Index › IT › Products › OpenAI · November 2026 Edition
6 categories · Ranked

OpenAI

OpenAI provides managed, serverless API access to large language models, so teams can build without running their own infrastructure · openai.com ↗

#21Best rank (mid-market)
10/14Models named it
2First choices
18Warnings
November 2026 Edition · all company sizes counted.
Ranked inEnterprise AI assistants #21 mid-marketML platforms #138AI security platforms #201LLM gateways and observability #54AI coding assistants #46AI SOC agents #98

Why models recommend it

“ChatGPT Enterprise and Claude Enterprise lead”Muse Glimmer 30B · Comparative question · first choice
“if you want the strongest general-purpose assistant for deep reasoning, drafting, analysis, and custom workflows”GPT-5.4 mini · Direct question · alternative
“Google Duet AI, OpenAI Enterprise, Anthropic, or platforms like Moveworks/ServiceNow”Grok 4.20 · Scale-constrained question · alternative

What gives them pause

“rated high risk/D on BewareOf.ai): Often criticized for data retention, potential training on inputs (unless opted out), and opaque models. Avoid feeding sensitive security data”Grok 4.20 · Negative question · warning
“OpenAI's consumer FAQ notes ChatGPT consumer content can be stored and accessed under certain conditions, while its business/API offerings have different data controls.”GPT-5.4 mini · Negative question · warning
“While not saying avoid OpenAI entirely, be cautious about agents built directly on consumer-facing LLMs without proper enterprise isolation.”Kimi K2 · Negative question · warning
“Using the web UI for heavy coding or sensitive data analysis poses privacy risks.”Qwen 3.7 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as OpenAI, over the 38 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on OpenAI's own site, not checked by Gane.

For
businesses and enterprise plans
Price stated
$20/month if billed annually. $25/month if billed monthly. $100/month if billed annually. $125/month if billed monthly. Custom pricing
Starting price
20
Free plan or trial
The free version of ChatGPT is available to everyone.
Certifications
SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, ISO 27701, PCI DSS
Hosting
US, EU, UK, JP, CA, KR, SG, IN
Customers named
Morgan Stanley, PwC, Robinhood, Square, Zendesk, Amgen, Bain & Company, Datadog
Visit openai.com ↗

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

The sites and pages the answers that named OpenAI came back with. A fact about retrieval, not a cause of the answer.

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 33 of the 38 answers that named OpenAI and are not a share of its labels.

Domains cited

microsoft.com10
openai.comIts own site9
gane.ai/indexpublisher (Gane)6
developers.openai.comIts own site5
arxiv.org4
cio.com4
help.openai.comIts own site4
upguard.com4
ai.gov.uk3
akamai.com3

Twenty-eight of the fifty-two domain citations in answers naming OpenAI came from a third party's page. Six 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

How each model answered on OpenAI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini01214
Gemini 3.5 Flash00011
Perplexity Sonar00000
Grok 4.2001012
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500101
GPT-6 Luna00000
Muse Glimmer 30B10012

What it publishes

Addresses on openai.com
10,532
subdomains included
Content
311
counted in the table below
Documentation
9,692
Product · Integration
42 · 78
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Comparison12502022-08-01
Glossary or explainer11902021-06-10
Report or ebook2602023-01-12
Podcast or video1102023-06-01
Case study702023-05-21
Conference or event702023-04-27
Blog6undated
News or press502023-02-24
Template or tool402023-03-10
Webinar or virtual event1undated

Most recent

  • 2023-06-01244671 podcast or video
  • 2023-05-21221540 case study
  • 2023-04-27181097 conference or event
  • 2023-03-27123071 case study
  • 2023-03-19107055 case study
  • 2023-03-19107153 conference or event

Events in person

Announced as of September 28, 2026

As the event pages on openai.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page openai.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.