JumpCloud

How often 10 AI models recommend JumpCloud, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

Each model's one-line reason for recommending it, from its first answer

Best authentication services for web apps 7

Claude Haiku 5.5Cloud directory covering SSO, MFA, and device management for mid-sized IT teams.
GPT-6 LunaUseful unified directory and authentication for organizations managing mixed devices and platforms.
GLM-5.3Great all-in-one directory and device trust for cloud-first SMBs.
Kimi K3Great for cloud-forward SMBs needing device and identity management.
MiniMax M3All-in-one directory service, good SMB alternative to Okta.
Mistral Large 4Great for SMBs wanting directory plus device management bundled.
Nemotron 3 UltraUnified identity + device management for cross-platform fleets

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

46 products named in 118 answers across 4 wordings

In nearly every answer

Contested

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 authentication services for web apps	25	25		8		25	17	25	25	30

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 authentication services for web apps				70

Against the products named most often on the same questions

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