2 categories · RankedScyllaDB
ScyllaDB is a NoSQL database from Scylla for data-intensive applications that require high throughput and predictable low latency · scylladb.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
MongoDB is first at 81%.
MongoDB is first at 74%. 0 of 14 models made it the first choice when asked directly.
MongoDB is first at 53%.
Why models recommend it
“Ultra-High Scale / Wide-Column | ScyllaDB, Apache Cassandra | High write-throughput, sub-millisecond latencies at scale”Gemini 3.5 Flash · Scale-constrained question · alternative
“ScyllaDB is a drop-in C++ rewrite of Cassandra that provides identical APIs with vastly lower latency”Gemini 3.5 Flash · Negative question · alternative
“ScyllaDB is increasingly recommended over Cassandra for better performance and easier operations”DeepSeek V4 Flash · Negative question · alternative
“Cassandra-style distributed modeling with a focus on predictable performance and lower latency.”Perplexity Sonar · Comparative question · alternative
What gives them pause
“Rolling Your Own TSDB on Cassandra / ScyllaDB / DynamoDB ... introduces massive operational pain”Gemini 3.5 Flash · Negative question · warning
“self-hosting avoids license fees but increases engineering and maintenance costs”Perplexity Sonar · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as ScyllaDB, over the 63 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 59 | 34 | View → | |
| 56 | 1 | View → | |
| 52 | 3 | View → | |
| 44 | 1 | View → | |
| 40 | 1 | View → | |
| 36 | 0 | View → | |
| 31 | 2 | View → | |
| 19 | 5 | View → | |
| 19 | 0 | View → | |
| 14 | 0 | View → |
What the models named instead of ScyllaDB →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on ScyllaDB's own site, not checked by Gane.
- For
- data-intensive apps that require high throughput & predictable low latency
- Hosting
- AWS & GCP
- Customers named
- Discord, Zillow, Comcast, Rakuten, Hulu, Adevinta, Fanatics, Grab
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 43 of the 63 answers that named ScyllaDB and are not a share of its labels.
Domains cited
104 of the 128 domain citations in answers naming ScyllaDB came from a third party's page. Ten were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 3 | 1 | 1 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 1,860 | 3 | 2026-09-27 | ||
| Blog | 85 | 0 | 2026-05-12 | ||
| Glossary or explainer | 82 | 4 | 2026-09-04 | ||
| Webinar or virtual event | 46 | 11 | 2026-09-25 | ||
| Case study | 41 | 0 | 2022-03-10 | ||
| Report or ebook | 26 | 0 | 2018-05-01 | ||
| Comparison | 23 | 2 | 2026-07-24 | ||
| News or press | 8 | 0 | 2026-05-05 | ||
| Template or tool | 1 | undated |
Most recent
How it is countedHide how it is counted
Every page scylladb.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.