Software - Application
Compare Stocks
5 / 10Stock Comparison
NCNO vs QTWO vs TOST vs ALKT vs ICE
Revenue, margins, valuation, and 5-year total return — side by side.
Software - Application
Software - Infrastructure
Software - Application
Financial - Data & Stock Exchanges
NCNO vs QTWO vs TOST vs ALKT vs ICE — Key Financials
Market cap, revenue, margins, and valuation side-by-side.
| Company Snapshot | |||||
|---|---|---|---|---|---|
| Industry | Software - Application | Software - Application | Software - Infrastructure | Software - Application | Financial - Data & Stock Exchanges |
| Market Cap | $2.11B | $3.17B | $17.02B | $1.87B | $88.45B |
| Revenue (TTM) | $586M | $822M | $6.45B | $472M | $12.64B |
| Net Income (TTM) | $-22M | $74M | $412M | $-50M | $3.30B |
| Gross Margin | 60.1% | 55.6% | 26.2% | 57.4% | 61.9% |
| Operating Margin | -0.8% | 8.2% | 5.6% | -9.3% | 38.7% |
| Forward P/E | 19.6x | 18.0x | 23.7x | 21.7x | 19.5x |
| Total Debt | $237M | $346M | $40M | $354M | $20.28B |
| Cash & Equiv. | $121M | $368M | $1.35B | $63M | $837M |
NCNO vs QTWO vs TOST vs ALKT vs ICE — Long-Term Stock Performance
Price return indexed to 100 at period start. Dividends excluded.
| Stock | Sep 21 | May 26 | Return |
|---|---|---|---|
| nCino, Inc. (NCNO) | 100 | 25.0 | -75.0% |
| Q2 Holdings, Inc. (QTWO) | 100 | 63.3 | -36.7% |
| Toast, Inc. (TOST) | 100 | 58.8 | -41.2% |
| Alkami Technology, … (ALKT) | 100 | 70.6 | -29.4% |
| Intercontinental Ex… (ICE) | 100 | 136.0 | +36.0% |
Price return only. Dividends and distributions are not included.
Quick Verdict: NCNO vs QTWO vs TOST vs ALKT vs ICE
Each card shows where this stock fits in a portfolio — not just who wins on paper.
NCNO is the clearest fit if your priority is sleep-well-at-night.
- Lower volatility, beta 1.18, Low D/E 21.6%, current ratio 1.20x
QTWO is the #2 pick in this set and the best alternative if value is your priority.
- Lower P/E (18.0x vs 19.5x)
TOST ranks third and is worth considering specifically for growth exposure.
- Rev growth 24.1%, EPS growth 16.4%, 3Y rev CAGR 31.1%
- 13.8% ROA vs ALKT's -5.9%, ROIC 30.8% vs -8.6%
ALKT is the clearest fit if your priority is growth.
- 32.9% revenue growth vs ICE's 7.5%
ICE carries the broadest edge in this set and is the clearest fit for income & stability and long-term compounding.
- Dividend streak 14 yrs, beta 0.33, yield 1.2%
- 225.3% 10Y total return vs QTWO's 103.5%
- Beta 0.33, yield 1.2%, current ratio 1.02x
- 26.1% margin vs ALKT's -10.6%
See the full category breakdown
| Category | Winner | Why |
|---|---|---|
| Growth | 32.9% revenue growth vs ICE's 7.5% | |
| Value | Lower P/E (18.0x vs 19.5x) | |
| Quality / Margins | 26.1% margin vs ALKT's -10.6% | |
| Stability / Safety | Beta 0.33 vs TOST's 1.44 | |
| Dividends | 1.2% yield; 14-year raise streak; the other 4 pay no meaningful dividend | |
| Momentum (1Y) | -10.4% vs ALKT's -37.8% | |
| Efficiency (ROA) | 13.8% ROA vs ALKT's -5.9%, ROIC 30.8% vs -8.6% |
NCNO vs QTWO vs TOST vs ALKT vs ICE — Revenue Breakdown by Segment
How each company's revenue is distributed across its business units
NCNO vs QTWO vs TOST vs ALKT vs ICE — Financial Metrics
Side-by-side numbers across 5 stocks — who leads on profitability, valuation, growth, and risk.
Who Leads Where
ICE leads in 4 of 6 categories
TOST leads 1 • NCNO leads 0 • QTWO leads 0 • ALKT leads 0 • 1 tied
Explore the data ↓Income & Cash Flow (Last 12 Months)
ICE leads this category, winning 4 of 6 comparable metrics.
Income & Cash Flow (Last 12 Months)
ICE is the larger business by revenue, generating $12.6B annually — 26.8x ALKT's $472M. ICE is the more profitable business, keeping 26.1% of every revenue dollar as net income compared to ALKT's -10.6%. On growth, ALKT holds the edge at +28.9% YoY revenue growth, suggesting stronger near-term business momentum.
| Metric | |||||
|---|---|---|---|---|---|
| RevenueTrailing 12 months | $586M | $822M | $6.4B | $472M | $12.6B |
| EBITDAEarnings before interest/tax | $27M | $115M | $409M | -$12M | $6.5B |
| Net IncomeAfter-tax profit | -$22M | $74M | $412M | -$50M | $3.3B |
| Free Cash FlowCash after capex | $60M | $196M | $654M | $44M | $4.3B |
| Gross MarginGross profit ÷ Revenue | +60.1% | +55.6% | +26.2% | +57.4% | +61.9% |
| Operating MarginEBIT ÷ Revenue | -0.8% | +8.2% | +5.6% | -9.3% | +38.7% |
| Net MarginNet income ÷ Revenue | -3.7% | +9.0% | +6.4% | -10.6% | +26.1% |
| FCF MarginFCF ÷ Revenue | +10.2% | +23.8% | +10.1% | +9.4% | +33.9% |
| Rev. Growth (YoY)Latest quarter vs prior year | +9.6% | +14.1% | +21.9% | +28.9% | — |
| EPS Growth (YoY)Latest quarter vs prior year | +2.3% | +4.7% | +127.5% | -22.7% | +23.1% |
Valuation Metrics
Evenly matched — NCNO and QTWO each lead in 2 of 6 comparable metrics.
Valuation Metrics
At 27.1x trailing earnings, ICE trades at a 57% valuation discount to QTWO's 63.4x P/E. On an enterprise value basis, ICE's 16.7x EV/EBITDA is more attractive than NCNO's 122.0x.
| Metric | |||||
|---|---|---|---|---|---|
| Market CapShares × price | $2.1B | $3.2B | $17.0B | $1.9B | $88.4B |
| Enterprise ValueMkt cap + debt − cash | $2.2B | $3.2B | $15.7B | $2.2B | $107.9B |
| Trailing P/EPrice ÷ TTM EPS | -53.88x | 63.36x | 52.43x | -37.89x | 27.06x |
| Forward P/EPrice ÷ next-FY EPS est. | 19.64x | 18.05x | 23.69x | 21.69x | 19.48x |
| PEG RatioP/E ÷ EPS growth rate | — | — | — | — | 3.05x |
| EV / EBITDAEnterprise value multiple | 121.97x | 27.39x | 42.22x | — | 16.71x |
| Price / SalesMarket cap ÷ Revenue | 3.89x | 3.99x | 2.77x | 4.20x | 7.00x |
| Price / BookPrice ÷ Book value/share | 1.87x | 4.99x | 8.39x | 5.00x | 3.08x |
| Price / FCFMarket cap ÷ FCF | 39.45x | 16.30x | 27.99x | 45.09x | 20.62x |
Profitability & Efficiency
TOST leads this category, winning 7 of 9 comparable metrics.
Profitability & Efficiency
TOST delivers a 20.7% return on equity — every $100 of shareholder capital generates $21 in annual profit, vs $-14 for ALKT. TOST carries lower financial leverage with a 0.02x debt-to-equity ratio, signaling a more conservative balance sheet compared to ALKT's 0.98x. On the Piotroski fundamental quality scale (0–9), ICE scores 9/9 vs ALKT's 3/9, reflecting strong financial health.
| Metric | |||||
|---|---|---|---|---|---|
| ROE (TTM)Return on equity | -2.1% | +11.9% | +20.7% | -14.0% | +11.6% |
| ROA (TTM)Return on assets | -1.4% | +5.5% | +13.8% | -5.9% | +2.3% |
| ROICReturn on invested capital | -1.2% | +5.1% | +30.8% | -8.6% | +7.5% |
| ROCEReturn on capital employed | -1.5% | +5.6% | +15.9% | -9.3% | +9.5% |
| Piotroski ScoreFundamental quality 0–9 | 5 | 7 | 7 | 3 | 9 |
| Debt / EquityFinancial leverage | 0.22x | 0.52x | 0.02x | 0.98x | 0.70x |
| Net DebtTotal debt minus cash | $116M | -$22M | -$1.3B | $290M | $19.4B |
| Cash & Equiv.Liquid assets | $121M | $368M | $1.4B | $63M | $837M |
| Total DebtShort + long-term debt | $237M | $346M | $40M | $354M | $20.3B |
| Interest CoverageEBIT ÷ Interest expense | -0.51x | 15.31x | — | -3.73x | 6.53x |
Total Returns (Dividends Reinvested)
ICE leads this category, winning 4 of 6 comparable metrics.
Total Returns (Dividends Reinvested)
A $10,000 investment in ICE five years ago would be worth $14,335 today (with dividends reinvested), compared to $3,144 for NCNO. Over the past 12 months, ICE leads with a -10.4% total return vs ALKT's -37.8%. The 3-year compound annual growth rate (CAGR) favors QTWO at 30.9% vs NCNO's -7.6% — a key indicator of consistent wealth creation.
| Metric | |||||
|---|---|---|---|---|---|
| YTD ReturnYear-to-date | -27.9% | -27.0% | -13.7% | -23.1% | -2.1% |
| 1-Year ReturnPast 12 months | -22.1% | -36.9% | -17.4% | -37.8% | -10.4% |
| 3-Year ReturnCumulative with dividends | -21.0% | +124.4% | +51.7% | +41.1% | +50.8% |
| 5-Year ReturnCumulative with dividends | -68.6% | -48.0% | -53.0% | -54.9% | +43.4% |
| 10-Year ReturnCumulative with dividends | -80.6% | +103.5% | -53.0% | -59.5% | +225.3% |
| CAGR (3Y)Annualised 3-year return | -7.6% | +30.9% | +14.9% | +12.2% | +14.7% |
Risk & Volatility
ICE leads this category, winning 2 of 2 comparable metrics.
Risk & Volatility
ICE is the less volatile stock with a 0.33 beta — it tends to amplify market swings less than TOST's 1.44 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. ICE currently trades 82.5% from its 52-week high vs NCNO's 52.4% drawdown — a narrower gap to the peak suggests stronger recent price momentum.
| Metric | |||||
|---|---|---|---|---|---|
| Beta (5Y)Sensitivity to S&P 500 | 1.18x | 1.06x | 1.44x | 1.30x | 0.33x |
| 52-Week HighHighest price in past year | $33.92 | $96.68 | $49.66 | $31.66 | $189.35 |
| 52-Week LowLowest price in past year | $13.80 | $44.65 | $24.35 | $14.11 | $143.17 |
| % of 52W HighCurrent price vs 52-week peak | +52.4% | +52.4% | +59.1% | +55.1% | +82.5% |
| RSI (14)Momentum oscillator 0–100 | 50.1 | 47.5 | 50.5 | 50.9 | 38.8 |
| Avg Volume (50D)Average daily shares traded | 2.7M | 929K | 9.9M | 1.9M | 3.0M |
Analyst Outlook
ICE leads this category, winning 1 of 1 comparable metric.
Analyst Outlook
Analyst consensus: NCNO as "Buy", QTWO as "Buy", TOST as "Buy", ALKT as "Buy", ICE as "Buy". Consensus price targets imply 81.8% upside for NCNO (target: $32) vs 25.3% for ICE (target: $196). ICE is the only dividend payer here at 1.24% yield — a key consideration for income-focused portfolios.
| Metric | |||||
|---|---|---|---|---|---|
| Analyst RatingConsensus buy/hold/sell | Buy | Buy | Buy | Buy | Buy |
| Price TargetConsensus 12-month target | $32.33 | $76.00 | $39.76 | $22.00 | $195.71 |
| # AnalystsCovering analysts | 23 | 32 | 29 | 12 | 36 |
| Dividend YieldAnnual dividend ÷ price | — | — | — | — | +1.2% |
| Dividend StreakConsecutive years of raises | — | — | — | 1 | 14 |
| Dividend / ShareAnnual DPS | — | — | — | — | $1.93 |
| Buyback YieldShare repurchases ÷ mkt cap | 0.0% | +0.2% | +0.6% | 0.0% | +1.6% |
ICE leads in 4 of 6 categories (Income & Cash Flow, Total Returns). TOST leads in 1 (Profitability & Efficiency). 1 tied.
NCNO vs QTWO vs TOST vs ALKT vs ICE: Key Questions Answered
10 questions · data-driven answers · updated daily
01Is NCNO or QTWO or TOST or ALKT or ICE a better buy right now?
For growth investors, Alkami Technology, Inc.
(ALKT) is the stronger pick with 32. 9% revenue growth year-over-year, versus 7. 5% for Intercontinental Exchange, Inc. (ICE). Intercontinental Exchange, Inc. (ICE) offers the better valuation at 27. 1x trailing P/E (19. 5x forward), making it the more compelling value choice. Analysts rate nCino, Inc. (NCNO) a "Buy" — based on 23 analyst ratings — the highest consensus in this comparison. The "better buy" depends entirely on your goals: growth investors should weight revenue trajectory, value investors should weight P/E and PEG, and income investors should weight dividend yield and streak.
02Which has the better valuation — NCNO or QTWO or TOST or ALKT or ICE?
On trailing P/E, Intercontinental Exchange, Inc.
(ICE) is the cheapest at 27. 1x versus Q2 Holdings, Inc. at 63. 4x. On forward P/E, Q2 Holdings, Inc. is actually cheaper at 18. 0x — notably different from the trailing picture, reflecting expected earnings growth.
03Which is the better long-term investment — NCNO or QTWO or TOST or ALKT or ICE?
Over the past 5 years, Intercontinental Exchange, Inc.
(ICE) delivered a total return of +43. 4%, compared to -68. 6% for nCino, Inc. (NCNO). Over 10 years, the gap is even starker: ICE returned +225. 3% versus NCNO's -80. 6%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.
04Which is safer — NCNO or QTWO or TOST or ALKT or ICE?
By beta (market sensitivity over 5 years), Intercontinental Exchange, Inc.
(ICE) is the lower-risk stock at 0. 33β versus Toast, Inc. 's 1. 44β — meaning TOST is approximately 338% more volatile than ICE relative to the S&P 500. On balance sheet safety, Toast, Inc. (TOST) carries a lower debt/equity ratio of 2% versus 98% for Alkami Technology, Inc. — giving it more financial flexibility in a downturn.
05Which is growing faster — NCNO or QTWO or TOST or ALKT or ICE?
By revenue growth (latest reported year), Alkami Technology, Inc.
(ALKT) is pulling ahead at 32. 9% versus 7. 5% for Intercontinental Exchange, Inc. (ICE). On earnings-per-share growth, the picture is similar: Toast, Inc. grew EPS 1639% year-over-year, compared to -12. 2% for Alkami Technology, Inc.. Over a 3-year CAGR, TOST leads at 31. 1% annualised revenue growth. Higher growth typically commands a higher valuation multiple — check whether the premium P/E or P/S is justified by the growth rate using the PEG ratio.
06Which has better profit margins — NCNO or QTWO or TOST or ALKT or ICE?
Intercontinental Exchange, Inc.
(ICE) is the more profitable company, earning 26. 1% net margin versus -10. 7% for Alkami Technology, Inc. — meaning it keeps 26. 1% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: ICE leads at 38. 7% versus -12. 1% for ALKT. At the gross margin level — before operating expenses — ICE leads at 61. 9%, reflecting greater pricing power or product mix advantage. Stronger margins indicate durable pricing power, lower cost of revenue, or higher mix of software/services. They are one of the clearest signs of business quality.
07Is NCNO or QTWO or TOST or ALKT or ICE more undervalued right now?
On forward earnings alone, Q2 Holdings, Inc.
(QTWO) trades at 18. 0x forward P/E versus 23. 7x for Toast, Inc. — 5. 6x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for NCNO: 81. 8% to $32. 33.
08Which pays a better dividend — NCNO or QTWO or TOST or ALKT or ICE?
In this comparison, ICE (1.
2% yield) pays a dividend. NCNO, QTWO, TOST, ALKT do not pay a meaningful dividend and should not be held primarily for income.
09Is NCNO or QTWO or TOST or ALKT or ICE better for a retirement portfolio?
For long-horizon retirement investors, Intercontinental Exchange, Inc.
(ICE) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 0. 33), 1. 2% yield, +225. 3% 10Y return). Both have compounded well over 10 years (ICE: +225. 3%, TOST: -53. 0%), confirming both are viable long-term holds — but the lower-volatility option typically results in less emotional selling during corrections. Retirement portfolios generally favour predictability over maximum returns. Consult a financial advisor before making allocation decisions.
10What are the main differences between NCNO and QTWO and TOST and ALKT and ICE?
These companies operate in different sectors (NCNO (Technology) and QTWO (Technology) and TOST (Technology) and ALKT (Technology) and ICE (Financial Services)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.
In terms of investment character: NCNO is a small-cap quality compounder stock; QTWO is a small-cap quality compounder stock; TOST is a mid-cap high-growth stock; ALKT is a small-cap high-growth stock; ICE is a mid-cap quality compounder stock. ICE pays a dividend while NCNO, QTWO, TOST, ALKT do not, making them suitable for different income and tax situations. These fundamental differences mean investors should not choose between them on a single metric — the "better stock" depends entirely on which of these characteristics aligns with your investment strategy.
Find Stocks Like These
Explore pre-built screens for each stock's profile, or build a custom screen to find stocks that outperform all of them.
You Might Also Compare
Based on how these companies actually compete and overlap — not just which sector they're filed under.