Cloud Infrastructure & DevOps Platforms | Parse

Cloud Infrastructure & DevOps Platforms in AI answers

Data as of Oct 18, 2026Based on 966 AI responsesReviewed by Dimitry Apollonsky

AI summary

Akamai holds a narrow lead over Cloudflare across edge compute, streaming, and cloud platforms. For dedicated workflow scheduling requiring retries and idempotency, Temporal is the usual answer.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	Akamai 38% enterprise video streaming delivery and large-scale edge personalization	enterprise video streaming delivery and large-scale edge personalization	38%
2	Cloudflare 36% serverless edge computing, low-latency workers, and media streaming	serverless edge computing, low-latency workers, and media streaming	36%
3	Vercel 36% frontend framework hosting with native edge functions and middleware	frontend framework hosting with native edge functions and middleware	36%
4	Cloudflare WorkersCloudflare product line 35% running lightweight serverless code and custom segmentation at the edge	running lightweight serverless code and custom segmentation at the edge	35%
5	Fastly 33% programmable edge delivery, manifest manipulation, and low startup times	programmable edge delivery, manifest manipulation, and low startup times	33%
6	AWSAmazon product line 23% broad cloud hosting, media transcoding pipelines, and serverless compute	broad cloud hosting, media transcoding pipelines, and serverless compute	23%
7	Fastly Compute@EdgeFastly product line 22% high-performance WebAssembly edge routines written in Rust or Go	high-performance WebAssembly edge routines written in Rust or Go	22%
8	Amazon CloudFrontAmazon product line 20% low-latency live streaming integrated with AWS media services	low-latency live streaming integrated with AWS media services	20%
9	Uniform 16% managing edge-side website personalization rules across existing CDN providers	managing edge-side website personalization rules across existing CDN providers	16%
10	Akamai EdgeWorkersAkamai product line 16%		16%
11	Inngest 14% durable execution, complex background workflows, and automatic retry queues	durable execution, complex background workflows, and automatic retry queues	14%
12	Netlify 14%		14%
13	Trigger.dev 12%		12%
14	Fly 12%		12%
15	Cloudflare StreamCloudflare product line 12%		12%
16	Render 11%		11%
17	CDNetworks 11%		11%
18	Healthchecks 10%		10%
19	Cronitor 10%		10%
20	BetterStack 9%		9%
21	AWS LambdaAmazon product line 9%		9%
22	Amazon EventBridgeAmazon product line 8%		8%
23	HerokuOwned by Salesforce 8%		8%
24	CDN77 8%		8%
25	Cloud RunAlphabet product line 7%		7%
26	Gcore 7%		7%
27	Bunny 7%		7%
28	Northflank 7%		7%
29	Fastly Web Application & API ProtectionFastly product line 7%		7%
30	Temporal 6%		6%
31	Gcore Everywhere InferenceGcore product line 6%		6%
32	Upstash QStashUpstash product line 6%		6%
33	CacheFly 6%		6%
34	Azure App ServiceMicrosoft product line 6%		6%
35	Google Media CDNAlphabet product line 6%		6%
36	Google Cloud SchedulerAlphabet product line 5%		5%
37	Cloudflare Workers KVCloudflare product line 5%		5%
38	Cloudflare Durable ObjectsCloudflare product line 5%		5%
39	Digitalocean 5%		5%
40	Optimizely 4%		4%
41	Microsoft AzureMicrosoft product line 4%		4%
42	DigitalOcean App PlatformDigitalocean product line 4%		4%
43	Railway 4%		4%
44	AWS Elastic BeanstalkAmazon product line 4%		4%
45	Upstash 4%		4%
46	Google Cloud Media CDNAlphabet product line 4%		4%
47	Dead Man's Snitch 4%		4%
48	Ninetailed 4%		4%
49	Google App EngineAlphabet product line 3%		3%
50	Google CloudAlphabet product line 3%		3%
51	Red Hat OpenShiftIBM product line 3%		3%
52	Vultr 3%		3%
53	Edgio 3%		3%
54	Hetzner 3%		3%
55	Mux 3%		3%
56	Amazon Web ServicesAmazon product line 3%		3%
57	Adobe 3%		3%
58	cron-job.org 3%		3%
59	BullMQ 3%		3%
60	Hyperping 3%		3%
61	Apache AirflowApache Software Foundation product line 2%		2%
62	Deno DeployDeno product line 2%		2%
63	Google Cloud PlatformAlphabet product line 2%		2%
64	Cloudways 2%		2%
65	Cloudflare QueuesCloudflare product line 2%		2%
66	Sentry 2%		2%
67	D1 2%		2%
68	FlashEdge 2%		2%
69	Bunny StreamBunny product line 2%		2%
70	SiteGround 2%		2%
71	Cloudflare WorkflowsCloudflare product line 2%		2%
72	Varnish Software 2%		2%
73	Cloudflare R2Cloudflare product line 2%		2%
74	Kubernetes 2%		2%
75	Builder.io 2%		2%
76	Hostinger 2%		2%
77	nanocosmos 2%		2%
78	Next.jsVercel product line 2%		2%
79	Wowza 2%		2%
80	Coolify 2%		2%
81	Akamai Adaptive Media DeliveryAkamai product line 1%		1%
82	AWS App RunnerAmazon product line 1%		1%
83	Cloudflare D1Cloudflare product line 1%		1%
84	Prefect 1%		1%
85	Google Cloud CDNAlphabet product line 1%		1%
86	Azure Container AppsMicrosoft product line 1%		1%
87	Akamai Connected Cloud (Linode)Owned by Akamai 1%		1%
88	Contentful 1%		1%
89	Contentstack 1%		1%
90	Adobe TargetAdobe product line 1%		1%
91	AWS Elemental MediaPackageAmazon product line 1%		1%
92	SlackSalesforce product line 1%		1%
93	GitHub ActionsGitHub product line 1%		1%
94	Amazon LightsailAmazon product line 1%		1%
95	Dynamic YieldOwned by Mastercard 1%		1%
96	Amazon WorkSpacesAmazon product line 1%		1%
97	JobRunr 1%		1%
98	Celery 1%		1%
99	Quartz Scheduler 1%		1%
100	Azure Virtual DesktopMicrosoft product line 1%		1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: Cloudflare, 42% on ChatGPT Search and 31% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Akamai	43%	35%
Cloudflare	42%	31%
Vercel	36%	36%
Cloudflare Workers	33%	40%
Fastly	38%	31%
AWS	22%	19%
Fastly Compute@Edge	19%	27%
Amazon CloudFront	24%	19%
Uniform	18%	16%
Akamai EdgeWorkers	13%	20%

Cloud Infrastructure & DevOps Platforms in AI answers

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