GPU cloud platforms: AI search visibility ranking (2026)
How AI search engines rank gpu cloud platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. GPU cloud platforms used to train, fine-tune, and serve AI models on high-performance compute across specialized infrastructure. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 18, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Runpod leads the GPU cloud platforms category with a composite score of 41.2, ahead of Lambda and Vast.ai who share identical composite scores of 35.0 despite matching Runpod on visibility at 50.0 percent. The gap matters because Runpod is the only brand with any citation activity at 50.0 percent citation rate, while Lambda and Vast.ai record zero citations despite high visibility. With the category average visibility sitting at just 13.1 percent, the top three brands are operating in a substantially different tier from the rest of the field.
The sharpest divergence between visibility and citation sits between Lambda and Runpod. Lambda matches Runpod on raw visibility at 50.0 percent but records a 0.0 percent citation rate versus Runpod's 50.0 percent, indicating AI Mode names Lambda frequently but does not anchor sourcing trust to its domain. Runpod.io is explicitly listed among the top cited sources in the category, which directly explains the citation gap. This pattern repeats across CoreWeave, DigitalOcean, and all brands ranked four and below, where citation rates are universally zero.
Google AI Mode is the dominant engine across all 20 brands in this category, with every brand recording it as their top engine, suggesting the audit data reflects a single-engine landscape. The top cited sources include youtube.com, reddit.com, northflank.com, getdeploying.com, and gist.github.com, pointing to community-generated and comparison content rather than vendor-owned pages. Runpod.io is the only brand domain appearing directly in the cited sources list, reinforcing its citation advantage. Nebius and OVHcloud both fell to zero percent visibility, dropping six and eleven ranks respectively.
Movers & shakers since last refresh
Biggest visibility risers
-
Lambda 25% → 50% · rank #2 → #2+25pp
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Vast.ai 25% → 50% · rank #3 → #3+25pp
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CoreWeave 12% → 38% · rank #4 → #4+25pp
Biggest visibility fallers
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Nebius 12% → 0% · rank #5 → #11-12pp
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OVHcloud 12% → 0% · rank #8 → #19-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
runpod.io
|
38% | 50% | Google AI Mode |
Runpod holds the highest composite score at 41.2 and is the sole brand with a non-zero citation rate of 50.0 percent, making it uniquely trusted versus all peers. |
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| 2 |
lambdalabs.com
|
50% | 0% | Google AI Mode |
Lambda matches the highest visibility score at 50.0 percent but records zero citations, placing it 15 composite points below Runpod despite equal naming frequency. |
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| 3 |
vast.ai
|
50% | 0% | Google AI Mode |
Vast.ai shares Lambda's 50.0 percent visibility and 0.0 percent citation rate, resulting in an identical composite score of 35.0 and no differentiation from Lambda on trust signals. |
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| 4 |
coreweave.com
|
38% | 0% | Google AI Mode |
CoreWeave tripled its visibility from 12.5 to 37.5 percent this period but retains zero citations, leaving its composite score at 26.2, well below the top three. |
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| 5 |
digitalocean.com
|
25% | 0% | Google AI Mode |
DigitalOcean sits at 25.0 percent visibility with zero citations and a composite score of 17.5, nearly double the 13.1 percent category average but clearly separated from the top four. |
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| 6 |
cloud.google.com
|
12% | 0% | Google AI Mode |
| 7 |
paperspace.com
|
12% | 0% | Google AI Mode |
| 8 |
microsoft.com
|
12% | 0% | Google AI Mode |
| 9 |
tensordock.com
|
12% | 0% | Google AI Mode |
| 10 |
modal.com
|
12% | 0% | Google AI Mode |
| 11 |
nebius.com
|
0% | 0% | Google AI Mode |
| 12 |
genesiscloud.com
|
0% | 0% | Google AI Mode |
| 13 |
fluidstack.io
|
0% | 0% | Google AI Mode |
| 14 |
crusoe.ai
|
0% | 0% | Google AI Mode |
| 15 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 16 |
oracle.com
|
0% | 0% | Google AI Mode |
| 17 |
together.ai
|
0% | 0% | Google AI Mode |
| 18 |
lepton.ai
|
0% | 0% | Google AI Mode |
| 19 |
ovhcloud.com
|
0% | 0% | Google AI Mode |
| 20 |
vultr.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on gpu cloud platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own gpu cloud platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about gpu cloud platforms AI visibility
Who leads AI visibility in GPU cloud platforms?
Runpod leads with a composite score of 41.2, driven by a 50.0 percent citation rate that no other brand in the category matches. Lambda and Vast.ai share the highest raw visibility at 50.0 percent but record zero citations.
What sources does AI cite most for GPU cloud platform research?
The top cited sources include youtube.com, reddit.com, northflank.com, getdeploying.com, and gist.github.com, alongside runpod.io as the only brand domain in the list. This points to community and comparison content driving citation behaviour over vendor pages.
Which GPU cloud brands are gaining visibility fastest?
Lambda, Vast.ai, and CoreWeave each gained 25.0 percentage points of visibility in the latest period, moving from 25.0 percent to 50.0, 50.0, and 37.5 percent respectively. None of these gains converted into citation activity.
Which brands lost AI visibility and by how much?
Nebius dropped from rank 5 to rank 11 with visibility falling from 12.5 to 0.0 percent, and OVHcloud dropped from rank 8 to rank 19 with the same 12.5 percentage point decline to zero visibility.
How does the category average compare to the top performers?
The category average visibility is 13.1 percent and average citation rate is 2.5 percent, while the top three brands range from 37.5 to 50.0 percent visibility and Runpod alone holds a 50.0 percent citation rate.
Which search engine dominates AI visibility for GPU cloud platforms?
Google AI Mode is listed as the top engine for every brand across all 20 in the category, indicating the audit data reflects a single-engine landscape with no meaningful split across other engines.