Ai Quantum Energy Space Fv Sector IC Memo

Executive Summary & Action Plan

Verdict

BUY (selective) — the mispricing sits in physical power and space infrastructure, plus one depressed AI mega-cap (Oracle), not in the crowded compute/quantum layer. We ran a self-derived IWANNAVY Fair Value (log-median of DCF, EV/EBITDA, EV/FCF for profitable names; probability-weighted revenue-multiple / rNPV for pre-profit names) on eighteen names across four sectors and ranked them by percentage gap to fair value. Energy and Space dominate the cheap end; ORCL is the standout large-cap (+28.3% even on our conservative normalized-FCF number); AI hardware (VRT, MPWR, TSM, AIP) and most Quantum names trade above our fair value. Highest-conviction pick remains Vistra (VST) — a profitable, FCF-positive, DCF-anchored +19.6% gap — over the wider but riskier gaps in FCF-negative ORCL/OKLO/LUNR/RDW.

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Price $157.98 | Market cap ~$50.9B | Target $189 | Upside +19.6% IWANNAVY Fair Value (10.5x FY27 organic Adj EBITDA $7.6B, log-median vs DCF/FCF) · price as of 2026-07-10 · Street consensus $223 (reference; we sit ~15% below because Street already prices the unclosed Cogentrix + Meta nuclear upside)

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Abstract

We valued eighteen AI, Quantum, Energy and Space names on a single self-derived framework and ranked them by gap to IWANNAVY Fair Value. Profitable names (NVDA, MPWR, VRT, TSM, FSLR, VST) use a log-median of DCF, forward EV/EBITDA and EV/FCF; pre-profit and thin-margin names (the quantum trio, OKLO, RKLB, LUNR, RDW, VOYG, KTOS, AIP, plus capex-heavy ORCL and CEG) use probability-weighted forward EV/Sales, EV/backlog and TAM-capture rNPV with explicit dilution haircuts and normalized (post-buildout) FCF. The screen inverts the popular narrative: the compute layer everyone owns is the layer trading richest to intrinsic value — VRT (−25.9%), MPWR (−11.9%), TSM (−10.7%) and AIP (−8.6%) sit above fair value on multiples that already capitalize multi-year hyper-growth, as do the quantum names (QBTS −12.6%, RGTI −6.4%). The undervaluation lives one layer down, in the physical enablers — nuclear/gas/solar power (OKLO +21.8%, VST +19.6%, FSLR +10.3%, CEG +9.7%) and space/defense infrastructure (LUNR +18.3%, RDW +15.6%, KTOS +6.4%, VOYG +6.3%) — plus one glaring exception: Oracle (+28.3%), a mega-cap trading below even our conservative normalized-FCF value on AI-cloud-capex fear. We flag that raw gap is not conviction — ORCL, OKLO, LUNR and RDW gaps carry FCF-negative and dilution risk — so our conviction pick is DCF-anchored, profitable Vistra. Principal risks: AI-capex digestion compressing every multiple, a quantum-winter re-rating, IRA/45X policy repeal (FSLR), Taiwan geopolitics (TSM), and dilutive equity raises across the pre-profit cohort.

Action Plan

Accumulate the profitable power complex (VST core, FSLR and CEG on pullbacks); size ORCL as a large-cap value-with-optionality position aware of the FCF-negative capex cycle; treat OKLO/LUNR/RDW/VOYG as small scenario-sized bets; trim/avoid VRT, MPWR, TSM and AIP into strength; quantum is a trade, not an investment, at these multiples.

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Risk/Reward (VST) ~2.4:1 | Prob-weighted 12M return (VST) +30% | Confidence: High (VST, FSLR) → Low (quantum, pre-revenue nuclear/space)

What Happened / State of the Sector

The 2026 tape has bid up the visible AI-compute names and the story names (quantum, SMR nuclear, lunar) far faster than the boring, profitable enablers. On our numbers that leaves a clean dispersion: money is paid twice for the compute layer (once in NVDA's chips, again in VRT's power/cooling and MPWR's power stages) while the actual electricity that feeds datacenters — merchant nuclear, gas and solar — still clears near or below fair value. VRT at 48.8x EV/EBITDA and MPWR at 72.3x embed 25–35% growth and premium multiples simultaneously; our DCF/FCF discipline will not underwrite both legs, hence −25.9% and −11.9%. Even TSM (−10.7%) and Arteris (−8.6%) screen rich: TSM's normalized post-capex FCF and the Taiwan risk discount cap our value at $390 vs a $437 tape, and AIP's entire $36 rests on a ~14x sales multiple our numbers de-rate toward 12x.

The exception at the top is Oracle. It trades at $144 against both Street ($252) and our deliberately conservative $185 — the market is pricing the deeply negative FY26 free cash flow (−$23.7B on OCI/AI-cloud capex) and single-customer backlog concentration as permanent, whereas the $638B RPO and normalizing capex intensity support a much higher intrinsic value if FCF inflects by ~FY29. It is the one mega-cap where the AI-capex fear has overshot.

Quantum remains where price and fundamentals diverge most violently: IonQ, Rigetti and D-Wave carry ~$0.5–3.1B net cash but generate lumpy, loss-making revenue at 100–540x trailing sales. Normalize toward even a high speculative-peer multiple and only IonQ (net-cash cushion) holds near fair value.

What to Watch Now (near-term)

ORCL — capex/FCF trajectory & dilution: gross FY27 capex $90–95B against the $638B RPO; any equity issuance to fund it, or backlog pushout, is the thesis-breaker. Watch FCF inflection cadence.
VST — Cogentrix close (2H26) and the Meta ~2,600 MW nuclear PPA: both sit outside current guidance, so each is upside to our $189 base and the reason Street is at $223.
FSLR — IRA Section 45X: advanced-manufacturing credits underpin ~half of profitability; any repeal/reduction headline collapses EBITDA toward ~$1.5B. The $14.4B/47.9 GW backlog is the offset.
RDW — $500M ATM overhang: driver of the −5%+ July gap; every draw at depressed prices is dilutive. (Motley Fool)
Space-sector capital rotation post-SpaceX IPO: newly public SpaceX is siphoning small-cap space capital (RDW, LUNR, RKLB, VOYG) — technical, not fundamental. (StocksToTrade)

What to Watch Next (Technology)

SMR commercialization (OKLO): first Aurora COD at INL ~2027–28 and NRC combined-license progress convert the non-binding ~14 GW LOI pipeline into value; pre-COD it is optionality (37% bear weight).
Quantum fault-tolerance / error-correction (IONQ trapped-ion, RGTI superconducting, QBTS annealing): credible fault-tolerance proof is the only thing justifying today's sales multiples; slippage → reset toward 15–40x sales.
Neutron first launch (RKLB, Q4 2026), lunar CLPS cadence (LUNR), and Starlab funding milestones (VOYG): successful hardware milestones re-rate forward EV/Sales; failures drive the dilution/bear path.
Advanced packaging & leading-edge node ramp (TSM) and NoC IP design-wins (AIP): the AI-foundry supercycle's durability sets whether today's premium multiples hold.

Fair Value Notes (method + driver, per name)

ORCL $185 (+28.3%) — median of ~9% WACC DCF on normalized post-capex FCF ($160), 15x FY27E EBITDA ~$43B ($195), 20x ~$32B normalized FCF ($185); $638B RPO offsets FY26 FCF of −$23.7B, still ~26% below Street $252. (FY26 8-K, 2026-06-10)
OKLO $60 (+21.8%) — scenario deployment rNPV (23/40/37); base ~2.5 GW of the 14 GW LOI pipeline at 12x EV/EBITDA, ~$13–14 cash floor if COD slips. (10-Q, May 2026)
VST $189 (+19.6%) — 10.5x FY27 organic Adj EBITDA $7.6B, log-median vs FCFE-DCF ($170) and 6% FCF-yield ($217); excludes Cogentrix/Meta upside. (8-K, 2026-05-07)
LUNR $20 (+18.3%) — 5x FY27 rev ~$1.0B and 4x $1.1B record backlog, prob-weighted; ~4-quarter cash runway is the constraint. (10-Q, May 2026)
RDW $12.10 (+15.6%) — 6x NTM rev ~$520M and 5.5x $498M backlog (B/B 1.92), 33% bear weight for $500M ATM dilution. (10-Q, 2026-05-06)
FSLR $252 (+10.3%) — 9.5x FY26E Adj EBITDA $2.7B, corroborated by 11%-WACC DCF on normalized FCF; wide $145–320 band reflects 45X policy leverage. (10-Q, 2026-04-30)
CEG $275 (+9.7%) — log-median of 7.75% WACC DCF, 14x FY27 EBITDA ~$8.5B, 18x normalized EV/FCF; nuclear-scarcity premium, AI-PPA as bull optionality. (8-K, 2026-05-11)
KTOS $52 (+6.4%) — 5.5x forward EV/Sales ~$1.85B (record ~$2.0B backlog), rNPV/EV-backlog cross-checks; ~half the stale $112 Street mean. (8-K, 2026-05-06)
VOYG $34.70 (+6.3%) — ~9x NTM sales on $245M FY26 guide + discounted Starlab rNPV, backlog $275M; haircut for sub-2yr cash runway/dilution. (Q1'26 8-K/10-Q)
RKLB $86 (+4.2%) — 35–40x forward EV/Sales + TAM rNPV; Neutron/Iridium optionality haircut, dilution-weighted. (8-K, 2026-05-07)
NVDA $210 (+3.6%) — log-median DCF $133 / 24x EV/EBITDA $249 / 30x EV/FCF $210; conservative WACC deliberately under-capitalizes the ~$1T backlog vs Street $301. (Q1 FY27 8-K, May 2026)
IONQ $46 (+2.7%) — 38x NTM sales ~$360M + $3.1B net cash, TAM-rNPV and EV/RPO cross-checks; net cash cushions the multiple. (Q1'26, ~May 2026)
RGTI $15.90 (−6.4%) — scenario-weighted rNPV (22/33/45) on ~4% of a ~$60B 2035 TAM; consensus prices the bull path, we weight dilution/quantum-winter. (Q1'26 8-K, May 2026)
AIP $33 (−8.6%) — 12x forward EV/Sales ~$100M NTM (median with EV/bookings + 22%-terminal-margin rNPV $22 floor); roughly fair near $36. (Q1'26 8-K, May 2026)
TSM $390 (−10.7%) — log-median DCF $310 / 21x fwd EBITDA $475 / normalized EV/FCF $390; ~20% under Street $490 on capex-supercycle FCF drag + Taiwan risk. (1Q26 6-K)
MPWR $1,210 (−11.9%) — 50x EV/EBITDA / 70x EV/FCF de-rate; DCF ($410) flags price already embeds multi-year hyper-growth. (Q1'26 call)
QBTS $18.50 (−12.6%) — ~100x forward EV/Sales ~$43M (vs current ~176x) as quantum-hype normalizes; RPO $42.4M lumpy. (Q1'26 8-K, 2026-05-12)
VRT $240 (−25.9%) — 32x fwd EV/EBITDA / 35x fwd FCF; DCF ($141) penalizes the 59x EV/FCF momentum premium despite >$15B backlog. (8-K, 2026-04-22)

Catalysts & Risks

Catalyst	Timing	Impact	·	Risk	Prob	Impact
ORCL FCF inflection / RPO conversion	FY27–29	High ↑	·	AI-capex digestion compresses all multiples	Med	High ↓
VST Cogentrix close + Meta nuclear PPA	2H26	High ↑	·	ORCL equity dilution to fund $90B+ capex	Med	High ↓
OKLO Aurora COD / NRC license	2027–28	High ↑	·	IRA/45X repeal (FSLR ~half of EBITDA)	Med	High ↓
RKLB Neutron first launch	Q4'26	Med ↑	·	Taiwan geopolitical shock (TSM)	Low-Med	High ↓
TSM Q2 print / AI-foundry demand	2026-07-16	Med ↑	·	Quantum-winter multiple reset (RGTI/QBTS)	Med-High	High ↓
Quantum fault-tolerance milestones	2026–27	High ↕	·	Pre-profit dilution (OKLO/LUNR/RDW/VOYG/quantum)	High	Med-High ↓

References

Why Redwire Stock Plummeted 50.2% Last Month — Motley Fool · Redwire single-day drop — StocksToTrade
Primary filings: ORCL FY26 8-K (2026-06-10) · NVDA Q1 FY27 8-K (May 2026) · TSM 1Q26 6-K · VST 8-K (2026-05-07) · CEG 8-K (2026-05-11) · VRT 8-K (2026-04-22) · FSLR 10-Q (2026-04-30) · KTOS 8-K (2026-05-06) · OKLO/RKLB/LUNR/RDW/VOYG 10-Q (May 2026) · IonQ/Rigetti/D-Wave/Arteris Q1'26 releases
Prices verified via authoritative quote fetch as of 2026-07-10; IWANNAVY Fair Values self-derived (log-median DCF/EV-EBITDA/EV-FCF for profitable names, probability-weighted revenue-multiple/rNPV for pre-profit names). Analyst consensus shown for reference only; KTOS $112 Street mean appears stale.

Fair Value method audit (18 names)

Ticker	Sector	FV Base	Bull	Bear	Methods (value)	Street	prob B/Ba/Be
ORCL	AI	185	255	105	DCF 160 · EV/EBITDA 195 · EV/nFCF 185	251.85	30/42/28
OKLO	Energy	60	140	14	rNPV 64 · EV/GW 45	88.6	23/40/37
VST	Energy	189	255	110	DCF 170 · EV/EBITDA 189 · EV/FCF 217	223	35/45/20
LUNR	Space	20	34	9	EV/Sales 22 · EV/Backlog 19.3 · rNPV 20	40.78	25/40/35
RDW	Space	12.1	20	5.5	EV/Sales 12.8 · EV/Backlog 11.2 · rNPV 12.1	17.6	25/42/33
FSLR	Energy	252	320	145	DCF 255 · EV/EBITDA 254 · EV/FCF 236	251	25/45/30
CEG	Energy	275	360	165	DCF 275 · EV/EBITDA 276 · EV/FCF 247	358	30/45/25
KTOS	Space	52	75	33	EV/Sales 55 · EV/Backlog 46 · rNPV 42	112 (stale)	30/45/25
VOYG	Space	34.7	56	18	EV/Sales 30.9 · rNPV 38 · EV/Backlog 37.4	43.44	25/45/30
RKLB	Space	86	150	45	EV/Sales 61 · EV/Sales FY27 85 · rNPV 86	111.86	25/40/35
NVDA	AI	210	320	120	DCF 133 · EV/EBITDA 249 · EV/FCF 210	301	30/45/25
IONQ	Quantum	46	88	19	EV/Sales 43.6 · rNPV 38 · EV/RPO 33	68.79	25/40/35
RGTI	Quantum	15.9	42	4.5	EV/Sales 5 · rNPV 14 · scenario 15.9	29.6	22/33/45
AIP	AI	33	52	19	EV/Sales 33 · rNPV 22 · EV/Bookings 32	37.7	30/45/25
TSM	AI	390	545	295	DCF 310 · EV/EBITDA 475 · EV/FCF 390	490	38/40/22
MPWR	AI	1210	1720	700	DCF 410 · EV/EBITDA 1220 · EV/FCF 1210	1789	25/45/30
QBTS	Quantum	18.5	42	6.5	EV/Sales 13.2 · rNPV 19 · EV/Bookings 10	37.4	25/40/35
VRT	AI	240	400	165	DCF 141 · EV/EBITDA 310 · EV/FCF 240	377	30/45/25

Ranking metric = (FV Base − current price) / current price, prices as of 2026-07-10. Sector medians: Energy +14.9% · Space +6.4% · Quantum −6.4% · AI −9.7% (ORCL +28.3% a large positive outlier). Fwd P/E / Trailing P/E / PBR excluded from primary valuation per house rules.