What does AI recommend for cloud infrastructure & devops platforms?

Amazon Web Services remains the most frequently recommended cloud provider for general infrastructure needs. However, for modern web development and serverless functions, developer-centric platforms like Vercel and Netlify have seen a dramatic rise in citations, often displacing traditional cloud providers in those niches.

Which cloud infrastructure & devops platforms brands appear most in AI answers?

Across 3,892 AI responses, Amazon is mentioned most, named in 56% of them, followed by Alphabet (39%) and Cloudflare (33%).

How does Parse rank these brands?

Parse measures each brand's mention rate — the share of answers naming it — across 3,892 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.

How does a brand enter this ranking?

Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.

Best cloud infrastructure & devops platforms, according to AI

Data as of Aug 25, 2026 · Based on 3,892 AI responses · See how Parse measures this

Cloud Infrastructure & DevOps Platforms

487 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best Cloud Infrastructure & DevOps Platforms, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	Amazon		56%
2	Alphabet		39%
3	CloudflareDominant in edge computing; its Workers platform is a top pick for low-latency serverless.	Dominant in edge computing; its Workers platform is a top pick for low-latency serverless.	33%
4	Microsoft		30%
5	FastlyA key player in edge compute, cited for high performance with dynamic content.	A key player in edge compute, cited for high performance with dynamic content.	24%
6	AkamaiAn established enterprise CDN leader, praised for video streaming and security.	An established enterprise CDN leader, praised for video streaming and security.	17%
7	VercelRapidly gaining ground as a top recommendation for developer experience and Next.js apps.	Rapidly gaining ground as a top recommendation for developer experience and Next.js apps.	16%
8	CronitorA consistent top recommendation for robust cron job monitoring and alerts.	A consistent top recommendation for robust cron job monitoring and alerts.	14%
9	Healthchecks		13%
10	Digitalocean		12%
11	RenderThe leading PaaS for autoscaling containerized web services and background jobs.	The leading PaaS for autoscaling containerized web services and background jobs.	12%
12	IBM		11%
13	Salesforce		11%
14	Northflank		9%
15	Dead Man's Snitch		9%
16	Inngest		8%
17	Gcore		8%
18	NetlifyA growing choice for Jamstack sites, praised for simple serverless function deployment.	A growing choice for Jamstack sites, praised for simple serverless function deployment.	8%
19	Fly		7%
20	Cronhub		7%
21	TemporalThe top recommendation for complex, durable schedulers requiring retries and idempotency.	The top recommendation for complex, durable schedulers requiring retries and idempotency.	7%
22	Apache Software Foundation		6%
23	Kubernetes		6%
24	Oracle		5%
25	Uptime Robot		5%
26	HeyOnCall		5%
27	BetterStack		4%
28	Upstash		4%
29	Edgio		4%
30	Railway		4%
31	Supabase		4%
32	Cloud Foundry		4%
33	JobRunr		4%
34	Pulsetic		3%
35	Prefect		3%
36	CacheFly		3%
37	Trigger.dev		3%
38	Railway		3%
39	CDNetworks		3%
40	Bunny		3%
41	Quartz Scheduler		2%
42	Dagster		2%
43	Alibaba Group		2%
44	Cron To Go		2%
45	Hangfire		2%
46	GitHub		2%
47	PagerDuty		2%
48	BullMQ		2%
49	Mendix		2%
50	Uptinio		2%
51	Redwood Software		2%
52	Dokku		2%
53	CronRadar		2%
54	Deno		2%
55	OnlineOrNot		2%
56	AdvSysCon		2%
57	Honeybadger		2%
58	Sentry		1%
59	cron-job.org		1%
60	Upmon		1%
61	CapRover		1%
62	BlazingCDN		1%
63	KEDA		1%
64	Xitoring		1%
65	Datadog		1%
66	Slater		1%
67	Cronlytic		1%
68	Rundeck		1%
69	Cronly		1%
70	Wowza		1%
71	Redis		1%
72	NextCron		1%
73	StackPath		1%
74	CDN77		1%
75	CronSignal		<1%
76	Mergent		<1%
77	Qovery		<1%
78	Scalingo		<1%
79	EasyCron		<1%
80	Koyeb		<1%
81	RapidCron		<1%
82	Pulsecron		<1%
83	Zapier		<1%
84	Celery		<1%
85	EDJX		<1%
86	Hyperping		<1%
87	Broadcom		<1%
88	Virtuozzo		<1%
89	Clever Cloud		<1%
90	CronSched		<1%
91	CronWatcher		<1%
92	WebGazer		<1%
93	cron		<1%
94	Cronr.app		<1%
95	Cronjobs.run		<1%
96	CDNsun		<1%
97	Sidekiq		<1%
98	Cronicle		<1%
99	FastCron		<1%
100	Fleek		<1%