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Sample analysis · a real run from 20 June 2026, reproduced in full. Not current: a live run uses today's data
Vertically integrated AI cloud / compute infrastructure provider (a ‘neocloud’).
Medium-High
Strong on most criteria, with some gaps.
Share count ~254M and rising; $4.3B convertibles (March 2026) + $2B NVIDIA equity (March 2026).
Dilution funds an accretive, demand-backed, sold-out buildout.
AI compute infrastructure: among the largest secular markets; neocloud tied to NVIDIA, Meta, Microsoft.
Enormous TAM with a credible path to a meaningful slice.
NVIDIA equity alignment, up to $27B Meta and $17.4B Microsoft contracts, scarce power/GPU capacity, full-stack integration.
Real edge, but more relationships-and-capacity than structural.
Operating leverage showing (gross margin 51%→74%) but scaling is capital-heavy ($20-25B capex).
Scales well; just not asset-light.
Founder-led by Arkady Volozh (Yandex founder); deep technical pedigree.
The founder profile the method rewards.
NVIDIA put $2B of equity in; chairman John Boynton sold ~$1.47M of stock on 15 June.
Strong external validation; minor internal selling.
Gross margin ~74%, group adj EBITDA ~32%, guiding ~40%; still an adjusted net loss (~$100M Q1).
Sharply improving, but losses under heavy capex.
Revenue +684% YoY to $399M; ARR $1.9B guiding $7-9B; capacity sold out.
Exceptional and accelerating.
~$71B cap, ~21x forward sales; trades above the ~$244 avg analyst target.
CalculatedP/S 20.9× · on FY2026 est. run-rate
Priced for heavy execution; Street sees downside.
Stakes/subsidiaries as safety nets: ~28% of ClickHouse, plus Toloka, Avride, TripleTen and the Eigen AI acquisition.
Roughly $9.3B cash against about $8.4B of convertible notes after the March raises: net cash on paper, but the buildout is now funded with borrowed money.
What’s priced in: The market already believes the thesis; buying here joins a consensus long rather than front-running it.
Why Crowded: heavy retail base, +230% YTD, price above avg analyst target, Nasdaq-100 inclusion
Validated, but stretched
Euphoric
Institutional signals are higher-confidence; retail signals are noisier and easier to game, so they are weighted lightly.
AI-compute demand keeps drawing flows; as the pie grows a strong #2 neocloud benefits without needing to beat hyperscalers.
Much is now recognized; remaining unpriced angle is the ClickHouse/subsidiary value and vertical-integration optionality.
Read alongside Gate 4: Gate 4 = how crowded the trade is; this = what structural change isn’t priced yet.
Heavily tied to the AI-capex cycle; subsidiaries add ballast but a demand air-pocket would hurt.
Non-earnings catalysts landing: NVIDIA stake, Meta/Microsoft deals, Nasdaq-100 inclusion; founder-CEO; converts fund the runway.
Not financial or investment advice. Scores are not buy/sell signals, only known strength & weakness indicators, i.e. a low score does not preclude an early or potential asymmetric opportunity. To be used in addition to your own due diligence, research & analysis.
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