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AGING Analysis Report
Jul 30, 2026
24 days ago · 100% complete
NOT DEPENDABLE This report predates a filing — its financial basis has been replaced.
Report generated: Jul 30, 2026 · Filing on record since: Aug 19, 2026 · 19 days after
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for Varonis Systems, Inc. (VRNS) — 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 2026-08-23): Designation Low · Gem Score -22 (−100…+100 Quality+Value blend) · Quality 10 · Value -54 · Sentiment -45 (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-analysisthe 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.

Varonis Systems, Inc.

VRNS NASDAQ
Technology · Software - Infrastructure
Miami, FL 33131, United States varonis.com Updated Jul 30, 6:18pm
Price
$39.94
Market Cap
$4.7B
Employees
2,658
Beta
0.83
Avg Volume
2,397,160
CEO
Mr. Yakov Faitelson

Varonis Systems, Inc. is a cybersecurity software company specializing in data and AI security for enterprise environments worldwide. Headquartered in Miami, Florida and founded in 2005, Varonis focuses on protecting sensitive business information such as files, emails, financial records, and intellectual property across cloud, SaaS, IaaS, and hybrid infrastructures. Its core offering is the Varonis Data Security Platform, a cloud-native solution that continuously discovers and classifies critical data, maps permissions, monitors activity, and automates remediation to reduce exposure and detect advanced threats. Complementary products and services include Varonis Atlas for governing AI tools and agents, managed data detection and response, and professional services to support governance, compliance, and threat analytics. Varonis serves primarily mid-market and large enterprises in regulated and data-intensive sectors including financial services, healthcare, government, technology, energy, and retail, operating on a subscription-led SaaS model. In the cybersecurity market, Varonis occupies the data security layer, providing organizations with specialized capabilities for data security posture management, access governance, insider risk management, and AI-aware protection rather than broader network or endpoint defense.

Runs with full report Generated: Jul 30, 2026 6:21pm
Price Overview
Price at report time
$39.94
as of Jul 30, 6:18pm (24d ago)
Change · Jul 30
-0.71 (-1.75%)
Day Range
$39.54 – $41.32
52-Week Range
$19.70 – $63.90
50-Day MA
$38.70
200-Day MA
$33.11
Volume
4,004,762.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 24d).
Share Structure
Outstanding 114,814,150.00
Float 111,310,022.00
Free Float 96.9%
High free float — 96.9% of shares trade freely, ~3.1% 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: Jul 30, 2026 6:27pm (24d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Jul 30, 2026 6:27pm (24d 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: Jul 30, 2026 6:21pm
P/E Ratio (Price per dollar of earnings)
HEX
Stock Price / EPS (Diluted)
-35.35
Stock Price: $39.94
EPS (Diluted): -1.13
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
7.63
Stock Price: $39.94
Total Equity: $598.66M
Shares: 114,413,076
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
-33.44
Market Cap: $4.69B
Total Debt: $0.00
Cash: $202.48M
EBITDA: -$134.21M
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$4.5B
Market Cap: $4.69B
Total Debt: $0.00
Cash: $202.48M
P/S Ratio (Price per dollar of revenue)
HEX
Stock Price / Revenue Per Share
7.33
Stock Price: $39.94
Revenue: $623.53M
Shares: 114,413,076
EV/Sales (Total value vs revenue — works when P/E can't)
CALC
7.20
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
78.8%
Gross Profit: $491.56M
Revenue: $623.53M
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
-23.5%
Operating Income: -$146.51M
Revenue: $623.53M
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
-20.7%
Net Income: -$129.32M
Revenue: $623.53M
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
-21.6%
Net Income: -$129.32M
Total Equity: $598.66M
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
-41.1%
Operating Income: -$146.51M
Tax Rate: -11.2%
Equity: $598.66M
Total Debt: $0.00
Cash: $202.48M
Zero debt — invested capital = equity minus cash (very efficient)
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
1.97
Current Assets: $1.30B
Current Liabilities: $658.96M
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: $598.66M
Zero debt — this company carries no debt obligations. Strongest possible score.
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$5.45
Revenue: $623.53M
Shares: 114,413,076
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$5.23
Total Equity: $598.66M
Shares: 114,413,076
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$1.18
Operating CF: $147.43M
CapEx: -$12.63M
Shares: 114,413,076
CapEx is negative (outflow) — added to OCF to get FCF
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
Last Dividend: $0.00
Stock Price: $39.94
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
Dividends Paid: N/A
Net Income: -$129.32M
Dividends paid not available in cash flow statement
Industry Benchmarks
Last run: Jul 30, 2026 6:21pm
Compares VRNS 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: Jul 30, 2026 6:27pm (24d ago)
Metric 2021 2022 2023 2024 2025
Revenue $390.1M $473.6M $499.2M $551.0M $623.5M
Cost of Revenue $59.4M $69.8M $71.8M $93.8M $132.0M
Gross Profit $330.7M $403.8M $427.4M $457.1M $491.6M
Operating Expenses $429.4M $525.0M $544.6M $574.8M $638.1M
Operating Income -$98.7M -$121.2M -$117.2M -$117.7M -$146.5M
Net Income -$116.9M -$124.5M -$100.9M -$95.8M -$129.3M
EBITDA -$87.8M -$109.1M -$105.5M -$106.5M -$134.2M
EPS $-1.11 $-1.14 $-0.92 $-0.86 $-1.13
EPS (Diluted) $-1.11 $-1.14 $-0.92 $-0.86 $-1.13
Balance Sheet (Annual)
Last updated: Jul 30, 2026 6:18pm (24d ago)
Metric 2021 2022 2023 2024 2025
Cash & Equivalents $805.8M $367.8M $230.7M $185.6M $202.5M
Total Current Assets $959.2M $905.7M $767.2M $878.1M $1.3B
Total Assets $1.1B $1.0B $1.1B $1.7B $1.8B
Current Liabilities $211.8M $228.7M $306.8M $709.9M $659.0M
Long-Term Debt
Total Liabilities $511.9M $541.6M $614.3M $1.2B $1.2B
Total Equity $596.6M $502.1M $489.6M $455.7M $598.7M
Retained Earnings -$427.6M -$543.5M -$644.4M -$740.2M -$869.5M
Cash Flow (Annual)
Last updated: Jul 30, 2026 6:27pm (24d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $7.2M $11.9M $59.4M $115.2M $147.4M
Capital Expenditure -$10.5M -$11.4M -$5.1M -$6.7M -$12.6M
Free Cash Flow -$3.3M $475,000 $54.3M $108.5M $134.8M
Acquisitions (net) $0 $0
Net Debt Issued / (Repaid)
Dividends Paid
Stock Buybacks $0 -$56.4M -$43.5M $0 -$115.0M
Net Change in Cash $571.7M -$438.0M -$137.1M -$45.2M $16.9M
Growth Trends (YoY %)
Last updated: Jul 30, 2026 6:27pm (24d ago)
Metric 2022 2023 2024 2025
Revenue Growth +21.4% +5.4% +10.4% +13.2%
Gross Profit Growth +22.1% +5.8% +6.9% +7.5%
Operating Income Growth -22.8% +3.3% -0.4% -24.5%
Net Income Growth -6.6% +19.0% +5.1% -35.0%
EBITDA Growth -24.2% +3.2% -1.0% -26.0%
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 17 computed · 7 not applicable
Risk : Reward — if the last quarter repeats
Live · as of 2026-08-19 11:15
-0.4 : 1 recovery upside vs repeat-quarter downside
Even the bull case prices 40% below today — the ratio here measures the model-vs-market gap, not payoff odds. Another quarter like the worst recent one costs 100%. Caveat: the company is pre-profit — scenario margins are a glide-path assumption, not a track record.
CaseGrowthMarginFair valuevs price ($39.94)
Bull — recovery +33% 17.3% $24.04 -40%
Base — stabilizes +22% 15.0% $14.61 -63%
Bear — keeps slipping +11% 12.8% $8.29 -79%
Stress — last quarter repeats +27% -20.6% $0.00 -100%
The next quarters keep the trajectory of the worst recent matched quarter (ending 2026-03-31) — growth stays at 26.9% and margins bend by the same profit-vs-revenue ratio (×1.00). Stress is a trajectory, not a prediction — it answers "what if the ship's current heading simply continues," which history says is the case to respect.
Why this is appearing: this company files quarterly, so its recent trajectory could be measured rather than assumed — the engine matched Jun 2026, Mar 2026 against the same quarters one year earlier and found revenue +22.4% year-over-year. That measured heading is what the stress case extends forward. Of those, the stress case extends the worst matched quarter — the one ending Mar 31, 2026 (revenue +26.9% YoY) — not the average. Data measured through Jun 30, 2026 — this card recalculates automatically when the next quarterly filing is ingested. Companies without quarterly filings (many foreign listings) never show this card: with no measured trajectory, there is nothing honest to repeat.
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 VRNS — it's generated by the pipeline (market-narrative step).
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-07-30 18:25:36
Verdict Modestly undervalued on cash economics — fair value $48-52 vs. $39.94 spot; SBC dilution and Microsoft bundling cap the upside, but "Priced for Perfection" overstates the risk given 22% FCF margins and 27% recent YoY revenue growth.

The raw trajectory here is more interesting than the "priced for perfection" label suggests. Revenue grew from $130.3M in Q2 2024 to $173.1M in Q1 2026 — that's ~33% over seven quarters, and the recent YoY comps (Q1'26 $173.1M vs Q1'25 $136.4M = +26.9%; Q4'25 $173.4M vs Q4'24 $158.5M = +9.4%) suggest the SaaS transition is inflecting rather than decelerating. The 5-year revenue CAGR of 11.8% understates the current run-rate because it averages through the subscription conversion trough. Gross margin at 78.8% is genuine software economics. FCF of $134.8M on $623.5M revenue is a 21.6% FCF margin — that is not a "pre-profit" company in the venture sense; that is a company deliberately running GAAP losses via stock-based comp while generating real cash. The GAAP net loss widening to -$129M in 2025 while FCF grew is almost entirely an SBC story, and the insider "F-InKind" activity (tax withholding on vesting) plus the eight identical 7,224-share awards on the same day confirm the dilution engine is running hot.

Where I part ways with the synthesis: calling this "Priced for Perfection" at 7.3x sales and 7.2x EV/revenue is lazy for a 78% gross margin software company growing high-teens/mid-20s with 22% FCF margins. Comparable data-security and identity peers (CRWD, ZS, S) trade at 12-20x sales with similar or worse FCF conversion. VRNS at 4.7B market cap / $135M FCF = 35x trailing FCF, and if FCF compounds even 25% (well below the 57.5% CAGR), you're at ~$210M FCF in two years and 22x forward — cheap for the category. The Market Forces "neutral" and Narrative "unanchored/turnaround-bet" reads both underweight the fact that the SaaS transition math is now visible in the numbers: this isn't a story stock, it's a mechanical re-rating candidate as ARR compounds and GAAP losses narrow.

The contrarian case is real and I want to steelman it. First, SBC-funded FCF is not shareholder FCF — if you subtract ~$150M+ of annual SBC (implied by the gap between GAAP loss and cash generation), "true" owner earnings are near zero or negative. Second, Microsoft Purview is bundled free-ish with E5 licenses and is genuinely improving; Varonis's moat in unstructured data classification is narrowing. Third, the Q4'25→Q1'26 revenue is flat ($173.4M → $173.1M) — the sequential deceleration could indicate the SaaS transition tailwind is fading and underlying growth is closer to 10-12% than 20%+. Fourth, "9,000 customers" after 20 years in market is not a land-grab story; it's a mature vendor. Fifth, the insider data shows zero open-market buying — only awards and tax withholding. The "Significant Insider Buying" secondary signal appears to be misreading vesting activity as conviction, which is a data-quality problem worth flagging.

Netting this out: the models are internally contradictory (Priced for Perfection + Significant Insider Buying + Weak Cash Flow Quality + High Revenue Confidence can't all be load-bearing simultaneously), and the "perfection" framing over-anchors on the negative GAAP optics. On a cash basis, VRNS at $39.94 trades at 35x trailing FCF for a business growing ARR mid-20s with 78% gross margins in a secularly tailwinded category — that's a reasonable, not stretched, multiple. Fair value with 20% FCF growth and a 30x exit multiple in two years is roughly $50-55. The real risks are SBC dilution (share count creep of 3-5%/yr eats into per-share returns) and Microsoft bundling pressure, neither of which shows up yet in the top-line. I dissent partially from the "Priced for Perfection" synthesis — the stock is closer to fairly valued with modest upside, not priced for perfection, and certainly not a short. But I don't share the pre-flight model's implicit bullishness either; the SBC-adjusted picture makes the "FCF inflection" less clean than it looks. I'd be a buyer under $35, a holder here, and a trimmer above $50 absent a clear ARR acceleration print.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-07-30 18:25:50
Verdict Overvalued at $39.94 — fair value looks closer to $28-$32 unless Varonis can convert its 20%+ growth burst into visible operating leverage within the next 2-3 quarters.

What jumps out first is that Varonis is being valued like a healthy growth compounder while the income statement still looks like a business stuck in transition. Revenue has clearly improved: $551.0M in 2024 became $623.5M in 2025, up 13.2%, and the quarterly cadence accelerated from $130.3M in Q2’24 to $173.4M in Q4’25 and $173.1M in Q1’26. On a trailing four-quarter basis through Q1’26, revenue is about $660M, so the stock at $4.69B market cap trades around 7.1x trailing sales, consistent with the EV/revenue figure. That multiple would be defendable for a software name if margins were inflecting hard. They are not. Gross margin is excellent at 78.8%, but operating losses worsened from -$117.7M in 2024 to -$146.5M in 2025, and net loss widened from -$95.8M to -$129.3M. Even as revenue grew, the company gave back operating leverage.

The quarterly pattern is even more revealing. Q1’26 revenue of $173.1M was up 26.9% year over year from $136.4M, which is the kind of number bulls will lead with. But net loss in that same quarter was -$36.9M, essentially unchanged in dollars from -$35.8M a year earlier, and worse in margin than Q4’24 or Q1’25’s path would have implied. Across the last five reported quarters, net margins stayed between -16.0% and -26.2%. That is not a business proving scale economics yet; it is a business proving that growth still requires heavy spending. The balance sheet is clean with no debt and $202.5M of cash, so solvency is not the issue. The issue is paying 7x sales for a company with a 20% net margin deficit after two decades in market.

The cash flow argument is real but I don’t think it closes the gap. Operating cash flow of $147.4M and free cash flow of $134.8M in 2025 are strong relative to the income statement and imply a 2.9% FCF yield on market cap. For a software company in conversion mode, that is helpful, but not cheap. More importantly, when GAAP losses are this persistent, I assume a meaningful share of the FCF benefit comes from billing mix, deferred revenue dynamics, and non-cash add-backs rather than a fully matured earnings engine. That does not make the cash fake; it just means I won’t capitalize it at a premium multiple as if it were clean, repeatable owner earnings. At nearly 8x book and with negative ROE, this is still a faith-in-the-transition stock.

The best case against my skepticism is straightforward: the market may be correctly looking through GAAP losses because the subscription shift is working. Revenue has stepped up from $390.1M in 2021 to $623.5M in 2025, a 12% CAGR, while free cash flow has turned decisively positive. Q1’26’s 26.9% revenue growth is materially stronger than the full-year CAGR and suggests momentum may be improving, not fading. A debt-free balance sheet gives management time, and in software, gross margin near 79% means there is a large latent earnings pool if sales and marketing intensity normalizes. If the company can sustain even low-20s growth while keeping FCF above $130M and showing just modest opex discipline, then 7x sales is not crazy for a cybersecurity asset tied to data governance and AI-era security demand.

What would change my mind is evidence that the revenue acceleration is durable and not merely optically strong against a soft compare, paired with real operating leverage. Specifically, I would want to see at least two more quarters above 20% year-over-year revenue growth and net loss dollars moving down meaningfully, not sideways — for example, quarterly net losses improving from the current roughly -$30M to -$40M range into the teens while holding gross margin near 79%-80%. Full-year revenue moving toward a $700M+ run rate with operating margin improving by 500 bps or more would support the current valuation and probably more. Absent that, I think the stock is priced ahead of the proof; at roughly $40, investors are paying for a margin structure that has not yet arrived.

Grok Reading
Independent reading · grok-4.5 · generated 2026-07-30 18:26:29
Verdict Modestly overvalued at $39.94 — 7.3× sales and 2.9% FCF yield overpay for an 12% CAGR compounder still running –23% operating margins

The numbers on Varonis describe a company that has already made the hard turn from cash-burning growth story to cash-generative mid-teens compounder, yet the market still prices it like the former. Annual revenue climbed from $390M in 2021 to $623.5M in 2025—an 11.8% CAGR that is respectable but nowhere near the “high-growth” label the pre-flight model attaches. The latest four quarters show $136M → $152M → $162M → $173M → $173M, so the sequential stall at $173M in the March 2026 quarter is the first real crack in the trajectory. Gross margin sits at a clean 78.8% and free cash flow has inflected hard to $134.8M (22% FCF margin) on only $12.6M of capex, with zero debt and $202M cash. That FCF conversion is the single most important fact in the briefing: the business is no longer consuming capital. GAAP losses remain stubborn—operating margin –23.5%, net loss $129M in 2025—so the $4.69B market cap and 7.3× sales multiple rest almost entirely on the cash-flow story and the AI-data-security narrative, not on earnings power that exists today.

What stands out against the prior models is how casually they wave away the growth rate. Calling 12% revenue growth and a flat sequential quarter “priced for perfection” is directionally right, but the implied 18–25% sustained growth needed to justify 7× sales is already optimistic relative to the five-year record. The 57.5% FCF CAGR is real and impressive, yet it is largely the arithmetic of a company that stopped spending as aggressively rather than one that is accelerating top-line capture. Insider activity labeled “significant buying” is simply award grants and tax-withholding dispositions; there are no open-market purchases in the tape. Sector-relative lag and macro headwinds are acknowledged by the secondary signals and should not be dismissed. At $39.94 the stock offers a roughly 2.9% FCF yield on trailing numbers—adequate for a software franchise with fortress gross margins, but thin compensation if growth settles into the low teens and the Microsoft bundling risk materializes.

The strongest contrary case is straightforward: positive and expanding free cash flow in cybersecurity is scarce, 79% gross margins give enormous operating leverage once growth reaccelerates, and the AI-governance / unstructured-data tailwind is genuine rather than invented. A bull can argue that the March quarter was seasonality, that the $173M run-rate already embeds 27% year-on-year growth versus the year-earlier $136M quarter, and that 7× sales for a debt-free, FCF-positive data-security platform is not expensive if the company simply holds mid-teens growth while expanding FCF margins another 500–800 bp. That path would make today’s price look like a reasonable entry rather than a premium. I weigh it less heavily because the five-year revenue CAGR has compressed steadily, the most recent sequential print was zero, and the company has spent two decades promising the operating-leverage moment without delivering GAAP profitability. Narrative durability is moderate, not cult-level; patience can expire.

I would flip to a clear undervalued stance if the next two quarters show sequential revenue reacceleration above $185M and trailing FCF run-rate breaking $160M while management guides to high-teens growth. Conversely, another flat or down sequential quarter combined with FCF margin compression would confirm the mid-teens trap and push fair value into the low $30s.

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 3.7; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 8.0
undervalued · conviction 3/5 · Δ +4.3 vs panel · self: 6.0
GPT gpt-5.4 1.0
overvalued · conviction 4/5 · Δ -2.7 vs panel · self: 3.0
Grok grok-4.5 2.0
overvalued · conviction 3/5 · Δ -1.7 vs panel · self: 4.0
Second round ran — the seats disagreed beyond the band (Claude: undervalued · GPT: overvalued · Grok: overvalued); 2 seats changed direction after reading the others.
Claude — Second Response · fairly valued changed direction

VERDICT: Fairly valued at $39.94 — revised band $38-44; sequential stall and SBC dilution close the gap I previously saw, downside to low-$30s if Q2 prints flat again

The two colleague reads did move me on one specific thing: I was too casual about the Q4'25 → Q1'26 sequential flatline ($173.4M → $173.1M). I dismissed it in my first pass as noise, but Grok correctly frames it as the first real crack in the trajectory, and GPT's point that the YoY comp is flattered by a soft $136.4M Q1'25 base is fair. If the true underlying growth is low-to-mid teens rather than the 26.9% headline, then my "35x trailing FCF, cheap for the category" framing loses force — because the category comp (CRWD, ZS, S) is 25%+ growers, and a 12-15% grower doesn't get 7x sales, it gets 4-5x. That's a real gap I underweighted.

Where I still hold: GPT's $28-32 fair value requires capitalizing the FCF at a meaningfully lower multiple than software peers, and I don't think a 22% FCF-margin, 79% gross-margin, debt-free business with $200M cash trades below 20x FCF absent a broken thesis — that math implies ~$27, which is a distress multiple for economics that aren't distressed. Grok's low-$30s downside case is more defensible and closer to where I'd actually put the floor. The SBC dilution issue that I raised myself also cuts against my own $50-55 upside; if I take it seriously (and I should), fair value compresses toward $42-46, not $50-52. Neither colleague made me more bullish; both made the sequential-stall risk more concrete than I'd priced.

Net: I'm revising down but not flipping. The "mechanical re-rating candidate" language in my first read was too confident given one flat sequential quarter and no open-market insider buying. Fair value band moves from $48-52 to roughly $38-44 — meaning the stock is closer to fairly valued than modestly undervalued, with asymmetric downside if the next print is flat again. I won't drift to "overvalued" because the cash economics are real and the balance sheet buys time, but I concede the margin of safety I claimed isn't there.

GPT — Second Response · overvalued revised

VERDICT: Still modestly overvalued at $39.94; fair value nudges up to roughly $32-$36, with upside to $45+ only if >20% growth and real per-share operating leverage become visible.

Claude’s pushback moved me on one point: I underweighted just how strong the cash economics already are for a company still wearing ugly GAAP optics. A 21%-22% FCF margin on 79% gross margin software is not trivial, and 35x trailing FCF is not an absurd multiple if recent ~27% YoY growth is the right lens rather than the 5-year CAGR muddied by the subscription conversion. That said, his bull case leans heavily on treating current FCF as near-owner earnings while acknowledging SBC likely absorbs most of the gap between GAAP losses and cash generation. That is exactly the bridge I’m unwilling to cross at a premium multiple. If “true” economic earnings are near breakeven after dilution, then the stock is not obviously cheap simply because reported FCF is healthy.

Grok largely reinforced my original caution, especially on the sequential stall and maturity point. The Q4’25 to Q1’26 flatline at ~$173M does not disprove the turnaround, but it does weaken the argument that the business has clearly broken into a sustained 20%+ growth regime deserving a category-leader multiple. I also agree the insider “buying” signal should be discarded; vesting/tax-withholding is not demand. Where I revise slightly is in degree, not direction: “overvalued” still fits, but less emphatically than my first pass because Claude is right that 7.2x EV/revenue is not “priced for perfection” in absolute software terms given the cash generation and balance sheet. The issue is not that the multiple is crazy; it is that the evidence for durable acceleration and clean per-share cash compounding is still incomplete. I’d move my fair range up modestly to reflect the stronger-than-I-credited FCF profile, but I still need either sustained >20% growth or visible SBC-adjusted margin improvement before paying $40.

Grok — Second Response · fairly valued changed direction

VERDICT: Fairly valued at $39.94 — 7× sales and ~30× NTM FCF fair for 22% FCF margins + 27% YoY, but no margin of safety until opex leverage shows

Claude’s peer-multiple and run-rate points are the data I underweighted. At 7.3× trailing sales versus CRWD/ZS/S at 12-20×, with 78.8% gross margins and a visible 22% FCF margin already in hand, the “priced for perfection” label does overstate the stretch; the 26.9% Q1 YoY print and the fact that the 11.8% five-year CAGR averages through the SaaS trough make the current trajectory look more like mid-20s ARR compounding than a low-teens trap. That relative cheapness and the mechanical re-rating case if FCF simply holds $135M+ while share-count creep stays contained move me off a clear overvalued stance.

GPT’s operating-leverage critique and the SBC adjustment still bite, however. Losses widened in dollars even as revenue stepped up, sequential revenue was flat, and true owner earnings after ~$150M SBC are far thinner than the headline 2.9% FCF yield. Microsoft bundling and the absence of open-market insider buying remain unaddressed risks. Those facts keep me from chasing Claude’s $48-52 fair-value target; the stock is closer to a hold than a buy until two clean quarters of sequential reacceleration and narrowing GAAP losses appear.

Net: current price embeds a reasonable but not generous multiple for the cash economics on offer. I would add only on a pullback toward $35 or on proof of leverage.

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 · 2026-07-30 18:32:31
Delvantic - Cairn AI
Quality — wait for a dip 7/10
Good business, full price, hostile tape — I want VRNS lower, not here.
The cruxWhether the SaaS transition finally produces GAAP operating leverage; without it, $39.94 is paying for a story the numbers have not yet earned.
Forensic checks Derived mechanically from VRNS's filed financials — not from the AI lenses
Liquidity & RunwayFortress Balance Sheet
DilutionModerate Dilution
Earnings QualityGood Earnings Quality
The four lensesswitch a tab for its full read — score + evidence
Company Quality
+10
Solid
edge √Σ 127 · risk √Σ 116 · conf 7/10

Varonis is a well-capitalized, growing infrastructure software business transitioning to SaaS. Revenue has compounded from $390M (2021) to $623M (2025), roughly 12.5% CAGR, and FCF has swung from essentially zero in 2022 to $134.8M in 2025 - a genuine inflection. The balance sheet is a fortress: $883.7M liquid cash, zero net debt, and self-funding operations, so survival risk is nil. Mechanical earnings-quality checks are clean (Beneish -3.1, accruals -13.4% of assets, no manipulation flags), though Altman Z of 2.19 sits in the grey zone which is normal for a still-GAAP-unprofitable software name. The concerns are structural, not fraudulent. GAAP operating margin has been stuck in the -21% to -26% band for five straight years with no visible improvement despite scale - 2025 opM of -23.5% is worse than 2024's -21.4%, and gross margin actually compressed from 85.6% (2023) to 78.8% (2025), likely the SaaS transition drag. SBC runs 20.9% of revenue, an enormous real cost that adjusted metrics hide, and buybacks only offset 33% of it, so diluted share count keeps creeping (105.3M to 114.4M, ~2.1%/yr). Insider tape shows the typical pattern of tax-withholding on vesting and awards - the flagged 'insider buying' is not visible as open-market P transactions in the tape provided, so I would not weight that heavily.

Strengths 4
m78
Fortress balance sheet
$883.7M cash, zero net debt, and $134.8M FCF means the company is entirely self-funding with effectively zero going-concern risk.
m70
FCF inflection is real
FCF went from -$3.3M (2021) to $475K (2022) to $54M, $108M, and $134.8M - a durable four-year improvement alongside 60% revenue growth.
m55
Clean earnings-quality signals
Beneish M of -3.1 and accruals at -13.4% of assets indicate no manipulation flags; reported numbers appear to reflect real economics (the negative OCF/NI ratio is a sign artifact from negative NI, not a red flag).
m45
Revenue growth durable through model transition
Revenue accelerated from $551M to $623.5M (13% YoY) in 2025 even during a SaaS conversion that typically depresses reported growth - suggests underlying demand is healthy.
Concerns 5
m72
SBC-heavy compensation model
Stock-based comp at 20.9% of revenue (~$130M) is a very large real cost masked by adjusted metrics; buybacks offset only 33% so per-share value leaks continuously.
m60
Persistent GAAP unprofitability with no trajectory improvement
Operating margin has been -21% to -26% every year 2021-2025 with 2025 (-23.5%) worse than 2024 (-21.4%); five years of scale have not produced operating leverage on a GAAP basis.
m50
Gross margin compression
GM fell from 85.6% (2023) to 78.8% (2025) - a ~680bp decline likely tied to SaaS/cloud hosting mix, which changes the long-term margin structure of the business.
m40
Ongoing dilution
Diluted shares grew from 105.3M to 114.4M (~2.1% CAGR); combined with net losses this means both equity and per-share economics are being diluted.
m25
Insider 'buying' signal weak in tape
The tape shows F-InKind (tax withholding) and A-Awards - no P-coded open-market purchases visible in the 15 most recent lines, so the flagged buying deserves filing-level verification.
This is a genuinely good business in the middle of a model transition, not a fragile one. The balance sheet is untouchable and the FCF ramp is real and unforced - that pulls it clearly above average. But I refuse to grade it higher than solid because five consecutive years of -20%+ GAAP operating margins with no visible improvement, plus SBC eating 21% of revenue, means the 'profitability' story is essentially an adjusted-metrics story. Per-share value is being quietly leaked through dilution that buybacks only partially offset. If the SaaS transition delivers operating leverage in the next 2-3 years this becomes Strong; if margins stay stuck it stays exactly where it is.
Verify before trusting this (5)
  • Confirm whether the flagged insider P-purchases exist in Form 4 filings outside the shown 15-line window (the tape shown is all F/A codes)
  • Review SaaS ARR growth and net retention rate in the 10-K to gauge whether the gross margin compression is transitory transition drag or a permanent step-down
  • Check management's stated path to GAAP profitability and whether operating leverage is projected as ARR ramps
  • Verify customer concentration and enterprise renewal metrics from the 10-K
  • Examine detail of SBC grants: are they front-loaded transition-related or a steady-state 20%+ of revenue
Valuation / Mispricing
-54
Rich
edge √Σ 39 · risk √Σ 100 · conf 7/10
Price $39.94 vs a deserved value roughly in the low-to-mid $30s - about 15-20% above where the risk/reward turns favorable. attractive below $32.00

The e2e synthesis flags 'priced for perfection' and the bear case pegs implied growth at roughly 39% to justify today's cap - that is the deserved-value tell. Varonis is a solid business (fortress balance sheet, real FCF inflection, credible data-security positioning in an AI world), but 'solid' is not 'exceptional,' and at ~$4.7B on a company still posting -20%+ GAAP operating margins with SBC at ~21% of revenue, the market is already paying for the bull thesis to land cleanly. Earnings quality is fine, so no haircut there - but there is also no hidden cash-adjusted bargain to surface. Deserved value for a mid-teens growing SaaS name completing an ARR transition, with genuine FCF but persistent GAAP losses and heavy dilution, is roughly a market-multiple SaaS name - not a premium one. Against that, $39.94 looks full rather than egregious. I don't see a margin of safety, I see a fair-to-full price where you underwrite execution and get paid only if Atlas/AI-governance actually accelerates ARR. That's a coin flip, not a mispricing in your favor.

Cheap signals 2
m30
Fortress balance sheet supports downside
Untouchable balance sheet and accelerating FCF cap the downside and mean the deserved value isn't a lot lower than the price - this is 'rich, not dangerous.'
m25
Real category tailwind if AI-data-governance narrative lands
Atlas AI and data-centric security are a credible secular hook; if ARR growth reaccelerates, the 39% implied growth stops looking heroic - option value is non-trivial.
Rich / priced-in 3
m70
Priced for perfection per e2e synthesis
The composite read is explicitly 'Priced for Perfection,' with bear-case math requiring ~39% implied growth to justify the cap - aggressive for a 20-year-old vendor in a crowded segment.
m55
SBC-heavy 'profitability' inflates deserved-value optics
SBC at ~21% of revenue means non-GAAP FCF flatters the story; on a share-count-adjusted basis, per-share value creation is materially lower than headline FCF growth implies.
m45
Five straight years of -20%+ GAAP operating margins
A $4.7B cap on a business that has not demonstrated GAAP operating leverage embeds a lot of faith that the SaaS transition mechanically fixes margins - not yet evidenced.
Fully valued for me. This is a good business the market already understands - the AI-data-security narrative is baked in, and I'd be underwriting 30%+ ARR growth plus a clean SaaS-margin landing just to earn a market return. I want it in the low $30s before the risk/reward tilts, and I'd get more interested closer to $28 where the balance sheet does real work as a floor. At $39.94 I'm not short it, but I'm not paying up either.
Verify before trusting this (5)
  • Latest ARR growth rate and net revenue retention post-SaaS transition
  • GAAP operating margin trajectory and whether SBC as % of revenue is finally trending down
  • FCF guidance for next fiscal year and share-count dilution rate
  • Atlas/AI-governance attach rates or contribution disclosed on the call
  • Any change in long-term operating margin target from management
General Sentiment
-45
Headwind
tail √Σ 54 · head √Σ 102 · conf 6/10

VRNS is caught in an awkward crosscurrent. The tape is stress-off (VIX in the 97th percentile, S&P off highs, 10y at 4.61%, market PE 26.2), which punishes pre-profit SaaS story-stocks even with a modest 0.83 beta, because the archetype - not the beta - is what gets sold. On top of that, Q2 was a classic 'beat but sell': revenue +18%, SaaS ARR +52%, guide raised, yet shares dropped ~7% as the market focused on deal delays, margin pressure, and the fact that implied growth needed to justify valuation is ~39%. That is the definition of a narrative running slightly ahead of what the print delivered. The turnaround/AI-data-security narrative (moderate intensity, moderate durability, low cult) is intact but not strong enough to override a hostile tape and a fresh disappointment reaction. There is no euphoric bid to lean on, and no dedicated fanbase to defend the name into weakness. Analyst tone from the coverage is constructive on SaaS transition but flagged margin and deal-timing concerns - a mixed, not supportive, backdrop. Net: the pressure vector points down over the next several weeks.

Tailwinds 2
m45
SaaS metrics and guide raise support the bull frame
SaaS ARR +52%, guide raised, and constructive earnings-call coverage give bulls something concrete to defend into weakness - limits downside pressure.
m30
AI-security tailwind is a live thematic bid
Enterprise AI-governance urgency is a durable theme that keeps VRNS on buyer watchlists even in a soft tape - a floor, not a rocket.
Headwinds 4
m62
Sell-the-news reaction to Q2
Shares fell ~7% despite beat and raise as the print exposed deal delays and margin pressure; that price action sets a negative near-term anchor for the tape.
m55
Risk-off tape hits pre-profit SaaS hardest
VIX at a 97th-percentile 20.7 and S&P off highs create a regime that de-rates unprofitable software stories regardless of low beta - archetype exposure exceeds beta here.
m45
Narrative modest, not dominant
AI-data-security story is real but only moderate intensity/durability with low cult coefficient - insufficient sponsorship to absorb a stress tape or a mixed print.
m40
Rates backdrop unfriendly to long-duration SaaS
10y 4.61% and stretched market multiple compress long-duration cash-flow stories; VRNS's valuation rests on out-year growth, exactly what higher rates penalize.
Net pressure leans down. The AI-data-security narrative is alive but not loud enough to defend a pre-profit SaaS name into a high-VIX, high-rates tape immediately after a sell-the-news reaction. Beta is low but the archetype exposure is what matters here, and this archetype is exactly what a stressed market sells first. I read this as a Headwind - not catastrophic, no narrative collapse, but a persistent negative press for weeks unless the tape calms or a peer print re-ignites the AI-security bid.
Verify before trusting this (4)
  • Whether the post-print selling extends past 1-2 weeks or stabilizes as SaaS-transition bulls step in
  • Analyst target revisions in the days after the print - direction and dispersion
  • Any softening in the VIX/rates backdrop that would let unprofitable SaaS re-rate
  • Peer prints (CRWD, ZS, S) that could either validate or undercut the AI-security narrative
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
not run

This lens hasn't been run for this ticker yet.

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
Lower -7.4% v0.6.0 View full prediction →

When we made this prediction on Aug 1, 2026, VRNS was $39.95. We expect it to be $37.00 by Feb 2027, and we consider it great value under $32.00. This is an early model (v0.6.0) — the direction is more reliable than the exact price. Made Aug 1, 2026.

Price when predicted$39.95
Our estimate for Feb 2027$37.00-7.4%
Great value below$32.00
Price history shown (6 Months)

Blue is our prediction, starting the day we made it. Grey is a slower route to the same place — the same destination, taking longer. Black is the actual price, so you can see how we are doing.

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My Notes personal — only you see this
v1.1.562 · 9b2927c4 · 2026-08-22 16:52:06