostgreSQL77%
3. 3Supabase76%
4. 4MongoDB75%
5. 5Amazon DynamoDB75%
6. ⋯
7. 24Upstash7%

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 caching tools for web apps	17		33	25			8		25
Best databases for web apps			25	17		8	8		8

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 caching tools for web apps			3	40
Best databases for web apps				28

Head to head

Against the products named most often on the same questions

Upstash vs RedisUpstash vs MemcachedUpstash vs PostgreSQLUpstash vs SupabaseUpstash vs MongoDBUpstash vs Amazon DynamoDB

Compare with another product

Work on Upstash? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.