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BFRG vs SDGR vs RXRX vs ABSI vs ILMN

Revenue, margins, valuation, and 5-year total return — side by side.

Live fundamentals10-year financials5-year price chart
BFRG
Bullfrog AI Holdings, Inc. Common Stock

Medical - Healthcare Information Services

HealthcareNASDAQ • US
Market Cap$7M
5Y Perf.-86.4%
SDGR
Schrödinger, Inc.

Medical - Healthcare Information Services

HealthcareNASDAQ • US
Market Cap$992M
5Y Perf.-38.9%
RXRX
Recursion Pharmaceuticals, Inc.

Biotechnology

HealthcareNASDAQ • US
Market Cap$1.46B
5Y Perf.-59.9%
ABSI
Absci Corporation

Biotechnology

HealthcareNASDAQ • US
Market Cap$894M
5Y Perf.+171.2%
ILMN
Illumina, Inc.

Medical - Diagnostics & Research

HealthcareNASDAQ • US
Market Cap$21.07B
5Y Perf.-28.3%

BFRG vs SDGR vs RXRX vs ABSI vs ILMN — Key Financials

Market cap, revenue, margins, and valuation side-by-side.

Company Snapshot
BFRG logoBFRG
SDGR logoSDGR
RXRX logoRXRX
ABSI logoABSI
ILMN logoILMN
IndustryMedical - Healthcare Information ServicesMedical - Healthcare Information ServicesBiotechnologyBiotechnologyMedical - Diagnostics & Research
Market Cap$7M$992M$1.46B$894M$21.07B
Revenue (TTM)$117K$255M$66M$2M$4.39B
Net Income (TTM)$-7M$-103M$-560M$-118M$853M
Gross Margin18.8%55.3%-34.4%-13.4%67.1%
Operating Margin-58.8%-64.7%-8.8%-60.3%20.9%
Forward P/E26.8x
Total Debt$0.00$109M$78M$5M$2.55B
Cash & Equiv.$2.18T$231M$743M$20M$1.42B

BFRG vs SDGR vs RXRX vs ABSI vs ILMNLong-Term Stock Performance

Price return indexed to 100 at period start. Dividends excluded.

BFRG
SDGR
RXRX
ABSI
ILMN
StockFeb 23May 26Return
Bullfrog AI Holding… (BFRG)10013.6-86.4%
Schrödinger, Inc. (SDGR)10061.1-38.9%
Recursion Pharmaceu… (RXRX)10040.1-59.9%
Absci Corporation (ABSI)100271.2+171.2%
Illumina, Inc. (ILMN)10071.7-28.3%

Price return only. Dividends and distributions are not included.

Quick Verdict: BFRG vs SDGR vs RXRX vs ABSI vs ILMN

Each card shows where this stock fits in a portfolio — not just who wins on paper.

Bottom line: ILMN leads in 4 of 7 categories (5-stock set), making it the strongest pick for valuation and capital efficiency and profitability and margin quality. Recursion Pharmaceuticals, Inc. is the stronger pick specifically for growth and revenue expansion. ABSI also leads in specific categories worth noting. As sector peers, any of these can serve as alternatives in the same allocation.
BFRG
Bullfrog AI Holdings, Inc. Common Stock
The Healthcare Pick

BFRG lags the leaders in this set but could rank higher in a more targeted comparison.

Best for: healthcare exposure
SDGR
Schrödinger, Inc.
The Growth Angle

Among these 5 stocks, SDGR doesn't own a clear edge in any measured category.

Best for: healthcare exposure
RXRX
Recursion Pharmaceuticals, Inc.
The Growth Play

RXRX is the #2 pick in this set and the best alternative if growth exposure is your priority.

  • Rev growth 26.9%, EPS growth 14.8%, 3Y rev CAGR 23.5%
  • 26.9% revenue growth vs ABSI's -38.2%
Best for: growth exposure
ABSI
Absci Corporation
The Defensive Pick

ABSI ranks third and is worth considering specifically for sleep-well-at-night and defensive.

  • Lower volatility, beta 2.82, Low D/E 2.8%, current ratio 6.57x
  • Beta 2.82, current ratio 6.57x
  • +116.2% vs BFRG's -62.0%
Best for: sleep-well-at-night and defensive
ILMN
Illumina, Inc.
The Income Pick

ILMN carries the broadest edge in this set and is the clearest fit for income & stability and long-term compounding.

  • beta 1.23
  • 0.7% 10Y total return vs SDGR's -53.6%
  • Better valuation composite
  • 19.4% margin vs ABSI's -73.1%
Best for: income & stability and long-term compounding
See the full category breakdown
CategoryWinnerWhy
GrowthRXRX logoRXRX26.9% revenue growth vs ABSI's -38.2%
ValueILMN logoILMNBetter valuation composite
Quality / MarginsILMN logoILMN19.4% margin vs ABSI's -73.1%
Stability / SafetyILMN logoILMNBeta 1.23 vs RXRX's 3.18
DividendsTieNone of these 5 stocks pay a meaningful dividend
Momentum (1Y)ABSI logoABSI+116.2% vs BFRG's -62.0%
Efficiency (ROA)ILMN logoILMN13.4% ROA vs BFRG's -177.1%

BFRG vs SDGR vs RXRX vs ABSI vs ILMN — Revenue Breakdown by Segment

How each company's revenue is distributed across its business units

BFRGBullfrog AI Holdings, Inc. Common Stock

Segment breakdown not available.

SDGRSchrödinger, Inc.
FY 2025
Software Products And Services
34.2%$200M
Revenue From Contract With Customer Before Software Contribution
31.5%$184M
On Premise Software
17.4%$101M
Hosted Software
7.7%$45M
Maintenance
4.7%$27M
Software Contribution
2.7%$16M
Professional Services
1.7%$10M
RXRXRecursion Pharmaceuticals, Inc.
FY 2025
License and Service
99.4%$74M
Grant
0.6%$425,000
ABSIAbsci Corporation

Segment breakdown not available.

ILMNIllumina, Inc.
FY 2025
Sequencing
91.8%$4.0B
Microarray
8.2%$358M

BFRG vs SDGR vs RXRX vs ABSI vs ILMN — Financial Metrics

Side-by-side numbers across 5 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLILMNLAGGINGRXRX

Income & Cash Flow (Last 12 Months)

ILMN leads this category, winning 5 of 6 comparable metrics.

ILMN is the larger business by revenue, generating $4.4B annually — 37636.1x BFRG's $116,670. ILMN is the more profitable business, keeping 19.4% of every revenue dollar as net income compared to ABSI's -73.1%. On growth, ILMN holds the edge at +4.8% YoY revenue growth, suggesting stronger near-term business momentum.

MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
RevenueTrailing 12 months$116,670$255M$66M$2M$4.4B
EBITDAEarnings before interest/tax-$7M-$159M-$521M-$116M$1.1B
Net IncomeAfter-tax profit-$7M-$103M-$560M-$118M$853M
Free Cash FlowCash after capex-$6M-$148M-$326M-$99M$989M
Gross MarginGross profit ÷ Revenue+18.8%+55.3%-34.4%-13.4%+67.1%
Operating MarginEBIT ÷ Revenue-58.8%-64.7%-8.8%-60.3%+20.9%
Net MarginNet income ÷ Revenue-57.7%-40.6%-8.4%-73.1%+19.4%
FCF MarginFCF ÷ Revenue-48.1%-58.2%-4.9%-60.8%+22.5%
Rev. Growth (YoY)Latest quarter vs prior year-1.6%-56.1%-100.0%+4.8%
EPS Growth (YoY)Latest quarter vs prior year+31.8%+1.2%+56.0%+9.5%+6.1%
ILMN leads this category, winning 5 of 6 comparable metrics.

Valuation Metrics

BFRG leads this category, winning 2 of 4 comparable metrics.
MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
Market CapShares × price$7M$992M$1.5B$894M$21.1B
Enterprise ValueMkt cap + debt − cash-$2.18T$871M$797M$879M$22.2B
Trailing P/EPrice ÷ TTM EPS-1.03x-9.42x-2.27x-6.85x25.45x
Forward P/EPrice ÷ next-FY EPS est.26.77x
PEG RatioP/E ÷ EPS growth rate6.01x
EV / EBITDAEnterprise value multiple19.58x
Price / SalesMarket cap ÷ Revenue0.00x3.88x19.58x319.22x4.86x
Price / BookPrice ÷ Book value/share0.00x2.68x1.29x4.15x7.95x
Price / FCFMarket cap ÷ FCF79.66x22.63x
BFRG leads this category, winning 2 of 4 comparable metrics.

Profitability & Efficiency

ILMN leads this category, winning 6 of 9 comparable metrics.

ILMN delivers a 32.8% return on equity — every $100 of shareholder capital generates $33 in annual profit, vs $-2 for BFRG. ABSI carries lower financial leverage with a 0.03x debt-to-equity ratio, signaling a more conservative balance sheet compared to ILMN's 0.94x. On the Piotroski fundamental quality scale (0–9), ILMN scores 8/9 vs BFRG's 3/9, reflecting strong financial health.

MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
ROE (TTM)Return on equity-2.2%-30.8%-54.3%-63.6%+32.8%
ROA (TTM)Return on assets-177.1%-15.3%-40.6%-54.7%+13.4%
ROICReturn on invested capital-39.4%-95.8%-58.0%+16.8%
ROCEReturn on capital employed-6.2%-28.6%-50.1%-65.9%+17.6%
Piotroski ScoreFundamental quality 0–934448
Debt / EquityFinancial leverage0.30x0.07x0.03x0.94x
Net DebtTotal debt minus cash-$2.18T-$121M-$665M-$15M$1.1B
Cash & Equiv.Liquid assets$2.18T$231M$743M$20M$1.4B
Total DebtShort + long-term debt$0$109M$78M$5M$2.6B
Interest CoverageEBIT ÷ Interest expense-958.75x-336.46x-865.97x12.09x
ILMN leads this category, winning 6 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

ABSI leads this category, winning 4 of 6 comparable metrics.

A $10,000 investment in ILMN five years ago would be worth $3,717 today (with dividends reinvested), compared to $1,000 for BFRG. Over the past 12 months, ABSI leads with a +116.2% total return vs BFRG's -62.0%. The 3-year compound annual growth rate (CAGR) favors ABSI at 59.4% vs BFRG's -42.6% — a key indicator of consistent wealth creation.

MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
YTD ReturnYear-to-date-26.2%-26.1%-22.1%+59.3%+3.2%
1-Year ReturnPast 12 months-62.0%-44.0%-22.0%+116.2%+81.7%
3-Year ReturnCumulative with dividends-81.1%-52.1%-41.6%+304.9%-27.1%
5-Year ReturnCumulative with dividends-90.0%-80.6%-88.2%-73.4%-62.8%
10-Year ReturnCumulative with dividends-90.0%-53.6%-81.8%-73.4%+0.7%
CAGR (3Y)Annualised 3-year return-42.6%-21.8%-16.4%+59.4%-10.0%
ABSI leads this category, winning 4 of 6 comparable metrics.

Risk & Volatility

Evenly matched — ABSI and ILMN each lead in 1 of 2 comparable metrics.

ILMN is the less volatile stock with a 1.23 beta — it tends to amplify market swings less than RXRX's 3.18 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. ABSI currently trades 92.2% from its 52-week high vs BFRG's 31.8% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
Beta (5Y)Sensitivity to S&P 5003.07x1.72x3.18x2.82x1.23x
52-Week HighHighest price in past year$2.04$27.63$7.18$6.24$155.53
52-Week LowLowest price in past year$0.42$10.95$2.80$2.24$73.86
% of 52W HighCurrent price vs 52-week peak+31.8%+48.1%+45.5%+92.2%+89.2%
RSI (14)Momentum oscillator 0–10042.259.849.583.665.2
Avg Volume (50D)Average daily shares traded13.6M1.3M12.5M4.4M1.5M
Evenly matched — ABSI and ILMN each lead in 1 of 2 comparable metrics.

Analyst Outlook

Insufficient data to determine a leader in this category.

Analyst consensus: SDGR as "Buy", RXRX as "Hold", ABSI as "Buy", ILMN as "Buy". Consensus price targets imply 236.4% upside for RXRX (target: $11) vs 6.3% for ILMN (target: $147).

MetricBFRG logoBFRGBullfrog AI Holdi…SDGR logoSDGRSchrödinger, Inc.RXRX logoRXRXRecursion Pharmac…ABSI logoABSIAbsci CorporationILMN logoILMNIllumina, Inc.
Analyst RatingConsensus buy/hold/sellBuyHoldBuyBuy
Price TargetConsensus 12-month target$18.00$11.00$6.16$147.38
# AnalystsCovering analysts12101250
Dividend YieldAnnual dividend ÷ price
Dividend StreakConsecutive years of raises
Dividend / ShareAnnual DPS
Buyback YieldShare repurchases ÷ mkt cap0.0%0.0%0.0%0.0%+3.5%
Insufficient data to determine a leader in this category.
Key Takeaway

ILMN leads in 2 of 6 categories (Income & Cash Flow, Profitability & Efficiency). BFRG leads in 1 (Valuation Metrics). 1 tied.

Best OverallIllumina, Inc. (ILMN)Leads 2 of 6 categories
Loading custom metrics...

BFRG vs SDGR vs RXRX vs ABSI vs ILMN: Key Questions Answered

9 questions · data-driven answers · updated daily

01

Is BFRG or SDGR or RXRX or ABSI or ILMN a better buy right now?

For growth investors, Recursion Pharmaceuticals, Inc.

(RXRX) is the stronger pick with 26. 9% revenue growth year-over-year, versus -38. 2% for Absci Corporation (ABSI). Illumina, Inc. (ILMN) offers the better valuation at 25. 5x trailing P/E (26. 8x forward), making it the more compelling value choice. Analysts rate Schrödinger, Inc. (SDGR) a "Buy" — based on 12 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.

02

Which is the better long-term investment — BFRG or SDGR or RXRX or ABSI or ILMN?

Over the past 5 years, Illumina, Inc.

(ILMN) delivered a total return of -62. 8%, compared to -90. 0% for Bullfrog AI Holdings, Inc. Common Stock (BFRG). Over 10 years, the gap is even starker: ILMN returned +0. 7% versus BFRG's -90. 0%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

03

Which is safer — BFRG or SDGR or RXRX or ABSI or ILMN?

By beta (market sensitivity over 5 years), Illumina, Inc.

(ILMN) is the lower-risk stock at 1. 23β versus Recursion Pharmaceuticals, Inc. 's 3. 18β — meaning RXRX is approximately 157% more volatile than ILMN relative to the S&P 500. On balance sheet safety, Absci Corporation (ABSI) carries a lower debt/equity ratio of 3% versus 94% for Illumina, Inc. — giving it more financial flexibility in a downturn.

04

Which is growing faster — BFRG or SDGR or RXRX or ABSI or ILMN?

By revenue growth (latest reported year), Recursion Pharmaceuticals, Inc.

(RXRX) is pulling ahead at 26. 9% versus -38. 2% for Absci Corporation (ABSI). On earnings-per-share growth, the picture is similar: Illumina, Inc. grew EPS 170. 9% year-over-year, compared to 10. 6% for Absci Corporation. Over a 3-year CAGR, BFRG leads at 225. 8% 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.

05

Which has better profit margins — BFRG or SDGR or RXRX or ABSI or ILMN?

Illumina, Inc.

(ILMN) is the more profitable company, earning 19. 6% net margin versus -55. 7% for Bullfrog AI Holdings, Inc. Common Stock — meaning it keeps 19. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: ILMN leads at 19. 9% versus -56. 5% for BFRG. At the gross margin level — before operating expenses — ILMN leads at 66. 7%, 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.

06

Is BFRG or SDGR or RXRX or ABSI or ILMN more undervalued right now?

Analyst consensus price targets imply the most upside for RXRX: 236.

4% to $11. 00.

07

Which pays a better dividend — BFRG or SDGR or RXRX or ABSI or ILMN?

None of the stocks in this comparison currently pay a material dividend.

All are effectively zero-yield and should be held for capital appreciation rather than income.

08

Is BFRG or SDGR or RXRX or ABSI or ILMN better for a retirement portfolio?

For long-horizon retirement investors, Illumina, Inc.

(ILMN) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 1. 23)). Bullfrog AI Holdings, Inc. Common Stock (BFRG) carries a higher beta of 3. 07 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (ILMN: +0. 7%, BFRG: -90. 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.

09

What are the main differences between BFRG and SDGR and RXRX and ABSI and ILMN?

Both stocks operate in the Healthcare sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.

In terms of investment character: BFRG is a small-cap quality compounder stock; SDGR is a small-cap high-growth stock; RXRX is a small-cap high-growth stock; ABSI is a small-cap quality compounder stock; ILMN is a mid-cap quality compounder stock. 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.

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