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Most-cited domains in Cloud GPU Platforms answers | Rank.ai

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Most-cited domains in Cloud GPU Platforms answers

Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.

Coverage: 85 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Cited-answer coverage

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rows

85of 85 rows

Most-cited domains in Cloud GPU Platforms answers current rankings
Rank	Entity	Cited-answer coverage	Public Prompt Source Best Position	Public Prompt Source Cited Answer Count	Public Prompt Source Distinct Url Count	Public Prompt Source Engine Breadth	Public Prompt Source Mean Position	Public Prompt Source Median Position	Confidence	N	Change	Trend	Explain
01	runpod.iosource	58.3%	1	21	10	3	3.3	3.5	100%	36	—	—	Why this rank
02	gmicloud.aisource	30.6%	1	11	8	3	3.5	2.5	100%	36	—	—	Why this rank
03	spheron.networksource	30.6%	1	11	10	3	3.5	3	100%	36	—	—	Why this rank
04	reddit.comsource	27.8%	2	10	9	3	5	4.5	100%	36	—	—	Why this rank
05	northflank.comsource	22.2%	1	8	2	2	3.5	3	100%	36	—	—	Why this rank
06	getdeploying.comsource	16.7%	1	6	1	3	4.5	4.5	100%	36	—	—	Why this rank
07	deploybase.aisource	16.7%	1	6	4	3	5.7	6	100%	36	—	—	Why this rank
08	cloud.google.comsource	13.9%	1	5	4	3	2.2	2	100%	36	—	—	Why this rank
09	jarvislabs.aisource	13.9%	1	5	3	3	3.8	4	100%	36	—	—	Why this rank
10	aimultiple.comsource	13.9%	1	5	1	3	4.4	4	100%	36	—	—	Why this rank
11	medium.comsource	11.1%	2	4	3	3	3.8	3.5	100%	36	—	—	Why this rank
12	hostrunway.comsource	11.1%	2	4	3	2	3.8	4	100%	36	—	—	Why this rank
13	cloud-gpus.comsource	11.1%	4	4	1	2	5.5	5.5	100%	36	—	—	Why this rank
14	youtube.comsource	11.1%	3	4	4	2	5.8	5.5	100%	36	—	—	Why this rank
15	lambda.aisource	8.3%	1	3	3	3	1.8	1.5	100%	36	—	—	Why this rank
16	paperspace.comsource	8.3%	1	3	2	2	4	2	100%	36	—	—	Why this rank
17	vcluster.comsource	8.3%	3	3	3	2	3.3	3	100%	36	—	—	Why this rank
18	developer.nvidia.comsource	8.3%	4	3	2	2	5.3	6	100%	36	—	—	Why this rank
19	onesourcecloud.netsource	8.3%	3	3	3	2	5.3	6	100%	36	—	—	Why this rank
20	linkedin.comsource	8.3%	5	3	3	2	6.3	6	100%	36	—	—	Why this rank
21	thundercompute.comsource	8.3%	3	3	3	2	6.3	7	100%	36	—	—	Why this rank
22	whitefiber.comsource	5.6%	1	2	2	2	3	3	100%	36	—	—	Why this rank
23	computeprices.comsource	5.6%	3	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
24	nvidia.comsource	5.6%	3	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
25	computestacker.comsource	5.6%	3	2	2	2	4	4	100%	36	—	—	Why this rank
26	openmetal.iosource	5.6%	1	2	2	2	4	4	100%	36	—	—	Why this rank
27	siliconflow.comsource	5.6%	2	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
28	cast.aisource	5.6%	1	2	2	2	5	5	100%	36	—	—	Why this rank
29	digitalocean.comsource	5.6%	1	2	2	1	1.5	1.5	100%	36	—	—	Why this rank
30	learn.microsoft.comsource	5.6%	1	2	4	1	2.3	1.5	100%	36	—	—	Why this rank
31	cudocompute.comsource	5.6%	1	2	2	1	2	2	100%	36	—	—	Why this rank
32	civo.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
33	nexgencloud.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
34	arxiv.orgsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
35	baseten.cosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
36	docs.cloud.google.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
37	factory.fpt.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
38	introl.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
39	paloaltonetworks.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
40	rafay.cosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
41	shakticloud.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
42	sisgain.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
43	tonex.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
44	upcloud.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
45	venminder.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
46	zadara.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
47	dev.tosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
48	docs.hyperstack.cloudsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
49	fluence.networksource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
50	newsletter.semianalysis.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
51	oracle.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
52	wei.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
53	altstreet.investmentssource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
54	discuss.huggingface.cosource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
55	forums.developer.nvidia.comsource	2.8%	1	1	2	1	4	4	100%	36	—	—	Why this rank
56	forums.fast.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
57	lenovopress.lenovo.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
58	massimocrippa.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
59	stackai.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
60	thenewstack.iosource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
61	vastdata.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Viewing why
62	azure.microsoft.comsource	2.8%	3	1	2	1	4.5	4.5	100%	36	—	—	Why this rank
63	intel.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
64	inworld.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
65	lyceum.technologysource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
66	newmarketpitch.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
67	qualixsolutions.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
68	sedai.iosource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
69	tatacommunications.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
70	atlantic.netsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
71	blogs.nvidia.comsource	2.8%	4	1	2	1	6	6	100%	36	—	—	Why this rank
72	coursera.orgsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
73	fin.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
74	naddod.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
75	scaleops.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
76	signwl.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
77	apxml.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
78	bentoml.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
79	cantech.insource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
80	drj.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
81	networkbachelor.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
82	crusoe.aisource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
83	efficientlyconnected.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
84	together.aisource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
85	docs.nvidia.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence58.3%21/36 filtered answers mention or cite CoreWeave

Selected-set share45.7%Share of answer-presences among the compared brands, not market share

Owned citation answers00 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
Lambda Cloudlambda.ai	58.3%21/36	0.0 pp	45.7%	46	3	6	3/3
CoreWeavecoreweave.com	58.3%21/36	BASE	45.7%	62	0	0	3/3
Crusoe Cloudcrusoe.ai	11.1%4/36	-47.2 pp	8.7%	11	1	1	1/3
Nebius AI Cloudnebius.com	0.0%0/36	-58.3 pp	0.0%	0	0	0	0/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 Which cloud GPU platforms are best for reliable multi-node training of large foundation models?recommendation	CoreWeaveLambda Cloud 5 source URLs`67cdbb1a`	CoreWeaveLambda Cloud 5 source URLs`c33c44e8`	CoreWeave 2 source URLs`42a8e4f1`
02 Recommend cloud GPU providers with transparent on-demand access to H100 or H200 instances and no long-term commitment.recommendation	Lambda Cloud · C3 3 source URLs`104c4d88`	CoreWeaveLambda Cloud · C2 7 source URLs`2437c623`	Lambda Cloud · C1 9 source URLs`891783a2`
03 Which GPU clouds are strongest for reserving hundreds of tightly networked accelerators for a multi-month training program?recommendation	CoreWeaveLambda Cloud 6 source URLs`e27cb262`	CoreWeaveLambda Cloud 7 source URLs`933e36e5`	CoreWeaveLambda Cloud 6 source URLs`d25695fc`
04 Recommend a GPU cloud for autoscaling production inference with custom containers, scale-to-zero, and predictable cold starts.recommendation	CoreWeaveLambda Cloud 5 source URLs`238f9e1d`	No selected brand 5 source URLs`4848364a`	No selected brand 8 source URLs`cd89aa49`
05 What GPU cloud should a startup use for fast self-service access, clear hourly pricing, persistent storage, and simple deployment?recommendation	Lambda Cloud 3 source URLs`2cdb6915`	Lambda Cloud 2 source URLs`4f3b1738`	CoreWeave 6 source URLs`504df0c6`
06 Which GPU cloud platforms are best for an enterprise requiring private networking, compliance controls, auditability, and support?recommendation	CoreWeaveLambda Cloud 6 source URLs`27fda95c`	CoreWeaveLambda CloudCrusoe Cloud 7 source URLs`531f7af2`	No selected brand 9 source URLs`47e34c25`
07 Recommend GPU infrastructure providers with broad regional capacity, current accelerator availability, and data-residency options.recommendation	CoreWeave 4 source URLs`183012d5`	CoreWeaveLambda CloudCrusoe Cloud 7 source URLs`f2de2abe`	CoreWeaveLambda Cloud 8 source URLs`08248e08`
08 Which GPU clouds offer strong managed Kubernetes or Slurm support for distributed AI training and inference?recommendation	CoreWeaveLambda Cloud 6 source URLs`bbb3d8c0`	CoreWeaveLambda CloudCrusoe Cloud · C1 9 source URLs`35eca0c6`	No selected brand 9 source URLs`8565ac65`
09 Compare cloud GPU platforms on availability, accelerator breadth, interconnect, storage, reliability, support, and developer experience.commercial	CoreWeaveLambda Cloud 6 source URLs`6260a2da`	CoreWeaveLambda CloudCrusoe Cloud 8 source URLs`e1d43171`	CoreWeaveLambda Cloud 8 source URLs`7b83ee68`
10 How should a buyer compare GPU cloud pricing across on-demand, spot, reserved, bare-metal, and committed-capacity contracts?commercial	No selected brand 8 source URLs`3dc42130`	No selected brand 9 source URLs`661d659c`	CoreWeave 10 source URLs`a5b480a0`
11 Create a proof-of-concept scorecard for evaluating GPU clouds on real workload throughput, failure recovery, networking, and total cost.commercial	No selected brand 0 source URLs`db77ab07`	CoreWeaveLambda Cloud 4 source URLs`624ca27a`	No selected brand 0 source URLs`fbc6f62c`
12 Which criteria expose capacity, interruption, egress, quota, and vendor lock-in risk when selecting a cloud GPU provider?commercial	No selected brand 6 source URLs`7f5eeb15`	No selected brand 8 source URLs`73e84d80`	No selected brand 3 source URLs`4559abf7`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
runpod.io	21	10	3	#1	Open source ↗
spheron.network	11	10	3	#1	Open source ↗
gmicloud.ai	11	8	3	#1	Open source ↗
reddit.com	10	9	3	#2	Open source ↗
northflank.com	8	2	2	#1	Open source ↗
deploybase.ai	6	4	3	#1	Open source ↗
getdeploying.com	6	1	3	#1	Open source ↗
cloud.google.com	5	4	3	#1	Open source ↗
jarvislabs.ai	5	3	3	#1	Open source ↗
aimultiple.com	5	1	3	#1	Open source ↗
youtube.com	4	4	2	#3	Open source ↗
hostrunway.com	4	3	2	#2	Open source ↗
medium.com	4	3	3	#2	Open source ↗
cloud-gpus.com	4	1	2	#4	Open source ↗
lambda.ai	3	3	3	#1	Open source ↗
onesourcecloud.net	3	3	2	#3	Open source ↗
thundercompute.com	3	3	2	#3	Open source ↗
vcluster.com	3	3	2	#3	Open source ↗
linkedin.com	3	3	2	#5	Open source ↗
paperspace.com	3	2	2	#1	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

cloud-gpu-platforms-2026-07-27 / 4-cloud-gpu-platforms-2026-07-27-models-64232fd32583

Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.

Published rank: #61
Score: 2.778 percent
Overall confidence: 100%
Coverage: 50%
Sample size: 36
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/14 evidenced

Components contributing to vastdata.com's rank
Component	Value	Weight	Contribution	Status
aggregateArtifactHash	c22f502e5815060267b1d034f80b53c48a8eb18abcb0333ba317f6934763d9d0	Unavailable	—	unavailableno_public_frozen_evidence
answerDenominator	36	Unavailable	36	unavailableno_public_frozen_evidence
engineDenominator	3	Unavailable	3	unavailable

hostname	vastdata.com	Unavailable	—	0	unavailableno_public_frozen_evidence

positionDenominator	1	Unavailable	1	0	unavailableno_public_frozen_evidence

positionNumerator	4	Unavailable	4	0	unavailableno_public_frozen_evidence

public prompt source answer coverage	2.777778	100%	2.778	1	available

public prompt source best position	4	0%	0	1	available

public prompt source cited answer count	1	0%	0	1	available

public prompt source distinct url count	1	0%	0	1	available

public prompt source engine breadth	1	0%	0	1	available

public prompt source mean position	4	0%	0	1	available

public prompt source median position	4	0%	0	1	available

sourceVisibilityOnly	1	Unavailable	—	0	unavailableno_public_frozen_evidence

PRIMARY EVIDENCE

Source trail

7 public records

Cited-answer coveragepublic prompt source answer coverage · observed Jul 27, 2026, 12:00 AM UTC2.778 percent100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"cloud-gpu-platforms-2026-07-27","runArtifactIds":["8dc3cc66-02f2-4a60-ae1f-85b3008fc09e","e32dc5aa-32ea-4080-bddc-43b6b72a0aa9","791faccc-cd30-40a3-8c3a-fd6ab8c1d779","5309a1cc-aaa1-4eaf-aa79-31ab69ca8268","df9ea853-2099-4832-b7a0-df98d8bbd3c8","42b97b54-a3f9-4d93-9a25-e0838fffe985","ada9f49d-ec3c-4693-bf87-0a4de6c21cb6","004ccce1-a63b-41df-b8d5-47ef216c6f11","ed05c470-c021-4c73-bd0c-fec9280bb789","5307992a-0a7a-41a6-95a4-8e5b0c1e63a4","dd1755fe-d8f4-460b-85cf-873f0aa390f6","8671026f-5c3c-4345-9e6a-674b02f585eb","457d72aa-0032-4931-b80b-9179f9731bbe","9ee9943a-8a2b-4b5c-bbe1-7fa647bf6ba2","bb65da9a-a29a-4129-89a7-ef3d6b229ee1","1051fb8f-058b-4c7c-83d1-684fe2403f31","7b2d03e4-77f8-42d4-8402-298d3fd9e27f","a001957b-77a3-4e64-a567-8ea458521bd4","f0ca8715-61df-4c66-bea5-88c94cbc92a4","7b98bf4c-a20d-4339-a212-1686f97c2907","1bc783c3-1b9b-413d-bf46-63f8cd8005d9","3917f69b-dc10-47a5-8db4-333ecc410250","843d6a52-cebc-4d60-bb26-278980bf9e4a","502aa7d8-8804-4e8e-8682-1760c773ba7b","5d6aaea5-20ab-4f7a-a91c-f7b9baa558e8","f70ed09c-6d5c-4f91-ae97-8863eb853538","f3330682-9c8a-477f-9e3f-63e60465ebd5","ec28a95a-bed0-4678-af72-9996d1e84550","7d979f2e-0890-48f0-9814-9cc43245895e","be7f2dab-1bda-41af-add9-5c6c1646155e","6ffd2032-0500-48f0-8d8c-b844c216d11c","cf5bd549-7681-4caa-b2b0-5d9acb3b63d0","681c4336-b99a-4d49-b874-1b3d7976fe41","afc64fb3-2c68-41cc-b8aa-1f6b55c81b11","a4d5f3f4-7c38-4f18-b483-91c1a129b578","432f8172-3086-4f76-98cd-1eb547fa2d9f"],"benchmarkVersion":"4-cloud-gpu-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Best citation positionpublic prompt source best position · observed Jul 27, 2026, 12:00 AM UTC4 position100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Cited answerspublic prompt source cited answer count · observed Jul 27, 2026, 12:00 AM UTC1 answers100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Distinct citation URLspublic prompt source distinct url count · observed Jul 27, 2026, 12:00 AM UTC1 URLs100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Engine breadthpublic prompt source engine breadth · observed Jul 27, 2026, 12:00 AM UTC1 engines100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Mean citation positionpublic prompt source mean position · observed Jul 27, 2026, 12:00 AM UTC4 position100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Median citation positionpublic prompt source median position · observed Jul 27, 2026, 12:00 AM UTC4 position100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗