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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

Ticker
NBIS
Run analysis
Your Anthropic API key
sk-ant-api03-••••••••••••
NBISNASDAQNebius Group · AI cloud infrastructure
Sample run · 20 June 2026 · $285.50 at the time

Vertically integrated AI cloud / compute infrastructure provider (a ‘neocloud’).

Medium-High

Strong on most criteria, with some gaps.

Liquidity checkNon-scoringDEEP≥ 10× floor
Market cap
$71.00B
min $300M
Avg daily $ vol
$5.70B
min $5M
Avg daily volume
20.0M sh
 
GATE 1 · Setup & history5 / 8
Dilution discipline5 / 8

Share count ~254M and rising; $4.3B convertibles (March 2026) + $2B NVIDIA equity (March 2026).

Dilution funds an accretive, demand-backed, sold-out buildout.

GATE 2 · Quality & moat40 / 52
TAM & capturable share15 / 16

AI compute infrastructure: among the largest secular markets; neocloud tied to NVIDIA, Meta, Microsoft.

Enormous TAM with a credible path to a meaningful slice.

Moat / competitive advantage9 / 14

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.

Scalability4 / 6

Operating leverage showing (gross margin 51%→74%) but scaling is capital-heavy ($20-25B capex).

Scales well; just not asset-light.

Founder & management7 / 8

Founder-led by Arkady Volozh (Yandex founder); deep technical pedigree.

The founder profile the method rewards.

Insider skin in the game5 / 8

NVIDIA put $2B of equity in; chairman John Boynton sold ~$1.47M of stock on 15 June.

Strong external validation; minor internal selling.

GATE 3 · The numbers28 / 40
Margins & trend8 / 12

Gross margin ~74%, group adj EBITDA ~32%, guiding ~40%; still an adjusted net loss (~$100M Q1).

Sharply improving, but losses under heavy capex.

Growth trajectory14 / 14

Revenue +684% YoY to $399M; ARR $1.9B guiding $7-9B; capacity sold out.

Exceptional and accelerating.

Valuation sanity6 / 14

~$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.

Optionality / safety nets

Stakes/subsidiaries as safety nets: ~28% of ClickHouse, plus Toloka, Avride, TripleTen and the Eigen AI acquisition.

Balance sheet & resilience Non-scoring

Cash $9.30BDebt $8.43BNet cash $870.0M

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.

Gate 4 · Tape & positioningNon-scoring
▲ Crowded?
Positioning scale
Very CrowdedEuphoric: price above target plus 3+ froth signals. Rare.
CrowdedPrice stretched above target, with one or two froth signals.
BalancedDefault. Well-followed, mixed views, including cheap-but-covered names.
QuietModest attention: limited coverage, low interest, but still followed.
OverlookedGenuinely neglected: thin/no coverage, no real institutional following.
Context only. Never affects the score. Measures ATTENTION, not price: a cheap but well-covered stock is Balanced, not Overlooked.

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

Institutional

Validated, but stretched

  • NVIDIA $2B stake plus up to $27B Meta and $17.4B Microsoft contracts.
  • 'Buy' consensus, yet avg target ~$244 sits below the ~$285 price.
  • Nasdaq-100 inclusion forces index buying: a telegraphed tailwind.
  • Short interest ~21% of float at the latest settlement: a heavily contested name.
Retail

Euphoric

  • A large retail base; among the most-held names on retail trading platforms.
  • Up ~230% YTD and ~500% over twelve months.
  • Heavy finfluencer attention: reflexive support that can reverse.
  • A contrarian 'time to sell' downgrade is out.
Score 73 on a crowded tape = a strong business the market already loves. Buying here is consensus, not edge; the identical 73 on a low-attention tape would be far more attractive.

Institutional signals are higher-confidence; retail signals are noisier and easier to game, so they are weighted lightly.

Narrative & timingPotential, variables & perception-based context.
1Sector OutlookStrong

AI-compute demand keeps drawing flows; as the pie grows a strong #2 neocloud benefits without needing to beat hyperscalers.

2Hidden ShiftsMixed

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.

3Strength VariablesMixed

Heavily tied to the AI-capex cycle; subsidiaries add ballast but a demand air-pocket would hurt.

4CatalystsStrong

Non-earnings catalysts landing: NVIDIA stake, Meta/Microsoft deals, Nasdaq-100 inclusion; founder-CEO; converts fund the runway.

Red flags

  • Trades above avg analyst target; a 'time to sell' downgrade is out.
  • Customer concentration in Meta and Microsoft.
  • Capital-intensive and levered: $20-25B capex funded by ~$8.4B of converts, ~$100M adj net loss in Q1.
  • Rich valuation (~21x forward sales).
  • US data-center build-out faces some political opposition.

Data gaps

  • Avg daily volume is estimated. NBIS is clearly highly liquid.
  • No confirmed recent insider buying by the CEO.

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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