68 of 85 siteschecked Aug 9, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

runpod.io

36.1%cited answer coverage

Ahead of second place: 13.9%
Held by the top three: 20%
Middle of the board: 2.8%
Below half the leader: 63 of 68

Highest 36.1%Middle 2.8%

Rank 1one bar per published rowRank 68

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68rows

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Entity typeMovementConfidenceEvidence NRank rangeColumnsSort rows

engines: 1 on 45 of 68 rows · pages cited: 1 on 46 of 68 rows · 36 checks behind each row.

Most cited domains in cloud GPU platforms answers current rankings
Rank	Name	Cited answer coverage	Answers citing it	Best position	Typical position	Change	Why
01	runpod.io	36.1%	13	1	2		This rank
02	northflank.com	22.2%	8	1	3.5	3	This rank
03	reddit.com	22.2%	8	1	4	1	This rank
04	spheron.network	22.2%	8	1	5	1	This rank
05	jarvislabs.ai	19.4%	7	1	3	4	This rank
06	medium.com	13.9%	5	3	4	5	This rank
07	youtube.com	13.9%	5	2	5	7	This rank
08	lambda.ai	11.1%	4	1	2.5	7	This rank
09	rafay.co	11.1%	4	1	4	31	This rank
10	vastdata.com	8.3%	3	1	2	51	This rank
11	deploybase.ai	8.3%	3	2	3	4	This rank
12	fluence.network	8.3%	3	1	3	37	This rank
13	gmicloud.ai	8.3%	3	3	4	11	This rank
14	hostrunway.com	8.3%	3	2	5	2	This rank
15	digitalocean.com	8.3%	3	2	7	14	This rank
16	rank.ai	5.6%	2	1	2	—	This rank
17	whitefiber.com	5.6%	2	1	2	5	This rank
18	getdeploying.com	5.6%	2	2	3	12	This rank
19	greennode.ai	5.6%	2	2	3	—	This rank
20	rackdog.com	5.6%	2	1	3.5	—	This rank
21	openmetal.io	5.6%	2	4	4	5	This rank
22	computeprices.com	5.6%	2	2	4.5	1	This rank
23	crusoe.ai	5.6%	2	4	6.5	59	This rank
24	developer.nvidia.com	5.6%	2	6	6.5	6	This rank
25	forums.developer.nvidia.com	5.6%	2	6	6.5	30	This rank
26	cloud-gpus.com	5.6%	2	1	1	13	This rank
27	together.ai	5.6%	2	2	2.5	57	This rank
28	onesourcecloud.net	5.6%	2	2	3	9	This rank
29	cloud.google.com	5.6%	2	5	5	21	This rank
30	vast.ai	5.6%	2	5	5	—	This rank
31	aws.amazon.com	2.8%	1	1	1	—	This rank
32	blogs.cisco.com	2.8%	1	1	1	—	This rank
33	stackai.com	2.8%	1	1	1	26	This rank
34	brcci.org	2.8%	1	2	2	—	Showing
35	koyeb.com	2.8%	1	2	2	—	This rank
36	quora.com	2.8%	1	2	2	—	This rank
37	wikitechlibrary.com	2.8%	1	2	2	—	This rank
38	docs.cloud.google.com	2.8%	1	3	3	2	This rank
39	drj.com	2.8%	1	3	3	41	This rank
40	shakticloud.ai	2.8%	1	3	3	1	This rank
41	atlantic.net	2.8%	1	4	4	29	This rank
42	docs.mystic.ai	2.8%	1	4	4	—	This rank
43	gist.github.com	2.8%	1	4	4	—	This rank
44	gpuhosted.com	2.8%	1	4	4	—	This rank
45	hackceleration.com	2.8%	1	4	4	—	This rank
46	ibm.com	2.8%	1	4	4	—	This rank
47	isc2.org	2.8%	1	4	4	—	This rank
48	vcluster.com	2.8%	1	4	4	31	This rank
49	cudocompute.com	2.8%	1	5	5	18	This rank
50	discuss.huggingface.co	2.8%	1	5	5	4	This rank
51	io.net	2.8%	1	5	5	—	This rank
52	stninc.com	2.8%	1	5	5	—	This rank
53	arxiv.org	2.8%	1	6	6	19	This rank
54	nscale.com	2.8%	1	6	6	—	This rank
55	packet.ai	2.8%	1	6	6	—	This rank
56	scaleops.com	2.8%	1	6	6	19	This rank
57	skorppio.com	2.8%	1	6	6	—	This rank
58	softwareseni.com	2.8%	1	6	6	—	This rank
59	thundercompute.com	2.8%	1	6	6	38	This rank
60	tierpoint.com	2.8%	1	6	6	—	This rank
61	trustpilot.com	2.8%	1	6	6	—	This rank
62	amplix.com	2.8%	1	7	7	—	This rank
63	fin.ai	2.8%	1	7	7	10	This rank
64	hivenet.com	2.8%	1	7	7	—	This rank
65	layer3labs.io	2.8%	1	7	7	—	This rank
66	linkedin.com	2.8%	1	8	8	46	This rank
67	netrality.com	2.8%	1	8	8	—	This rank
68	bentoml.com	2.8%	1	9	9	10	This rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence19.4%7/36 filtered answers mention or cite CoreWeave

Selected-set share35.0%Share of answer-presences among the compared brands, not market share

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

Engine breadth2/3Engines 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	27.8%10/36	+8.3 pp	50.0%	15	4	4	2/3
CoreWeavecoreweave.com	19.4%7/36	BASE	35.0%	10	0	0	2/3
Crusoe Cloudcrusoe.ai	5.6%2/36	-13.9 pp	10.0%	3	2	2	2/3
Nebius AI Cloudnebius.com	2.8%1/36	-16.7 pp	5.0%	1	0	0	1/3

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`7e8d3828`	No selected brand 0 source URLs`20e72fdd`	CoreWeaveLambda Cloud · C1 8 source URLs`f1e4b644`
02 Recommend cloud GPU providers with transparent on-demand access to H100 or H200 instances and no long-term commitment.recommendation	CoreWeaveLambda Cloud · C1 4 source URLs`c6c2e3ca`	No selected brand 0 source URLs`f96207ac`	Lambda Cloud · C1 9 source URLs`674a6248`
03 Which GPU clouds are strongest for reserving hundreds of tightly networked accelerators for a multi-month training program?recommendation	Lambda Cloud 5 source URLs`e5287ea7`	No selected brand 0 source URLs`c30eb738`	Lambda Cloud 5 source URLs`74fef5ef`
04 Recommend a GPU cloud for autoscaling production inference with custom containers, scale-to-zero, and predictable cold starts.recommendation	No selected brand 8 source URLs`8399644e`	No selected brand 0 source URLs`aaabe91d`	No selected brand 9 source URLs`019d18e3`
05 What GPU cloud should a startup use for fast self-service access, clear hourly pricing, persistent storage, and simple deployment?recommendation	No selected brand 7 source URLs`2506b233`	No selected brand 0 source URLs`3aec8593`	No selected brand 7 source URLs`51a229e6`
06 Which GPU cloud platforms are best for an enterprise requiring private networking, compliance controls, auditability, and support?recommendation	CoreWeave 6 source URLs`70a8ea4f`	No selected brand 0 source URLs`b89c563b`	No selected brand 6 source URLs`ab1883b0`
07 Recommend GPU infrastructure providers with broad regional capacity, current accelerator availability, and data-residency options.recommendation	CoreWeaveLambda Cloud 6 source URLs`5dfa4f2a`	No selected brand 0 source URLs`ef39a6de`	CoreWeaveLambda CloudNebius AI Cloud 8 source URLs`7f483a19`
08 Which GPU clouds offer strong managed Kubernetes or Slurm support for distributed AI training and inference?recommendation	CoreWeaveCrusoe Cloud · C1 6 source URLs`31e435a7`	No selected brand 0 source URLs`002f6b5b`	Crusoe Cloud · C1 9 source URLs`ca179c2d`
09 Compare cloud GPU platforms on availability, accelerator breadth, interconnect, storage, reliability, support, and developer experience.commercial	Lambda Cloud 7 source URLs`7a59e8a5`	No selected brand 0 source URLs`6753711e`	No selected brand 5 source URLs`138562cb`
10 How should a buyer compare GPU cloud pricing across on-demand, spot, reserved, bare-metal, and committed-capacity contracts?commercial	No selected brand 6 source URLs`3a4562d4`	No selected brand 0 source URLs`e9da5495`	No selected brand 6 source URLs`016e9cfa`
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`da055446`	No selected brand 0 source URLs`d428ecd5`	Lambda Cloud · C1 3 source URLs`ca9107d9`
12 Which criteria expose capacity, interruption, egress, quota, and vendor lock-in risk when selecting a cloud GPU provider?commercial	No selected brand 7 source URLs`4c83d74b`	No selected brand 0 source URLs`6a36fa0c`	No selected brand 8 source URLs`76f848c7`

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
runpod.io ↗	13	5	2	#1
reddit.com ↗	8	8	2	#1
spheron.network ↗	8	7	2	#1
northflank.com ↗	8	5	2	#1
jarvislabs.ai ↗	7	2	2	#1
youtube.com ↗	5	5	1	#2
medium.com ↗	5	3	2	#3
rafay.co ↗	4	3	2	#1
lambda.ai ↗	4	2	2	#1
fluence.network ↗	3	2	2	#1
deploybase.ai ↗	3	2	2	#2
digitalocean.com ↗	3	2	1	#2
hostrunway.com ↗	3	2	2	#2
gmicloud.ai ↗	3	2	2	#3
vastdata.com ↗	3	1	2	#1
onesourcecloud.net ↗	2	3	1	#2
rank.ai ↗	2	2	2	#1
whitefiber.com ↗	2	2	2	#1
computeprices.com ↗	2	2	2	#2
together.ai ↗	2	2	1	#2

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: #34
Score: 2.778 percent
Sample size: 36

100% confidence · 50% component coverage · as of Aug 9, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/14 evidenced

Components contributing to brcci.org's rank
Component	Value	Weight	Contribution	Evidence	Status
aggregateArtifactHash	309129dc1a8eca22489a5d6345b2e20ca6c3ae6307f5fb38d6ac5a257991e4ad	Unavailable	—	0	unavailableno_public_frozen_evidence
answerDenominator	36	Unavailable	36	0	unavailableno_public_frozen_evidence
engineDenominator	3	Unavailable	3	0	unavailableno_public_frozen_evidence
hostname	brcci.org	Unavailable	—	0	unavailableno_public_frozen_evidence
positionDenominator	1	Unavailable	1	0	unavailableno_public_frozen_evidence
positionNumerator	2	Unavailable	2	0	unavailableno_public_frozen_evidence
public prompt source answer coverage	2.777778	100%	2.778	1	available
public prompt source best position	2	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	2	0%	0	1	available
public prompt source median position	2	0%	0	1	available
sourceVisibilityOnly	1	Unavailable	—	0	unavailableno_public_frozen_evidence

WHY IT MOVED

new since prior snapshot

No rank delta

entity_not_ranked_in_prior_snapshot

No component moved since the prior snapshot.

PRIMARY EVIDENCE

Source trail

7 public records

Cited-answer coveragepublic prompt source answer coverage · observed Aug 9, 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":["ae239b46-cb28-49e4-8f00-823417951a59","0ee01d71-1f64-4239-9f01-4fc48f4912c2","211c9c7d-89ee-4913-ab75-1d0e285c920d","678c1437-61a8-4854-87a7-67ae8087efe0","6c06c701-80e8-4dbe-8da5-ff63fe02b6e5","92ca9a7f-e420-4ea5-97ae-ff5e838eb0b3","84c9bed4-87a2-4301-874e-37af40dd5ec9","316765d4-de86-4263-8296-8295b7a0ca49","3ace310a-07bf-46e0-bcf2-300e652e79ca","b159e8af-40e6-4cd1-bedc-166a3bf67cb0","f6e70342-d46e-44f7-b5f9-5abf136d0dc1","67aef8b9-aae0-44f3-ba88-880d0ba4439b","5d0c4cc6-6fb5-42b0-a5b0-25b8b40be47d","3f7f021c-394a-4275-9c14-1f1a56362f73","1cc75dcd-d1a0-4cc3-9264-233f3be14219","c266c6ef-521a-44f2-9dc5-cc27357ea11f","fc12d824-a92a-48eb-9a2a-24effa3bf4f3","48fc2777-7c24-4312-a210-fcb5f0617fa6","1b29c1c5-f6d9-498e-aab9-64daac60dc03","08f48382-bb45-41da-9c74-c64e7828e6b3","0453e165-42b1-4be2-925d-87f6a9480ae4","1bba8ff2-2cb8-429c-944d-160d221a01f2","516ecdff-bf27-41cc-b066-954b1de777e6","128fc09b-b440-4b1c-89d4-1d7c5d03944e","e9cea62a-b8d2-4606-adf8-fa3d1ee3f2df","d46bab48-adbc-4c21-88ad-e9c97e0c9d91","917db833-bb1a-4667-9c65-6c855549a759","85386268-0739-46da-9a7c-d1539e767b11","27e69f2e-85b2-47fb-a8cc-b45e37d5fc32","3c09360c-4d5f-41fd-a71c-c14e0dcd4b74","665dfa52-2929-49e5-9e95-e8298586c757","554baf5d-f975-46ea-bdca-13348587e9e0","77556d47-d639-463c-b6b6-aa68d44aaf53","07460255-3dec-459a-a16b-e9b2103ff2ef","d4df80fc-fdfa-4775-be52-5eda4f160cc8","fd3d0e86-121d-4a02-bf38-9751259e8b1e"],"benchmarkVersion":"4-cloud-gpu-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Best citation positionpublic prompt source best position · observed Aug 9, 2026, 12:00 AM UTC2 position100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"cloud-gpu-platforms-2026-07-27","runArtifactIds":["ae239b46-cb28-49e4-8f00-823417951a59","0ee01d71-1f64-4239-9f01-4fc48f4912c2","211c9c7d-89ee-4913-ab75-1d0e285c920d","678c1437-61a8-4854-87a7-67ae8087efe0","6c06c701-80e8-4dbe-8da5-ff63fe02b6e5","92ca9a7f-e420-4ea5-97ae-ff5e838eb0b3","84c9bed4-87a2-4301-874e-37af40dd5ec9","316765d4-de86-4263-8296-8295b7a0ca49","3ace310a-07bf-46e0-bcf2-300e652e79ca","b159e8af-40e6-4cd1-bedc-166a3bf67cb0","f6e70342-d46e-44f7-b5f9-5abf136d0dc1","67aef8b9-aae0-44f3-ba88-880d0ba4439b","5d0c4cc6-6fb5-42b0-a5b0-25b8b40be47d","3f7f021c-394a-4275-9c14-1f1a56362f73","1cc75dcd-d1a0-4cc3-9264-233f3be14219","c266c6ef-521a-44f2-9dc5-cc27357ea11f","fc12d824-a92a-48eb-9a2a-24effa3bf4f3","48fc2777-7c24-4312-a210-fcb5f0617fa6","1b29c1c5-f6d9-498e-aab9-64daac60dc03","08f48382-bb45-41da-9c74-c64e7828e6b3","0453e165-42b1-4be2-925d-87f6a9480ae4","1bba8ff2-2cb8-429c-944d-160d221a01f2","516ecdff-bf27-41cc-b066-954b1de777e6","128fc09b-b440-4b1c-89d4-1d7c5d03944e","e9cea62a-b8d2-4606-adf8-fa3d1ee3f2df","d46bab48-adbc-4c21-88ad-e9c97e0c9d91","917db833-bb1a-4667-9c65-6c855549a759","85386268-0739-46da-9a7c-d1539e767b11","27e69f2e-85b2-47fb-a8cc-b45e37d5fc32","3c09360c-4d5f-41fd-a71c-c14e0dcd4b74","665dfa52-2929-49e5-9e95-e8298586c757","554baf5d-f975-46ea-bdca-13348587e9e0","77556d47-d639-463c-b6b6-aa68d44aaf53","07460255-3dec-459a-a16b-e9b2103ff2ef","d4df80fc-fdfa-4775-be52-5eda4f160cc8","fd3d0e86-121d-4a02-bf38-9751259e8b1e"],"benchmarkVersion":"4-cloud-gpu-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cited answerspublic prompt source cited answer count · observed Aug 9, 2026, 12:00 AM UTC1 answers100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"cloud-gpu-platforms-2026-07-27","runArtifactIds":["ae239b46-cb28-49e4-8f00-823417951a59","0ee01d71-1f64-4239-9f01-4fc48f4912c2","211c9c7d-89ee-4913-ab75-1d0e285c920d","678c1437-61a8-4854-87a7-67ae8087efe0","6c06c701-80e8-4dbe-8da5-ff63fe02b6e5","92ca9a7f-e420-4ea5-97ae-ff5e838eb0b3","84c9bed4-87a2-4301-874e-37af40dd5ec9","316765d4-de86-4263-8296-8295b7a0ca49","3ace310a-07bf-46e0-bcf2-300e652e79ca","b159e8af-40e6-4cd1-bedc-166a3bf67cb0","f6e70342-d46e-44f7-b5f9-5abf136d0dc1","67aef8b9-aae0-44f3-ba88-880d0ba4439b","5d0c4cc6-6fb5-42b0-a5b0-25b8b40be47d","3f7f021c-394a-4275-9c14-1f1a56362f73","1cc75dcd-d1a0-4cc3-9264-233f3be14219","c266c6ef-521a-44f2-9dc5-cc27357ea11f","fc12d824-a92a-48eb-9a2a-24effa3bf4f3","48fc2777-7c24-4312-a210-fcb5f0617fa6","1b29c1c5-f6d9-498e-aab9-64daac60dc03","08f48382-bb45-41da-9c74-c64e7828e6b3","0453e165-42b1-4be2-925d-87f6a9480ae4","1bba8ff2-2cb8-429c-944d-160d221a01f2","516ecdff-bf27-41cc-b066-954b1de777e6","128fc09b-b440-4b1c-89d4-1d7c5d03944e","e9cea62a-b8d2-4606-adf8-fa3d1ee3f2df","d46bab48-adbc-4c21-88ad-e9c97e0c9d91","917db833-bb1a-4667-9c65-6c855549a759","85386268-0739-46da-9a7c-d1539e767b11","27e69f2e-85b2-47fb-a8cc-b45e37d5fc32","3c09360c-4d5f-41fd-a71c-c14e0dcd4b74","665dfa52-2929-49e5-9e95-e8298586c757","554baf5d-f975-46ea-bdca-13348587e9e0","77556d47-d639-463c-b6b6-aa68d44aaf53","07460255-3dec-459a-a16b-e9b2103ff2ef","d4df80fc-fdfa-4775-be52-5eda4f160cc8","fd3d0e86-121d-4a02-bf38-9751259e8b1e"],"benchmarkVersion":"4-cloud-gpu-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt source distinct URL count · observed Aug 9, 2026, 12:00 AM UTC1 URLs100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Engine breadthpublic prompt source engine breadth · observed Aug 9, 2026, 12:00 AM UTC1 engines100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Mean citation positionpublic prompt source mean position · observed Aug 9, 2026, 12:00 AM UTC2 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 Aug 9, 2026, 12:00 AM UTC2 position100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Plain textMost-cited domains in Cloud GPU Platforms answers. Rank.ai, data as of August 9, 2026. https://www.rank.ai/rankings/cloud-gpu-platforms/cloud-gpu-platforms-most-cited-domains
HTML<a href="https://www.rank.ai/rankings/cloud-gpu-platforms/cloud-gpu-platforms-most-cited-domains">Most-cited domains in Cloud GPU Platforms answers</a> — Rank.ai, data as of August 9, 2026
Markdown[Most-cited domains in Cloud GPU Platforms answers](https://www.rank.ai/rankings/cloud-gpu-platforms/cloud-gpu-platforms-most-cited-domains) — Rank.ai, data as of August 9, 2026
APARank.ai. (2026). Most-cited domains in Cloud GPU Platforms answers. Retrieved September 11, 2026, from https://www.rank.ai/rankings/cloud-gpu-platforms/cloud-gpu-platforms-most-cited-domains

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/cloud-gpu-platforms/cloud-gpu-platforms-most-cited-domains">Most-cited domains in Cloud GPU Platforms answers</a> by Rank.ai</p>

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