Streaming platforms · Named, not rankedUpstash Kafka
Upstash Kafka is a fully managed streaming platform from Upstash · upstash.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Upstash Kafka has 3.
Why models recommend it
“Excellent if your data streaming volume is very low, sporadic, or tied to serverless compute”Gemini 3.5 Flash · Paraphrase question · alternative
“Serverless / very low ops | Upstash Kafka | Tiny-to-mid teams, pay-per-request”Grok 4.20 · Paraphrase question · alternative
“Upstash Kafka | HTTP REST API and pay-per-request pricing model.”Gemini 3.5 Flash · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Upstash Kafka, over the 10 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 2 | View → | |
| 9 | 5 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Upstash Kafka's own site, not checked by Gane.
- Certifications
- SOC 2 Type II, GDPR, HIPAA, EU-US DPF
- Customers named
- Dub, Okara, The Met, GitBook, OpenArt, Dropee, Supabase, Zapier
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 3 of the 10 answers that named Upstash Kafka and are not a share of its labels.
Domains cited
Thirteen of the thirteen domain citations in answers naming Upstash Kafka came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 418 | 31 | 2026-09-28 | Feature flags, Vector databases | |
| Comparison | 18 | 5 | 2026-09-21 | ||
| Case study | 17 | undated | |||
| Report or ebook | 14 | undated | |||
| Template or tool | 3 | undated | |||
| Conference or event | 1 | 0 | 2024-05-22 | ||
| News or press | 1 | 0 | 2024-10-17 |
Most recent
- 2026-09-28Personal assistant in messaging apps hermes upstash box blog
- 2026-09-24Scheduled browser tests upstash box blog
- 2026-09-23File uploads in a react app what to use and pricing breakdown 2026 blog
- 2026-09-23Whats the best object storage for a saas september 2026 comparison blog
- 2026-09-22Context7 search blog
- 2026-09-21Redis array vs list comparison
How it is countedHide how it is counted
Every page upstash.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.