14 categories · RankedOracle
Why models recommend it
“High in scalability and cloud integration; often leads in multiple ISG categories.”Grok 4.20 · Comparative question · alternative
“Oracle and IBM can be comparable but may be overkill for smaller teams”GLM 4.7 FlashX · Comparative question · alternative
“Praised for its customer experience and product capabilities”Mistral Small · Comparative question · alternative
What gives them pause
“Avoid for mid-market: Pure enterprise tools like Oracle/IBM (too heavy/expensive)”Grok 4.20 · Direct question · warning
“Avoid legacy ones like Teradata/Oracle unless you have specific enterprise needs.”Grok 4.20 · Scale-constrained question · warning
“Avoid Oracle or enterprise SQL Server licenses unless strictly necessary.”Gemini 3.5 Flash · Budget-constrained question · warning
“What I'd Avoid for Mid-Sized B2B | Informatica / Collibra / SAP / Oracle”Kimi K2 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Oracle, over the 74 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 19 | 0 | View → | |
| 16 | 0 | View → | |
| 14 | 4 | View → | |
| 12 | 0 | View → | |
| 11 | 7 | View → | |
| 11 | 4 | View → | |
| 11 | 2 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 10 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Oracle's own site, not checked by Gane.
- For
- organizations
- Price stated
- Save $500 per person with special group pricing.
- Free plan or trial
- Try Oracle Cloud Free Tier
- Certifications
- Common Criteria
- Customers named
- Liberty Energy, Kobalt Music, NHS Shared Business Services, Worldline, Rappi, AV, Conduent, Renesas
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 64 of the 74 answers that named Oracle and are not a share of its labels.
Domains cited
Ninety-one of the 102 domain citations in answers naming Oracle came from a third party's page. Eleven 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 | 3 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 1 | 3 | 4 | 8 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 5 | 1 | 6 |
| Kimi K2 | 0 | 0 | 1 | 3 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 4 | 0 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 220 | undated | |||
| Conference or event | 171 | undated | |||
| Case study | 37 | undated | |||
| Template or tool | 14 | undated | |||
| Webinar or virtual event | 13 | undated | |||
| Report or ebook | 13 | undated | |||
| Blog | 11 | undated | |||
| Comparison | 2 | undated |
How it is countedHide how it is counted
Every page oracle.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.