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OLDER Analysis Report
Sep 3, 2026
34 days ago · 100% complete
This report is 34 days old — newer filings and price moves since then are not reflected.
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for AAON, Inc. (AAON) — AI-driven forensic equity research: mechanical valuation models (DCF, EPV, anchored-PE, scenario) plus three independent AI lenses (Quality / Value / Sentiment). Everything below is rendered server-side; you are not missing content that requires JavaScript. All scores are predictions and research opinions, not financial advice.

Our current read (analysis of 2026-10-08): Designation Low · Gem Score -54 (−100…+100 Quality+Value blend) · Quality -23 · Value -74 · Sentiment 25 (timing only, not weighted)

Page map (sections in order; each card carries a stable reference-name attribute you can cite):

  • profile-header / price-overview — company profile, live quote, market cap
  • extended-analysis — the core: three AI lens reads with findings, scores, and the analyst memo
  • future-predictions — our forward price-band predictions
  • market-narrative / ai-findings / gpt-critique — narrative context, cross-model findings, and an adversarial critique of our own analysis (near the end of the document)
  • Members-only sections (render as login gates for anonymous readers): price-history, income-trend, key-metrics, financials (statement tables), insider-trading. The analysis above is public; the raw data tables require a free account.

More for machine readers: site briefing at /llms.txt · any ticker resolves at delvantic.com/stock/TICKER · raw inputs are public-company filings and market data (via licensed data feeds); every model, score, lens read, and prediction on this page is Delvantic's own analysis.

AAON, Inc.

AAON NASDAQ
Industrials · Building Products & Equipment
Tulsa, OK 74107, United States aaon.com Updated Sep 3, 2:09pm
Price
$77.58
Market Cap
$6.2B
Employees
5,897
Beta
1.44
Avg Volume
1,188,376
Last Dividend
$0.40
CEO
Dr. Matthew J. Tobolski Ph.D., SE

AAON, Inc. is a commercial and industrial HVAC manufacturer that designs, engineers, manufactures, markets, and sells air conditioning and heating equipment. Its product line includes rooftop units, air handling units, coils, geothermal heat units, packaged outdoor mechanical rooms, controls, and specialized cooling systems used in data centers and cleanroom environments. The company serves building owners and operators across sectors such as commercial real estate, healthcare, education, manufacturing, and mission-critical facilities. AAON operates through three main segments: AAON Oklahoma, AAON Coil Products, and BASX, which support its mix of standard, semi-custom, and custom HVAC solutions. Based in Tulsa, Oklahoma, AAON focuses on highly configurable equipment for indoor climate control, energy efficiency, and performance in demanding applications.

Runs with full report Generated: Sep 3, 2026 2:26pm
Price Overview
Price at report time
$77.94
as of Sep 3, 2:26pm (34d ago)
Change · Sep 3
+3.32 (+4.45%)
Day Range
$73.60 – $78.04
52-Week Range
$73.19 – $150.46
50-Day MA
$96.76
200-Day MA
$98.62
Volume
71,730.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 34d).
Share Structure
Outstanding 81,851,483.00
Float 68,753,142.00
Free Float 84.0%
High free float — 84.0% of shares trade freely, ~16% held by insiders/institutions
Very liquid — most shares trade freely. Low insider ownership can mean less management alignment, but makes large position sizing straightforward.
Price History (1 Year)
Last updated: Sep 3, 2026 2:41pm (34d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Sep 3, 2026 2:26pm (34d ago)
Revenue
The top line — total sales before any costs or taxes are subtracted. A measure of how much business the company is doing.
Net Income
The bottom line — profit left after subtracting all expenses, interest, and taxes from revenue. Reflects accounting profitability, but includes non-cash items like depreciation, so it isn't the same as cash earned.
Operating Cash Flow
The real cash generated by the day-to-day business — selling products, paying suppliers, collecting from customers. Calculated from net income by adding back non-cash items and adjusting for timing (unpaid bills, unsold inventory). When OCF consistently lags net income, the reported profit may not be converting to real money.
Period Revenue Net Income Net Margin YoY/QoQ
Key Metrics
TD Twelve Data statement HEX SEC filing
Industry comparison last run: Sep 3, 2026 2:23pm
P/E · trailing (TTM) (Price per dollar of earnings over the past year — not a run-rate or forward P/E)
HEX
Stock Price / EPS (Diluted)
60.14
Stock Price: $77.58
EPS (Diluted): 1.29
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
7.20
Stock Price: $77.58
Total Equity: $894.99M
Shares: 83,105,538
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
28.06
Market Cap: $6.15B
Total Debt: $0.00
Cash: $13,000
EBITDA: $225.44M
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$6.3B
Market Cap: $6.15B
Total Debt: $0.00
Cash: $13,000
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
26.7%
Gross Profit: $385.72M
Revenue: $1.44B
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
10.1%
Operating Income: $146.25M
Revenue: $1.44B
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
7.5%
Net Income: $107.59M
Revenue: $1.44B
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
12.0%
Net Income: $107.59M
Total Equity: $894.99M
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
13.7%
Operating Income: $146.25M
Tax Rate: 16.4%
Equity: $894.99M
Total Debt: $0.00
Cash: $13,000
Zero debt — invested capital = equity minus cash (very efficient)
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
2.63
Current Assets: $869.18M
Current Liabilities: $330.86M
Debt/Equity (Leverage — debt vs equity)
HEX
Total Debt / Total Equity
0.00
Short-Term Debt: $0.00
Long-Term Debt: $0.00
Total Debt: $0.00
Total Equity: $894.99M
Zero debt — this company carries no debt obligations. Strongest possible score.
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$17.35
Revenue: $1.44B
Shares: 83,105,538
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$10.77
Total Equity: $894.99M
Shares: 83,105,538
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$0.01
Operating CF: $534,000
CapEx: $0.00
Shares: 83,105,538
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
0.5%
Last Dividend: $0.40
Stock Price: $77.58
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
30.3%
Dividends Paid: -$32.60M
Net Income: $107.59M
Industry Benchmarks
Last run: Sep 3, 2026 2:23pm
Compares AAON against LLM-researched typical ranges for its industry. One research call per industry, cached indefinitely — every stock in the same industry reuses the same baseline.
Income Statement (Annual)
Last updated: Sep 3, 2026 2:26pm (34d ago)
Metric 2021 2022 2023 2024 2025
Revenue $534.5M $888.8M $1.2B $1.2B $1.4B
Cost of Revenue $396.7M $651.2M $769.5M $803.5M $1.1B
Gross Profit $137.8M $237.6M $399.0M $397.1M $385.7M
Operating Expenses $68.6M $110.8M $171.5M $188.0M $239.5M
Operating Income $69.3M $126.8M $227.5M $209.1M $146.2M
Net Income $58.8M $100.4M $177.6M $168.6M $107.6M
EBITDA $99.6M $161.9M $274.0M $271.9M $225.4M
EPS $0.71 $1.22 $2.19 $2.07 $1.32
EPS (Diluted) $0.70 $1.19 $2.13 $2.02 $1.29
Balance Sheet (Annual)
Last updated: Sep 3, 2026 2:09pm (34d ago)
Metric 2022 2023 2023 2024 2025
Cash & Equivalents $5.5M — $287,000 $14,000 $13,000
Total Current Assets $349.1M — $409.0M $488.2M $869.2M
Total Assets $813.9M — $941.4M $1.2B $1.7B
Current Liabilities $145.6M — $126.7M $174.9M $330.9M
Long-Term Debt — — — — —
Total Liabilities $253.2M — $206.2M $350.7M $791.5M
Total Equity $560.7M — $735.2M $824.6M $895.0M
Retained Earnings $461.8M $100,000 $612.8M $755.3M $830.3M
Cash Flow (Annual)
Last updated: Sep 3, 2026 2:41pm (34d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $61.2M $61.3M $158.9M $192.5M $534,000
Capital Expenditure -$55.4M -$54.0M — — —
Free Cash Flow $5.8M $7.3M — — —
Acquisitions (net) -$103.4M $-249,000 $0 $0 —
Net Debt Issued / (Repaid) — — — — —
Dividends Paid -$19.9M -$22.9M -$26.4M -$26.1M -$32.6M
Stock Buybacks — — — — —
Net Change in Cash — — — — —
Growth Trends (YoY %)
Last updated: Sep 3, 2026 2:26pm (34d ago)
Metric 2022 2023 2024 2025
Revenue Growth +66.3% +31.5% +2.7% +20.1%
Gross Profit Growth +72.4% +68.0% -0.5% -2.9%
Operating Income Growth +83.0% +79.5% -8.1% -30.1%
Net Income Growth +70.8% +77.0% -5.1% -36.2%
EBITDA Growth +62.5% +69.3% -0.8% -17.1%
Dividend History (Last 20)
Last updated: Sep 3, 2026 2:17pm (34d ago)
Date Dividend Declaration Record Payment
2026-09-04 $0.10 — — —
2026-06-05 $0.10 — — —
2026-03-18 $0.10 — — —
2025-11-26 $0.10 — — —
2025-09-05 $0.10 — — —
2025-06-06 $0.10 — — —
2025-03-18 $0.10 — — —
2024-11-29 $0.08 — — —
2024-09-06 $0.08 — — —
2024-06-07 $0.08 — — —
2024-03-15 $0.08 — — —
2023-11-28 $0.08 — — —
2023-09-07 $0.08 — — —
2023-06-08 $0.08 — — —
2023-03-10 $0.08 — — —
2022-11-25 $0.16 — — —
2022-06-02 $0.13 — — —
2021-11-24 $0.13 — — —
2021-06-02 $0.13 — — —
2020-11-25 $0.13 — — —
0Company Classification 1Industry Landscape 2Company Momentum 3Forward Projection 4aDCF Valuation 4bEarnings Power Value 4cAnchored PE 4dReverse DCF 4eRevenue-Based DCF 4fAnchored P/S 4gScenario Analysis 4hDividend Discount Model 4iBook Value Analysis 4jInsider Activity 4fCash Flow Quality 4gDebt Maturity Risk 4hMacro Environment 4iSector Intelligence 4jRevenue Confidence 4kSensitivity Analysis 4lSector Demand Cycle 5AI Investigation 5bThesis Evaluation 6Valuation Synthesis
computed not applicable not yet run 10 computed · 6 not applicable · 8 not yet run
Risk : Reward — upside vs downside from this company's own quarters
Not computed yet
Why there is no ratio: Risk:reward has not been computed for this name yet — its report predates the mechanical valuation chain. It is added, at $0, the next time a report or the nightly touches this ticker.
Narrative Economics
The story the market is telling about this stock — the intangible X-factor (founder mythology, cult dynamics, TAM-of-imagination) that moves price beyond what cash flows alone explain. After Shiller, Narrative Economics.
No narrative profile yet for AAON — it's generated by the pipeline (market-narrative step).
Growth Outlook
Analyzed 2026-09-03 15:00

The question every valuation on this page silently assumes: is this company likely to grow? Judged forward — the business, its category, the world — against what's already printed.

Accelerating Data-center cooling (BASX/PMOR) backlog conversion plus new Memphis/Longview capacity is driving growth that is both large and getting larger, while the legacy rooftop business stabilizes after the refrigerant-transition air pocket. conf 7/10
Share gain Category shrinking · Building Products & Equipment is in contraction (demand score -2, industry revenue CAGR 2.1%, category median recent growth 5.1%), yet AAON posted +20.1% recent YoY and +77.4% on the newest matched quarters — a +17.3pp gap to industry. The company is growing into a flat-to-shrinking category by attaching itself to a demand pool (AI datacenter cooling) that is not really part of the traditional category at all.
Next 2 quarters
Accelerating
Backlog is already contracted and capacity is already commissioned; the next two prints are largely a conversion exercise. Operating leverage is running ahead of revenue, so earnings should compound faster than the top line again.
↑ above expectations
Year 1
Growing
Full-year growth stays clearly positive on backlog plus new plant utilization, but the rate decelerates from the current matched-quarter pace as comps stiffen and the legacy rooftop half continues to face rate-suppressed commercial demand.
↑ above expectations
Years 2–3
Growing
Structural earnings power is genuinely higher than three years ago — the capacity is built, the datacenter channel is established, and share gain against a 2.8% industry is documented. But the growth rate almost certainly normalizes toward the high single digits/low teens as datacenter awards get lapped and the contracting legacy category reasserts its weight in the mix.
↓ below expectations
The creme: each rung's call measured against what's already printed (vs analyst estimates · vs guidance / FY consensus · vs price-implied growth) — expectations in print are already in the price, so only the variant margin can pay. Hover a rung's chip for the margin read.
Growth drivers
82 Data-center / mission-critical cooling backlog — The matched-quarter YoY through 2026-06-30 shows revenue +77.4% and operating income +114.6% — an order of magnitude above the 2.1% industry revenue CAGR. That gap cannot come from rooftop replacement; it is purpose-built packaged mechanical rooms and liquid-cooling-adjacent air handling for AI datacenter shells, sold on multi-quarter contracted backlog rather than spot demand. Backlog conversion is the most visible forward mechanism AAON has.
62 Operating leverage on new capacity — Operating income growing 114.6% against revenue 77.4% means incremental margin is running above corporate average — the capacity AAON pre-built (the reason multi-year FCF CAGR is -94%) is now absorbing fixed cost. Industry-wide margin expansion (+2.2pp operating over 3 years) confirms the pricing environment is not fighting them.
55 Demonstrated share gain — Recent YoY 20.1% vs industry 2.8% is a +17.3pp gap in a contracting sector. AAON is not riding a tide; it is taking volume in a fragmented, engineered-to-order niche where lead time and configurability, not price, decide the award.
41 Estimate under-modeling as a leading tell — Two consecutive large beats (+66% then +41% on EPS) after a -15% miss indicates the sell-side model has not yet re-based to the new mix. Analysts modelling a rooftop-unit company will keep under-shooting a company whose marginal dollar is mission-critical.
Growth risks
52 Legacy segment tied to a contracting category — Sector demand cycle is in contraction (score -2) with capex and revenue weakening; the AAON Oklahoma rooftop/replacement business sells into commercial real estate and institutional budgets that a 4.79% 10-year rate suppresses. Roughly the majority of historical revenue sits in this pool, so the mix story must keep outrunning a shrinking base.
52 Customer concentration and order lumpiness — Hyperscaler-driven mechanical-room orders arrive in a handful of very large awards. A single pushed program flips a +77% quarter to a flat one without any change in underlying demand — the same lumpiness that produced the -15% miss and the -36% recent earnings YoY in the multi-year record.
41 Comparison-base exhaustion — By late FY27 AAON laps these datacenter quarters. Sustaining even Growing then requires absolute order growth, not mix shift — the arithmetic that most often turns Accelerating into Holding.
28 Input cost and capital intensity — Copper/aluminum/steel and tariff exposure in a commodity-adjacent build, plus FCF CAGR of -94% from the capacity program. Growth here is being bought with capital; if utilization on new plants lags the order book, incremental margin reverses fast.
The world is bifurcating construction capex. Rate-sensitive commercial real estate, education and general non-residential building are being squeezed by a 4.79% 10-year and macro headwinds — that is the contraction the sector reads. Simultaneously, datacenter shell construction is the single largest privately funded capex program running, and cooling is the binding physical constraint on rack density. AAON sits on both sides: its legacy rooftop line is exposed to the weak half, its BASX/packaged-mechanical-room line to the strong half. The refrigerant transition (R-454B) that disrupted 2025 ordering is a one-time regulatory reset that also raises replacement-unit content value going forward. Industry-wide margin expansion of +2.2pp operating suggests HVAC OEMs currently hold pricing power, which is unusual for a commodity-adjacent build and unlikely to persist indefinitely once capacity across the industry catches up.
Growth position composite +34
ShrinkingStallingHoldingGrowingAccelerating
90Next 2 quarters · Accelerating
70Year 1 · Growing
70Years 2–3 · Growing
+34Composite (−100…+100)
A research prediction, not advice. Forward-graded: each rung is scored against the prints that follow it. Not an input to the GEM designation — track record first.
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-09-03 14:40:24
Verdict Fairly valued around $77 with wide fat tails — bull case $95+ on margin normalization, bear case $50 on permanent mix compression; accumulate under $65, trim over $90.

The raw quarterly tape tells a more interesting story than the annual aggregates suggest. Revenue has ripped from $297.7M in Q4'24 to $627.0M in Q2'26 — that's a 110% two-year sequential acceleration, and the last three quarters ($384M → $497M → $627M) are unambiguously inflecting upward, almost certainly reflecting the BASX data center cooling ramp and the CAPS acquisition contribution. But net income tells the opposite story: Q3'24 delivered $52.6M on $327M of revenue (16.1% margin), while Q2'26 delivered only $56.7M on nearly 2x the revenue (9.0%). So the business is roughly doubling top-line while absolute earnings are flat. That's the whole debate in one comparison. Gross margin has collapsed from ~34% in 2023-2024 to ~27% in 2025, and operating margin from 19.4% to 10.1% — this isn't a rounding issue, it's structural mix shift toward lower-margin data center work plus the dilutive CAPS integration.

The synthesis verdict of $49-52 fair value versus $77.58 spot feels directionally right but the composite is probably too punitive on the earnings CAGR of -22%, which is anchored to a peak 2023-2024 margin structure that may never return. Reverse-engineering: at $6.15B market cap and a run-rate ~$2.2B revenue (annualizing recent quarters), that's 2.8x sales — reasonable for a growing industrial with pricing power, expensive for a margin-compressed integrator. On earnings, if you annualize the last four quarters ($159M NI), you get a trailing P/E around 39x, not the stated 60x — the canonical metric is stale to 2025 annual. That materially changes the picture: this isn't a 60x stock, it's closer to 39x forward on a business growing 20%+ with recovering margins. Still not cheap, but the "priced for perfection" framing overstates it.

Where I break with the prior models: the "Market Headwinds / Below Sector Benchmarks / Unusual Insider Selling" trio is being read too bearishly. The insider activity is a mix of option exercises with same-day sales (tax-motivated, mechanical) and gifts (estate planning, not directional) — 189K shares of gifts on 5/29 is not a bearish signal, it's charitable/family transfer. Only ~50K shares of genuine open-market discretionary selling in the log. Second, revenue confidence is called "high, accelerating" and I agree — the sequential trajectory is real, not noise. Third, the balance sheet is pristine: zero debt, $895M equity, 2.6x current ratio. A debt-free industrial mid-cap growing 20% with a temporarily depressed margin structure and a genuine secular tailwind is not a short. The zero-OCF and $13K cash on the 2025 annual is almost certainly a data anomaly (impossible for a profitable business) and I'd discount any analysis leaning on those.

Contrarian read: if margins normalize even halfway back — say from 10% operating to 14% by 2027 — on a $2.6-2.8B revenue base (very achievable given order backlog commentary in this space), you get $360-390M operating income, ~$280M net, roughly $3.50 EPS. At 25x that's $87, at 30x it's $105. That's the bull path and it's not fantasy. The bear path is that data center cooling is competitive (Vertiv, Trane, Johnson Controls all pushing hard), 27% gross margin becomes the new normal, and multiple compresses to 22x on $2.20 normalized EPS — that's $48, which is essentially where the DCF composite lands. So the fair value range is genuinely $50-95 depending on margin recovery, and $77.58 sits squarely in the middle. I partially dissent from the synthesis: it's not overvalued at 33% premium — it's fairly valued with fat tails, and the market is correctly pricing uncertainty about margin normalization. The 50% drawdown from the 52-week high already did the de-rating work. I wouldn't chase it here but I wouldn't call it a short either. Wait for either a Q3'26 print showing margin recovery (gross >30%) or a dip toward $60 which offers real asymmetry.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-09-03 14:40:42
Verdict Overvalued at $77.58 — the rebound is real, but the stock still prices in a full margin recovery and sustained hyper-growth; fair value is closer to $55-$60 until cash conversion and double-digit net margins are proven.

What jumps out is not a stable “mature earner,” but a business that just went through a sharp profitability reset and is now trying to grow its way back into an expensive valuation. The annual numbers are stark: revenue rose from $1.20B in 2024 to $1.44B in 2025, up 20%, yet operating income fell from $209.1M to $146.2M and net income dropped from $168.6M to $107.6M. Gross profit actually declined from $397.1M to $385.7M despite the higher sales base, which means the gross margin collapsed from roughly 33.2% to 26.8%. That is not noise. It says 2025 growth came at much lower incremental profitability. The quarterly path does show improvement: net margin troughed at 5.0% in 2025-06, then recovered to 8.0%, 7.6%, 8.0%, 8.0%, and 9.0% by 2026-06, while revenue accelerated to $627.0M in the latest quarter from $311.6M a year earlier. But even if I annualize the last two quarters to be generous, the business is only now climbing back toward earnings power the market seems to have been pricing in all along.

The valuation still looks too rich for that setup. At $6.15B market cap on 2025 net income of $107.6M, the trailing P/E of about 60x is not a rounding error; it requires either a step-change in margins or a prolonged period of very high growth. Price-to-sales of 4.5x and EV/EBITDA of 28x are premium software-like multiples being applied to a capital-intensive HVAC manufacturer that posted 2025 operating margin of 10.1% and ROE of 12.0%. Yes, the latest quarter was better: $56.7M of net income on $627.0M revenue implies the run-rate is improving materially. But even if AAON were to earn, say, $180M-$200M annually from here, the stock would still trade around 31x-34x earnings. That may be defensible for a clean, debt-free industrial with a unique niche and secular tailwinds, but it leaves very little room for any stumble after a year that already proved margins are not invulnerable.

The balance sheet is simultaneously a strength and a yellow flag. No debt removes financial risk and gives management room to keep investing, but cash of just $13K alongside only $534K of operating cash flow in 2025 is bizarre relative to $107.6M of net income. I agree this likely reflects reporting or working-capital distortions rather than genuine cash starvation, because those figures are too inconsistent with the income statement to take literally. Still, that inconsistency matters: when a stock carries a premium multiple, I need clean evidence of cash conversion, not just an assumption that the cash flow statement is temporarily messy. The recent insider tape does not help. Some transactions are option exercises and gifts, but there are also outright sales including 19,000 shares and other sale-linked exercises clustered in May and June 2026. That is not a thesis-killer by itself, but it is not the pattern I want to see when the bull case depends on a major earnings ramp.

The best argument against my skepticism is the one the market is clearly making: the 2025 margin collapse may have been transitory while demand is proving structurally stronger than the annual figures capture. On that view, the quarterly sequence is the real story. Revenue has gone from $297.7M in 2024-12 to $322.1M, $311.6M, $384.2M, $424.2M, $496.9M, and now $627.0M, with earnings following from $24.7M to $29.3M, $15.5M, $30.8M, $32.0M, $39.8M, and $56.7M. If that inflection is being driven by higher-value cooling applications rather than one-off catch-up shipments, then trailing annual metrics badly understate the earnings power. A debt-free manufacturer with this kind of top-line acceleration could plausibly deserve a premium to traditional HVAC peers, especially if 2024’s 14%-18% operating margin era is recoverable. I weigh that argument less heavily because the evidence for a durable margin rebound is incomplete: the latest 9% net margin is better than the 5%-8% range of the prior year, but still far below the 16.1% posted in 2024-09 and below what a 60x multiple implies.

What would change my mind is straightforward. If the next two quarters sustain revenue above $550M while net margin moves decisively into the 11%-13% range, then AAON would be demonstrating that 2025 was a temporary digestion period and that current revenue is not low-quality volume. I would also want annual operating cash flow to normalize well above net income noise—something on the order of $150M+ rather than near-zero—so the premium rests on real cash earnings. Conversely, if revenue remains strong but margins stall around 8%-9%, or if cash conversion remains weak, then the stock is still over-earning on narrative and deserves to de-rate toward a high-20s to low-30s earnings multiple, which points materially below today’s price.

Grok Reading
Independent reading · grok-4.5 · generated 2026-09-03 14:41:29
Verdict Overvalued at $77.58 — fair value nearer $55–62 until margins and FCF reconvert; 60x trailing / ~32–39x run-rate still too rich for 8–9% net margins

The numbers that matter most are the ones the valuation models are still lagging. AAON’s trailing annual picture looks like a classic margin-collapse industrial: revenue climbed from $1.17B in 2023 to $1.44B in 2025 while net income fell from $177.6M to $107.6M, operating margin compressed from roughly 19% to 10%, and gross margin slid from the mid-30s into the high-20s. That is real deterioration, not noise. Yet the quarterly sequence tells a different story. Revenue has re-accelerated hard—$311.6M, $384.2M, $424.2M, $496.9M, then $627.0M—so the first half of 2026 alone already delivered $1.12B, a run-rate that implies something closer to $2.2–2.5B if momentum holds. Net income followed, from a $15.5M trough in mid-2025 to $39.8M and then $56.7M. On a last-four-quarters basis the company is already earning roughly $159M, which puts the $6.15B market cap nearer 39x than the stated 60x annual multiple. The cash-flow line (operating CF of $534K, cash of $13K) is either a reporting artifact or a working-capital disaster; given zero debt and a clean equity base of $895M I treat it as incomplete data rather than the sole truth, but it still prevents any clean free-cash-flow underwriting.

What stands out is therefore a genuine top-line inflection colliding with still-subdued profitability and a valuation that never fully reset. At $77.58 the stock trades at 4.5x sales and 28x EV/EBITDA while ROIC sits at only 13.7% and net margin at 7–9%. That is not a mature-earner multiple; it is a growth multiple being paid while earnings power has not yet reclaimed the 2023 peak on a full-year basis. Insider activity reinforces caution—multiple open-market sales and large gifts in May–June 2026 with no offsetting buys. The data-center cooling narrative explains why the market was willing to stretch, and the 50% drawdown from the prior high shows that stretch has already been partially unwound, but $77 still embeds a recovery to mid-teens operating margins and sustained double-digit growth that the income statement has not delivered for two full years.

The strongest opposing case is straightforward and quantitative. If the $627M quarter is not a one-off and net margins stabilize even at 9%, annualized earnings approach $200M+ and the forward multiple compresses into the low-30s while revenue CAGR remains double-digit; add any mix shift back toward the 16% net margins seen as recently as Q3 2024 and earnings power clears $250–300M, making today’s price look closer to fair on a two-year view. Debt-free balance sheet, high current ratio, and accelerating quarterly revenue (20%+ recent y/y) give management room to invest through the cycle, and the secular AI/data-center cooling bid is real share-gain territory rather than pure multiple expansion. A bull can fairly argue the composite fair-value print near $52 anchors too heavily to the depressed 2025 year and under-weights the run-rate already visible in 2026.

I still weigh the compression as more permanent than temporary until proven otherwise: gross profit dollars were essentially flat from 2023 to 2025 despite a $270M revenue increase, which is structural cost or mix damage, not a one-quarter blip. Combined with unanimous insider selling and an industrial that still cannot print clean FCF in the dataset, the burden of proof sits with the bulls. I would flip to neutral or constructive on two consecutive quarters of net margins at or above 12% with operating cash flow converting at least 80% of net income, or on a full-year 2026 print that clears $2.0B revenue and $180M+ net income while capex and working-capital claims normalize. Absent that evidence the stock remains a show-me name priced for a recovery it has only begun to sketch.

Big-3 Panel — where each AI stands
Each AI above independently stated a direction (undervalued, fairly valued, or overvalued) and how strongly it believes it (conviction, 0–5). We combine those into a Bull-Bear Index on a 0–10 scale: 5 is neutral, 10 is maximum bullish (undervalued at full conviction), 0 is maximum bearish. We compute the score ourselves with the same arithmetic for every seat — the models never grade their own bullishness — so the three are directly comparable. Δ shows how far each seat sits from the panel average of 2.7; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 5.0
fairly valued · conviction 3/5 · Δ +2.3 vs panel · self: 5.0
GPT gpt-5.4 1.0
overvalued · conviction 4/5 · Δ -1.7 vs panel · self: 3.0
Grok grok-4.5 2.0
overvalued · conviction 3/5 · Δ -0.7 vs panel · self: 3.0
Advanced Analysis Forensic deep-dive · separate lenses
Separate reads — Company Quality (is it a great business?), Valuation (is it mispriced?), and General Sentiment (how macro + narrative are pushing it), kept deliberately apart · 2026-09-03 15:03:15
Delvantic - Cairn AI
Overvalued - wait for a dip or proof 7/10
Decent industrial franchise but the 2025 margin and cash-flow break makes $78 too rich to chase - I want AAON in the mid-$50s or with proof of margin repair.
The cruxWhether the 2025 gross margin collapse from 33% to 27% and near-zero FCF is a one-year working-capital and mix hiccup or a structural reset of the compounder story.
Forensic checks Derived mechanically from AAON's filed financials — not from the AI lenses
Liquidity & RunwaySelf-Funding
DilutionStable Share Count
Earnings QualityAdequate / Mixed
The four lensesswitch a tab for its full read — score + evidence
Company Quality
-23
Mixed
edge √Σ 96 · risk √Σ 119 · conf 6/10

AAON scaled revenue from $534M in 2021 to $1.44B in 2025, with gross margin peaking at 34.1% in 2023 and operating margin at 19.5%. That trajectory looked elite through 2023-2024. In 2025, however, revenue growth of ~20% coincided with gross margin compressing to 26.7% and operating margin collapsing to 10.1%, while net income fell from $168.6M to $107.6M. Most striking, free cash flow cratered from $192.5M in 2024 to just $534K in 2025 despite higher revenue - a working-capital or inventory build likely absorbed the cash, and OCF/NI of 0.74x plus accruals at 1.5% of assets confirm earnings ran ahead of cash. Balance sheet remains conservative: Altman Z of 6.88 is squarely safe, and the company is self-funding without material debt reliance implied. Share count actually shrank slightly (-0.4% CAGR) with SBC at only 1.3% of revenue - genuine per-share discipline, unusual and creditable. However, the Beneish M-score of -1.47 (flagged) plus the margin/FCF divergence in 2025 warrants scrutiny of revenue recognition, inventory, and receivables. Insider tape is one-sided: zero buys, $10.8M of sales across multiple officers in a compressed window, including large gifts by the founder. Not proof of anything, but not the pattern of insiders who see the 2025 setback as transient.

Strengths 3
m60
Share-count discipline
Diluted shares fell from 84.5M (2021) to 83.1M (2025), a -0.4% CAGR, with SBC only 1.3% of revenue. Per-share value is protected.
m55
Balance-sheet safety
Altman Z of 6.88 sits deep in the safe zone; company self-funds operations from FCF and shows no distress signals.
m50
Multi-year revenue scaling
Revenue grew from $534M to $1.44B (2021-2025), a ~28% CAGR, indicating real end-market demand and execution capacity.
Concerns 4
m70
2025 margin collapse
Gross margin dropped from 33.1% to 26.7% and operating margin from 17.4% to 10.1% year-over-year while revenue grew ~20% - either cost inflation, mix shift, or pricing pressure is biting hard.
m75
FCF disappeared in 2025
FCF fell from $192.5M (2024) to $534K (2025) against $107.6M net income. OCF/NI of 0.74x and 1.5% accruals suggest working capital absorbed cash; earnings quality deteriorated sharply this year.
m45
Beneish M-score flag
M-score of -1.47 exceeds the -1.78 threshold, flagging statistically elevated manipulation indicators. Not proof, but combined with the FCF/NI divergence it deserves investigation.
m40
One-sided insider selling
8 sales totaling $10.8M and zero open-market buys over 12 months across CEO/officers, plus large founder gifts - insiders are not signaling confidence in a near-term recovery.
This was tracking as a high-quality industrial compounder through 2024 - clean share count, real margin expansion, growing FCF. The 2025 print changes the story: margins gave back three years of gains in a single year and cash flow essentially vanished despite record revenue. That combination (higher revenue, lower margins, disappearing cash, flagged M-score, insiders selling into it) is exactly the pattern where earnings quality quietly erodes before the market notices. I am not calling manipulation, but I am not extending the benefit of the doubt either. Fundamentally sound business, currently in a materially weaker state than the trailing narrative suggests.
Verify before trusting this (5)
  • 10-K breakdown of 2025 COGS and inventory - was the margin hit driven by input costs, mix (BASX/data-center), or pricing?
  • Working-capital detail (receivables days, inventory days) to explain the $192M-to-$534K FCF drop
  • Backlog disclosure and customer concentration, particularly data-center exposure
  • Whether any revenue was pulled forward or recognized on percentage-of-completion terms that inflate accruals
  • 10b5-1 plan status behind the concentrated May 2026 insider sales
Valuation / Mispricing
-74
Overvalued
edge √Σ 32 · risk √Σ 126 · conf 7/10
Price $78.14 vs deserved ~$52-55 - roughly 30-40% overvalued, no margin of safety. attractive below $55.00

Composite FV sits at $49.31 and signal-adjusted FV at $52.31 versus a $78.14 price - roughly 33% downside on the blended read. The EPV floor of $15.36 looks like a runaway low-end method and should be discounted, but the anchored-PE of $83.25 only holds if you extrapolate the pre-2025 margin trajectory, which just broke. Splitting the difference around the mid-$50s as deserved value still leaves the stock ~40% rich.

Cheap signals 2
m20
EPV floor is a runaway low
The $15.36 EPV number is <20% of price and should be treated as a broken method, not evidence of extreme overvaluation - it drags the composite artificially low.
m25
Balance sheet and share discipline
Clean balance sheet and no dilution mean deserved value is not being eroded by capital structure - supports the higher end of the FV range but does not bridge to $78.
Rich / priced-in 4
m78
33% downside to composite FV
Signal-adjusted FV $52.31 vs $78.14 price implies ~33% overvaluation on the blended method - a wide, not marginal, gap.
m65
Anchored-PE assumes pre-2025 trajectory
The one method supporting today's price ($83.25 anchored-PE) leans on trailing multiples earned in the 2023-2024 margin peak, which just reversed. Reset that anchor and the number drops materially.
m60
Fundamentals rolling as price holds
2025 shows margins giving back three years of gains and FCF near zero on record revenue - the exact pattern that lowers deserved value, yet the multiple has not compressed.
m45
Priced-for-perfection narrative
AI/data-center cooling optionality is embedded in the multiple; any slippage in that thesis leaves no cushion.
I do not need to re-litigate whether AAON is a decent business - it is fine. The question is the price, and at $78 I am being asked to pay for a compounder that just posted a compounder-breaking quarter. Composite FV in the low $50s, signal-adjusted in the low-$50s, and the only method above spot leans on margins that just rolled. I would want this closer to $55 before it earns a look, and I would want to see 2025 cash flow stabilize first. Today it is Overvalued, not catastrophically so, but with negative margin of safety.
Verify before trusting this (4)
  • Is the 2025 margin compression cost-driven (raw materials, mix) or structural (pricing power loss)?
  • Data-center/backlog disclosures in the next 10-Q - order growth vs conversion to cash
  • Management commentary on FCF recovery timing and working-capital normalization
  • Whether insider selling continues after the print
General Sentiment
+25
Tailwind
tail √Σ 88 · head √Σ 62 · conf 6/10

The tape is mildly constructive (regime +19, VIX 15) and AAON is a high-beta (1.44) industrial that benefits when risk appetite holds, but the real force here is narrative-specific: AAON has been pulled into the AI/data-center cooling story, and the May Q1 print (sales +54% YoY, EPS beat 53%, guide raise) hard-validated that framing. That is the dominant non-fundamental pressure right now - a credible story with recent proof, which is why momentum has re-accelerated (20% recent vs 11% long-term). Against that, the archetype is only 'steady-compounder' with moderate intensity and low cult - this is not a mania name, so the tailwind is real but not violent. Headwinds are the macro backdrop (10y 4.79%, market PE 25.8) which weighs on a name already carrying a ~49% premium to DCF; any risk-off flare-up hits a 1.44-beta industrial harder than the tape average. Analyst tone is not flagged as diverging, and news flow is quiet/positive. Net: moderate tailwind, driven by the data-center cooling narrative riding on top of a recently confirmed earnings beat, partially offset by rate/valuation macro pressure on a premium-multiple, high-beta name.

Tailwinds 3
m62
Data-center cooling narrative attaches to AAON
AAON is now a recognized secondary play on AI infrastructure cooling demand - that is a live, well-funded market story that pulls flows into the name independent of fundamentals.
m55
Q1 print validated the story
The May blowout (sales +54%, EPS beat 53%, guide raise) is fresh proof that keeps the narrative durable and gives momentum funds a reason to stay long.
m30
Constructive tape, low VIX
Regime is mildly risk-on with VIX at 15; a 1.44-beta cyclical industrial benefits from calm conditions even if the effect is modest.
Headwinds 3
m45
Rates and market multiple pressure premium names
10y at 4.79% and market PE 25.8 create a persistent de-rating undertow for a stock already trading well above intrinsic anchors - any yield spike hits AAON's multiple first.
m35
High beta amplifies any risk-off flare
Beta 1.44 means a modest tape wobble becomes an outsized drawdown here; the tailwind is conditional on the regime staying calm.
m25
Narrative is only moderate intensity, low cult
This is not a mania name - there is no fanatical bid to defend it if the data-center capex story cools, so the tailwind can fade faster than in true cult stocks.
Net tailwind, but a measured one. The AI/data-center cooling narrative is doing real work here and the May print gave it fresh legs, so flows and momentum favor the name. The offset is macro: high beta plus a stretched market multiple plus a 49% premium to DCF means any risk-off day marks this down faster than the tape. I lean tailwind because the story is currently winning, but this is a name where the pressure could flip quickly if either capex commentary softens or yields break higher.
Verify before trusting this (4)
  • Any softening in hyperscaler capex commentary that would crack the data-center cooling narrative
  • Next quarter's data-center segment order/backlog cadence - the story needs continued proof
  • 10y yield breakout above 5% which would pressure premium-multiple industrials
  • Analyst target revisions after the Q1 beat - are they still catching up or already ahead
The market-wide tape + this name's exposure to it (beta / sector / narrative durability). Context on the non-fundamental pressure — not a call on the business or the price. processId: detail-general-sentiment
Growth Outlook
+34
Accelerating
edge √Σ 124 · risk √Σ 89 · conf 7/10

The world is bifurcating construction capex. Rate-sensitive commercial real estate, education and general non-residential building are being squeezed by a 4.79% 10-year and macro headwinds — that is the contraction the sector reads. Simultaneously, datacenter shell construction is the single largest privately funded capex program running, and cooling is the binding physical constraint on rack density. AAON sits on both sides: its legacy rooftop line is exposed to the weak half, its BASX/packaged-mechanical-room line to the strong half. The refrigerant transition (R-454B) that disrupted 2025 ordering is a one-time regulatory reset that also raises replacement-unit content value going forward. Industry-wide margin expansion of +2.2pp operating suggests HVAC OEMs currently hold pricing power, which is unusual for a commodity-adjacent build and unlikely to persist indefinitely once capacity across the industry catches up.

Growth drivers 4
m82
Data-center / mission-critical cooling backlog
The matched-quarter YoY through 2026-06-30 shows revenue +77.4% and operating income +114.6% — an order of magnitude above the 2.1% industry revenue CAGR. That gap cannot come from rooftop replacement; it is purpose-built packaged mechanical rooms and liquid-cooling-adjacent air handling for AI datacenter shells, sold on multi-quarter contracted backlog rather than spot demand. Backlog conversion is the most visible forward mechanism AAON has.
m62
Operating leverage on new capacity
Operating income growing 114.6% against revenue 77.4% means incremental margin is running above corporate average — the capacity AAON pre-built (the reason multi-year FCF CAGR is -94%) is now absorbing fixed cost. Industry-wide margin expansion (+2.2pp operating over 3 years) confirms the pricing environment is not fighting them.
m55
Demonstrated share gain
Recent YoY 20.1% vs industry 2.8% is a +17.3pp gap in a contracting sector. AAON is not riding a tide; it is taking volume in a fragmented, engineered-to-order niche where lead time and configurability, not price, decide the award.
m41
Estimate under-modeling as a leading tell
Two consecutive large beats (+66% then +41% on EPS) after a -15% miss indicates the sell-side model has not yet re-based to the new mix. Analysts modelling a rooftop-unit company will keep under-shooting a company whose marginal dollar is mission-critical.
Growth risks 4
m52
Legacy segment tied to a contracting category
Sector demand cycle is in contraction (score -2) with capex and revenue weakening; the AAON Oklahoma rooftop/replacement business sells into commercial real estate and institutional budgets that a 4.79% 10-year rate suppresses. Roughly the majority of historical revenue sits in this pool, so the mix story must keep outrunning a shrinking base.
m52
Customer concentration and order lumpiness
Hyperscaler-driven mechanical-room orders arrive in a handful of very large awards. A single pushed program flips a +77% quarter to a flat one without any change in underlying demand — the same lumpiness that produced the -15% miss and the -36% recent earnings YoY in the multi-year record.
m41
Comparison-base exhaustion
By late FY27 AAON laps these datacenter quarters. Sustaining even Growing then requires absolute order growth, not mix shift — the arithmetic that most often turns Accelerating into Holding.
m28
Input cost and capital intensity
Copper/aluminum/steel and tariff exposure in a commodity-adjacent build, plus FCF CAGR of -94% from the capacity program. Growth here is being bought with capital; if utilization on new plants lags the order book, incremental margin reverses fast.
vs expectations: ~6m above · 1y above · 2-3y below
The forward growth verdict — is the business itself likely to grow (next 2 quarters / year 1 / years 2–3), judged against its category and against printed expectations. The full horizon ladder + creme renders on the Growth Outlook card above. Not a call on the price (Valuation owns that) or the tape (Sentiment owns that).
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Lenses kept deliberately separate — Company Quality (price-agnostic), Valuation (price-conditional), General Sentiment (non-fundamental macro/narrative pressure), and Growth Outlook (the forward growth verdict). The scores are not blended. Filing-level items (convertibles, lock-ups, customer concentration) are v2 — see each lens's "verify."
Price Prediction
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Prediction unavailable. valuation-synthesis has no result for AAON — the prediction needs its fair-value anchors.

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My Notes personal — only you see this
v1.1.760 · f4b58a28 · 2026-10-07 20:07:48