Cloud GPU platforms: AI search visibility ranking (2026)
How AI search engines rank cloud gpu 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 with on-demand accelerated compute. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 20, 2026Download this ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
At a glance
What we observed in this categoryauto-generated
Runpod leads the Cloud GPU platforms category with a visibility score of 50.0% and a composite score of 61.2, placing it far ahead of second-ranked Lambda at 37.5% visibility and a composite of 26.2. That gap of nearly 35 composite points is significant because it means Google AI Mode is not treating this as a competitive field. The remaining 18 brands in the audit sit at or near zero, and the category average visibility is just 6.2%, underscoring how concentrated AI attention is at the very top.
The most striking divergence in the data is between visibility and citation. Lambda holds second place on visibility at 37.5% but has a citation rate of 0.0%, while Runpod's citation rate of 87.5% dwarfs its own visibility figure. This means Lambda is named in AI responses but its domain is not being sourced or linked, whereas Runpod is both mentioned and actively cited. CoreWeave, Vast.ai, and all brands ranked fifth or lower share Lambda's pattern, appearing occasionally but generating zero citations.
The cited sources list reveals that Google AI Mode is not anchoring primarily on brand-owned domains in this category. YouTube, Reddit, spheron.network, getdeploying.com, northflank.com, and gist.github.com all appear alongside runpod.io and cloud.google.com, suggesting the AI draws heavily on community and third-party comparison content rather than vendor sites. Runpod is the only brand in the top 20 whose own domain appears in the top cited sources list, reinforcing its unusually strong citation rate of 87.5%.
Movers & shakers since last refresh
Biggest visibility risers
-
CoreWeave 0% → 25% · rank #7 → #3+25pp
Biggest visibility fallers
-
Lambda 62% → 38% · rank #2 → #2-25pp
-
Runpod 62% → 50% · rank #1 → #1-12pp
-
Vast.ai 25% → 12% · rank #3 → #4-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
runpod.io
|
50% | 88% | Google AI Mode |
Runpod's composite score of 61.2 is more than double Lambda's 26.2, and its 87.5% citation rate is the only non-zero citation figure across all ranked brands. |
||||
| 2 |
lambdalabs.com
|
38% | 0% | Google AI Mode |
Lambda holds 37.5% visibility, well above the 6.2% category average, but its 0.0% citation rate means it is named without being sourced by Google AI Mode. |
||||
| 3 |
coreweave.com
|
25% | 0% | Google AI Mode |
CoreWeave is the biggest riser in the audit, jumping from rank 7 to rank 3 with a visibility delta of plus 25.0 points, though its citation rate remains at 0.0%. |
||||
| 4 |
vast.ai
|
12% | 0% | Google AI Mode |
Vast.ai fell one rank to fourth and lost 12.5 visibility points and 12.5 citation points, making it the only brand outside Runpod to record any citation movement in the data. |
||||
| 5 |
crusoe.ai
|
0% | 0% | Google AI Mode |
Crusoe sits at rank 5 with 0.0% visibility and 0.0% citation, scoring no composite points and matching the floor performance of five other brands in the top 10. |
||||
| 6 |
paperspace.com
|
0% | 0% | Google AI Mode |
| 7 |
fal.ai
|
0% | 0% | Google AI Mode |
| 8 |
together.ai
|
0% | 0% | Google AI Mode |
| 9 |
modal.com
|
0% | 0% | Google AI Mode |
| 10 |
fluidstack.io
|
0% | 0% | Google AI Mode |
| 11 |
nebius.com
|
0% | 0% | Google AI Mode |
| 12 |
genesiscloud.com
|
0% | 0% | Google AI Mode |
| 13 |
shadeform.ai
|
0% | 0% | Google AI Mode |
| 14 |
replicate.com
|
0% | 0% | Google AI Mode |
| 15 |
fireworks.ai
|
0% | 0% | Google AI Mode |
| 16 |
tensordock.com
|
0% | 0% | Google AI Mode |
| 17 |
exabits.ai
|
0% | 0% | Google AI Mode |
| 18 |
salad.com
|
0% | 0% | Google AI Mode |
| 19 |
akash.network
|
0% | 0% | Google AI Mode |
| 20 |
cudocompute.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud gpu 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 cloud gpu 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 cloud gpu platforms AI visibility
Who leads AI visibility in Cloud GPU platforms?
Runpod leads with 50.0% visibility and a composite score of 61.2, well ahead of second-ranked Lambda at 37.5% visibility and a composite of 26.2.
Which Cloud GPU brand is most cited by Google AI Mode?
Runpod is the only brand with a non-zero citation rate, recorded at 87.5%, while all other ranked brands including Lambda and CoreWeave show 0.0% citation.
What sources does Google AI Mode anchor on for Cloud GPU platform research?
The top cited sources include youtube.com, reddit.com, and third-party sites such as getdeploying.com and northflank.com, alongside runpod.io as the sole brand-owned domain in the list.
Which brand has improved its AI visibility the most recently?
CoreWeave recorded the largest visibility gain, rising from rank 7 to rank 3 with a delta of plus 25.0 visibility points, though it still holds a 0.0% citation rate.
Is there a meaningful difference between being named and being cited in this category?
Yes, Lambda appears in AI responses at 37.5% visibility but has a 0.0% citation rate, showing that Google AI Mode names it without sourcing its domain, a pattern shared by CoreWeave and Vast.ai.
How concentrated is AI visibility across the Cloud GPU platforms category?
Visibility is heavily concentrated, with a category average of just 6.2% and 16 of the 20 tracked brands sitting at or near 0.0% visibility in the current audit period.