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Cloud GPU Platforms Engine Breadth | Rank.ai

RANK.AI DATA / Latest

Cloud GPU Platforms Engine Breadth

Ranks reviewed Cloud GPU Platforms brands by the number of benchmark engines on which they appear.

Coverage: 16 entities
Confidence: 100%
Freshness: current
Export: CSV / JSON

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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Engine breadth

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

16of 16 rows

Cloud GPU Platforms Engine Breadth current rankings
Rank	Entity	Engine breadth	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Runpodcompany	3 engines	66.67%	18.9%	50%	3	87.5%	66.67%	100%	3	—	—	Analyze brand Why this rank
02	Lambda Cloudcompany	3 engines	58.33%	16.54%	12.5%	3	87.5%	66.67%	100%	3	—	—	Analyze brand Why this rank
03	CoreWeavecompany	3 engines	58.33%	16.54%	0%	3	75%	58.33%	100%	3	—	—	Analyze brand Why this rank
04	Google Cloudcompany	3 engines	58.33%	16.54%	12.5%	3	75%	66.67%	100%	3	—	—	Analyze brand Why this rank
05	Microsoft Azurecompany	3 engines	38.89%	11.02%	12.5%	3	50%	41.67%	100%	3	—	—	Analyze brand Why this rank
06	Vast.aicompany	3 engines	19.44%	5.51%	0%	3	12.5%	16.67%	100%	3	—	—	Analyze brand Why this rank
07	Paperspacecompany	3 engines	22.22%	6.3%	6.25%	3	12.5%	16.67%	100%	3	—	—	Analyze brand Why this rank
08	Hyperstackcompany	2 engines	8.33%	2.36%	2.08%	2	0%	0%	100%	3	—	—	Analyze brand Viewing why
09	Oracle Cloud Infrastructurecompany	2 engines	5.56%	1.57%	2.08%	2	0%	0%	100%	3	—	—	Analyze brand Why this rank
10	Crusoe Cloudcompany	1 engines	11.11%	3.15%	2.08%	1	0%	0%	100%	3	—	—	Analyze brand Why this rank
11	IBM Cloudcompany	1 engines	2.78%	0.79%	0%	1	12.5%	8.33%	100%	3	—	—	Analyze brand Why this rank
12	Amazon EC2company	1 engines	2.78%	0.79%	0%	1	0%	0%	100%	3	—	—	Analyze brand Why this rank
13	Akash Networkcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank
14	Fluidstackcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank
15	Nebius AI Cloudcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank
16	Voltage Parkcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand 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: comparablePriorRanking.

Published rank: #8
Score: 2 engines
Overall confidence: 100%
Coverage: 100%
Sample size: 3
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

14/14 evidenced

Components contributing to Hyperstack's rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt anthropic brand citation share	4.166667	0%	—	1	available
public prompt anthropic brand mention coverage	16.666667	0%	—	1	available
public prompt anthropic brand recommendation presence	12.5	0%	—	1	available

public prompt brand citation share	2.083333	0%	—	1	available

public prompt brand engine breadth	2	100%	2	1	available

public prompt brand mention coverage	8.333333	0%	—	1	available

public prompt brand mention share	2.362205	0%	—	1	available

public prompt brand recommendation presence	8.333333	0%	—	1	available

public prompt gemini brand citation share	0	0%	—	1	available

public prompt gemini brand mention coverage	8.333333	0%	—	1	available

public prompt gemini brand recommendation presence	12.5	0%	—	1	available

public prompt openai brand citation share	0	0%	—	1	available

public prompt openai brand mention coverage	0	0%	—	1	available

public prompt openai brand recommendation presence	0	0%	—	1	available

PRIMARY EVIDENCE

Source trail

14 public records

Anthropic citation sharepublic prompt anthropic brand citation share · observed Jul 27, 2026, 12:00 AM UTC4.167 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 ↗
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC16.667 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 ↗
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC12.5 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 ↗
Citation sharepublic prompt brand citation share · observed Jul 27, 2026, 12:00 AM UTC2.083 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 ↗
Engine breadthpublic prompt brand engine breadth · observed Jul 27, 2026, 12:00 AM UTC2 engines100% 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 ↗
Mention coveragepublic prompt brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC8.333 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 ↗
Reviewed-brand presence sharepublic prompt brand mention share · observed Jul 27, 2026, 12:00 AM UTC2.362 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 ↗
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC8.333 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 ↗
Gemini citation sharepublic prompt gemini brand citation share · observed Jul 27, 2026, 12:00 AM UTC0 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 ↗
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC8.333 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 ↗
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC12.5 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 ↗
OpenAI citation sharepublic prompt openai brand citation share · observed Jul 27, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Cloud GPU Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗