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SLP logoSimulations Plus, Inc.(SLP)Earnings, Financials & Key Ratios

SLP•NASDAQ
$15.88
$320M mkt cap·Price updated May 6, 2026
SectorHealthcareIndustryHealthcare ITSub-IndustryLife Sciences and Precision Medicine Software
AboutSimulations Plus, Inc. develops drug discovery and development software for modeling and simulation, and prediction of molecular properties utilizing artificial intelligence and machine learning based technology worldwide. It operates through four segments: Simulations Plus, Cognigen, DILIsym, and Lixoft. The company offers GastroPlus, which simulates the absorption and drug interaction of compounds administered to humans and animals; and DDDPlus and MembranePlus simulation products. It also provides products based on mechanistic and mathematical models, such as DILIsym, a quantitative systems pharmacology software; NAFLDsym; IPFsym; RENAsym; and MITOsym. In addition, the company provides Absorption, Distribution, Metabolism, Excretion, and Toxicity Predictor for chemistry-based computer program that takes molecular structures as inputs and predicts their properties; and MedChem Designer, as well as modeling and simulation products comprising MonolixSuite and PKPlus. Further, it provides population modeling and simulation contract research services; training and consulting services designed to accelerate pharmacometrics studies; and clinical-pharmacology-based consulting services in support of regulatory submissions. The company serves pharmaceutical, biotechnology, agrochemical, cosmetics, and food companies, as well as academic and regulatory agencies. Simulations Plus, Inc. was incorporated in 1996 and is headquartered in Lancaster, California.Show more
  • Revenue$79M+13.1%
  • EBITDA-$63M-630.0%
  • Net Income-$65M-750.2%
  • EPS (Diluted)-3.22-757.1%
  • Gross Margin58.38%-5.3%
  • EBITDA Margin-78.96%-568.6%
  • Operating Margin-89.33%-1120.1%
  • Net Margin-81.74%-674.9%
  • ROE-42.13%-845.9%
  • ROIC-39.63%-1336.1%
  • Debt/Equity0.00-10.5%
Technical→

SLP Key Insights

Simulations Plus, Inc. (SLP) fundamental analysis — strengths, weaknesses & financial health based on data analysis

✓Strengths

  • ✓Company is almost debt free
  • ✓FCF machine: 22.0% free cash flow margin
  • ✓Strong 5Y sales CAGR of 13.7%

✗Weaknesses

  • ✗Trading more than 30% below 52-week high

* These insights are generated automatically based on available financial data. Please conduct your own research before making investment decisions.

SLP Price & Volume

Simulations Plus, Inc. (SLP) stock price & volume — 10-year historical chart

Loading chart...

SLP Growth Metrics

Simulations Plus, Inc. (SLP) revenue, earnings & EPS growth — 3, 5 & 10-year CAGR

Revenue CAGR

10 Years15.77%
5 Years13.74%
3 Years13.67%
TTM5.69%

Profit CAGR

10 Years-
5 Years-
3 Years-
TTM-882.08%

EPS CAGR

10 Years-
5 Years-
3 Years-
TTM-895.72%

Return on Capital

10 Years9.99%
5 Years-4.17%
3 Years-12.01%
Last Year-44.1%

SLP Recent Earnings

Simulations Plus, Inc. (SLP) EPS & revenue vs analyst estimates — last 4 quarters

Full history →
●Beat EPS 4/12 qtrs (33%)●Beat Revenue 7/12 qtrs (58%)
Q2 2026Latest
Apr 9, 2026
EPS
$0.35
Est $0.27
+29.6%
Revenue
$24M
Est $22M
+12.2%
Q1 2026
Jan 8, 2026
EPS
$0.13
Est $0.18
-27.8%
Revenue
$18M
Est $18M
+2.0%
Q4 2025
Dec 1, 2025
EPS
$0.10
Est $0.10
+0.0%
Revenue
$17M
Est $17M
+0.4%
Q3 2025
Jul 14, 2025
EPS
$0.45
Est $0.26
+73.1%
Revenue
$20M
Est $21M
-2.7%
QuarterDateEPS (Act vs Est)Revenue (Act vs Est)
Q2 2026LatestApr 9, 2026
$0.35vs $0.27+29.6%
$24Mvs $22M+12.2%
Q1 2026Jan 8, 2026
$0.13vs $0.18-27.8%
$18Mvs $18M+2.0%
Q4 2025Dec 1, 2025
$0.10vs $0.10+0.0%
$17Mvs $17M+0.4%
Q3 2025Jul 14, 2025
$0.45vs $0.26+73.1%
$20Mvs $21M-2.7%
Based on last 12 quarters of dataView full earnings history →

SLP Peer Comparison

Simulations Plus, Inc. (SLP) competitors in Life Sciences and Precision Medicine Software — business model, growth, and fundamentals comparison

Select Columns
Stock Universe
Valuation
Growth
Profitability
Financial Health
Dividends & Buybacks
Price Performance
Technical
Fundamentals ($)
Sector-Specific
CompanyMarket CapStock PriceP/E Ratio (TTM)Revenue Growth 1YNet MarginReturn on Equity (ROE)FCF YieldDebt / Equity
VEEV logoVEEVVeeva Systems Inc.Direct Competitor27.2B167.2930.7516.34%28.44%13.41%0.01
CERT logoCERTCertara, Inc.Direct Competitor1.03B6.26-6268.75%-0.38%-0.15%0.01
SCYX logoSCYXSCYNEXIS, Inc.Direct Competitor42.75M0.98-5.78449.95%-41.79%-19.05%0.04
DSGN logoDSGNDesign Therapeutics, Inc.Product Competitor908.75M14.55-11.93-33.07%0.00
SDGR logoSDGRSchrödinger, Inc.Product Competitor969.87M12.98-9.2123.29%-40.6%-30.85%0.30
RXRX logoRXRXRecursion Pharmaceuticals, Inc.Product Competitor1.53B3.43-2.3826.92%-8.44%-54.32%0.07
ABSI logoABSIAbsci CorporationProduct Competitor924.91M5.95-7.08-38.24%-41.14%-59.68%0.03
TMO logoTMOThermo Fisher Scientific Inc.Supply Chain175.76B472.9526.663.91%15.18%13.23%0.76

Compare SLP vs Peers

Simulations Plus, Inc. (SLP) vs competitors — business, growth, and fundamentals comparison against the closest industry rivals.

Closest Rival

vs VEEV

Most directly comparable listed peer for SLP.

Scale Benchmark

vs TMO

Larger-name benchmark to compare SLP against a more recognizable public peer.

Peer Set

Compare Top 5

vs VEEV, CERT, SCYX, DSGN

SLP Income Statement

Simulations Plus, Inc. (SLP) annual income statement — 10-year revenue, gross profit & net income history

10Y historyFree accessUpdated daily
Line itemAug'17Aug'18Aug'19Aug'20Aug'21Aug'22Aug'23Aug'24Aug'25TTM
Sales/Revenue24.14M29.67M33.97M41.59M46.47M53.91M59.58M70.01M79.18M78.68M
Revenue Growth %20.86%22.9%14.51%22.43%11.73%16.01%10.52%17.52%13.09%5.69%
Cost of Goods Sold6.31M7.99M9.03M10.65M10.6M10.82M11.63M26.86M32.96M31.78M
COGS % of Revenue26.13%26.95%26.57%25.61%22.81%20.08%19.52%38.37%41.62%-
Gross Profit
17.83M▲ 0%
21.67M▲ 21.5%
24.94M▲ 15.1%
30.94M▲ 24.0%
35.87M▲ 15.9%
43.08M▲ 20.1%
47.95M▲ 11.3%
43.15M▼ 10.0%
46.22M▲ 7.1%
46.89M▲ 0%
Gross Margin %73.87%73.05%73.43%74.39%77.19%79.92%80.48%61.63%58.38%59.6%
Gross Profit Growth %16%21.55%15.1%24.04%15.92%20.12%11.29%-10%7.11%-
Operating Expenses9.57M11.37M14.3M19.34M24.61M28.17M39.22M37.02M116.95M117.04M
OpEx % of Revenue39.63%38.34%42.08%46.49%52.97%52.26%65.83%52.88%147.7%-
Selling, General & Admin8.2M9.58M11.8M16.36M20.57M24.96M34.72M31.27M32.84M31.8M
SG&A % of Revenue33.96%32.31%34.72%39.34%44.26%46.31%58.27%44.66%41.48%-
Research & Development1.37M1.79M2.5M2.98M4.05M3.21M4.5M5.75M6.88M8.02M
R&D % of Revenue5.67%6.04%7.36%7.15%8.71%5.95%7.56%8.22%8.69%-
Other Operating Expenses0000000077.22M1000K
Operating Income
8.26M▲ 0%
10.3M▲ 24.6%
10.65M▲ 3.4%
11.61M▲ 9.0%
11.25M▼ 3.0%
14.91M▲ 32.5%
8.72M▼ 41.5%
6.13M▼ 29.7%
-70.73M▼ 1253.6%
-70.14M▲ 0%
Operating Margin %34.24%34.71%31.35%27.9%24.22%27.66%14.64%8.76%-89.33%-89.15%
Operating Income Growth %14.28%24.61%3.4%8.99%-3.03%32.51%-41.49%-29.73%-1253.63%-
EBITDA10.4M13.02M13.4M14.57M14.84M18.48M12.56M11.8M-62.52M-62.85M
EBITDA Margin %43.08%43.88%39.44%35.03%31.94%34.29%21.09%16.85%-78.96%-79.88%
EBITDA Growth %13.48%25.19%2.91%8.73%1.89%24.54%-32.03%-6.12%-629.99%-617.88%
D&A (Non-Cash Add-back)2.14M2.72M2.75M2.96M3.59M3.57M3.84M5.67M8.21M7.29M
EBIT8.28M10.3M10.56M11.39M11.11M15.12M9.22M6.13M6.49M7.34M
Net Interest Income-22.33K27.12K34K30K179K717K4.13M4.38M722K830K
Interest Income15.86K27.12K34K30K201K717K4.13M4.38M722K830K
Interest Expense38.19K00022K00000
Other Income/Expense-24.02K-158.85K-92K-218K-168K204K2.97M6.28M1.35M1.47M
Pretax Income
8.24M▲ 0%
10.14M▲ 23.0%
10.56M▲ 4.1%
11.39M▲ 7.9%
11.09M▼ 2.7%
15.12M▲ 36.4%
11.7M▼ 22.6%
12.41M▲ 6.1%
-69.38M▼ 659.0%
-68.68M▲ 0%
Pretax Margin %34.14%34.18%31.07%27.38%23.86%28.04%19.63%17.73%-87.62%-87.29%
Income Tax2.45M1.2M1.97M2.06M1.3M2.63M1.73M2.46M-4.66M-4.43M
Effective Tax Rate %29.76%11.88%18.69%18.05%11.75%17.41%14.83%19.8%6.72%6.45%
Net Income
5.79M▲ 0%
8.93M▲ 54.4%
8.58M▼ 3.9%
9.33M▲ 8.7%
9.78M▲ 4.8%
12.48M▲ 27.6%
9.96M▼ 20.2%
9.95M▼ 0.1%
-64.72M▼ 750.2%
-64.25M▲ 0%
Net Margin %23.98%30.12%25.27%22.44%21.05%23.16%16.72%14.22%-81.74%-81.66%
Net Income Growth %16.92%54.38%-3.94%8.73%4.82%27.61%-20.2%-0.07%-750.17%-882.08%
Net Income (Continuing)5.79M8.93M8.58M9.33M9.78M12.48M9.96M9.95M-64.72M-64.25M
Discontinued Operations0000000000
Minority Interest0000000000
EPS (Diluted)
0.33▲ 0%
0.50▲ 51.5%
0.48▼ 4.0%
0.50▲ 4.2%
0.47▼ 6.0%
0.60▲ 27.7%
0.49▼ 18.3%
0.49▲ 0.0%
-3.22▼ 757.1%
-3.18▲ 0%
EPS Growth %13.79%51.52%-4%4.17%-6%27.66%-18.33%0%-757.14%-895.72%
EPS (Basic)0.340.520.490.520.490.620.500.50-3.22-
Diluted Shares Outstanding17.52M17.86M18.06M18.54M20.74M20.75M20.46M20.3M20.1M20.22M
Basic Shares Outstanding17.24M17.33M17.49M17.82M20.05M20.2M20.07M19.99M20.1M20.14M
Dividend Payout Ratio59.58%46.58%48.9%45.55%49.18%38.82%48.28%48.18%--

SLP Balance Sheet

Simulations Plus, Inc. (SLP) balance sheet — assets, liabilities & shareholders' equity

Line itemAug'17Aug'18Aug'19Aug'20Aug'21Aug'22Aug'23Aug'24Aug'25TTM
Total Current Assets12.67M17.82M21.17M129.09M139.31M146.79M130.37M39.34M51.55M58.14M
Cash & Short-Term Investments6.22M9.4M11.44M116.01M123.6M128.24M115.46M20.25M32.35M35.69M
Cash Only6.22M9.4M11.44M49.21M36.98M51.57M57.52M10.31M30.85M30.19M
Short-Term Investments00066.8M86.62M76.67M57.94M9.94M1.5M5.5M
Accounts Receivable5.53M7.5M8.26M10.52M13.05M13.79M10.2M9.14M14.62M12.15M
Days Sales Outstanding83.6292.2888.7592.28102.5293.3562.547.6367.3867.32
Inventory462.44K312.59K765.11K969.69K1.01M1.39M804K000
Days Inventory Outstanding26.7614.2730.9433.2434.8546.9225.23---
Other Current Assets459.9K610.44K704.32K1.6M1.65M3.38M3.9M7.75M2.8M10.3M
Total Non-Current Assets25.84M26.33M24.93M40.73M42.3M43.71M62.27M168.3M80.39M79.69M
Property, Plant & Equipment291.13K335.22K341.14K1.36M3.11M2.05M1.92M1.84M1.29M1.18M
Fixed Asset Turnover82.91x88.50x99.58x30.48x14.92x26.27x31.06x38.07x61.52x60.49x
Goodwill10.39M10.39M10.39M12.92M12.92M12.92M19.1M96.08M43.72M43.72M
Intangible Assets15.13M14.7M13.27M24.99M24.58M26.18M32.85M58.84M29.21M28.8M
Long-Term Investments0000000000
Other Non-Current Assets34.08K37.23K37.23K50.97K51K439K425K542K1.4M3.67M
Total Assets
38.51M▲ 0%
44.15M▲ 14.6%
46.09M▲ 4.4%
169.82M▲ 268.4%
181.61M▲ 6.9%
190.5M▲ 4.9%
192.64M▲ 1.1%
207.64M▲ 7.8%
131.94M▼ 36.5%
137.83M▲ 0%
Asset Turnover0.63x0.67x0.74x0.24x0.26x0.28x0.31x0.34x0.60x0.52x
Asset Growth %38.46%14.64%4.41%268.41%6.95%4.89%1.12%7.78%-36.46%-92.89%
Total Current Liabilities2.04M4.83M4.78M5.5M11.57M7.74M11.99M12.07M6.72M10.34M
Accounts Payable240.89K351.61K204.07K351K387K225K144K602K470K863K
Days Payables Outstanding13.9416.058.2512.0313.337.594.528.185.2112.06
Short-Term Debt000463.46K382K461K442K475K206K179K
Deferred Revenue (Current)570.92K766.53K1.18M440.47K651K2.86M3.1M2M2.7M16.11M
Other Current Liabilities1.23M3.71M3.4M4.25M10.15M931K3.91M4.48M1.34M922K
Current Ratio6.20x3.69x4.42x23.45x12.04x18.98x10.88x3.26x7.67x7.67x
Quick Ratio5.98x3.63x4.26x23.28x11.95x18.80x10.81x3.26x7.67x7.67x
Cash Conversion Cycle96.4490.5111.44113.49124.04132.6883.21--55.26
Total Non-Current Liabilities10.67M7.4M3.63M8.28M4.26M4.52M10.62M13.14M410K378K
Long-Term Debt0000000000
Capital Lease Obligations000463.31K896K943K755K531K410K1.72M
Deferred Tax Liabilities4.93M4.07M3.63M3.75M3.36M3.58M6.54M12.61M0701K
Other Non-Current Liabilities5.74M3.33M04.06M003.33M000
Total Liabilities12.71M12.23M8.41M13.78M15.83M12.26M22.61M25.21M7.13M10.72M
Total Debt000926.78K1.28M1.4M1.2M1.01M616K557K
Net Debt-6.22M-9.4M-11.44M-48.28M-35.71M-50.16M-56.33M-9.3M-30.24M-29.63M
Debt / Equity---0.01x0.01x0.01x0.01x0.01x0.00x0.00x
Debt / EBITDA---0.06x0.09x0.08x0.10x0.09x--0.01x
Net Debt / EBITDA-0.60x-0.72x-0.85x-3.31x-2.41x-2.71x-4.48x-0.79x-0.47x
Interest Coverage216.41x---511.50x-----
Total Equity
25.8M▲ 0%
31.92M▲ 23.7%
37.68M▲ 18.0%
156.04M▲ 314.1%
165.78M▲ 6.2%
178.25M▲ 7.5%
170.03M▼ 4.6%
182.43M▲ 7.3%
124.8M▼ 31.6%
127.11M▲ 0%
Equity Growth %13.51%23.71%18.04%314.09%6.25%7.52%-4.61%7.29%-31.59%-87.26%
Book Value per Share1.471.792.098.427.998.598.318.996.216.29
Total Shareholders' Equity25.8M31.92M37.68M156.04M165.78M178.25M170.03M182.43M124.8M127.11M
Common Stock7.28K7.42K7.59K9.93K133.42M138.51M144.97M20K20K20K
Retained Earnings13.69M18.46M22.35M27.44M32.41M40.04M25.2M30.35M-34.36M-33.69M
Treasury Stock0000000000
Accumulated OCI00058.47K-43K-308K-141K-251K-271K-277K
Minority Interest0000000000

SLP Cash Flow Statement

Simulations Plus, Inc. (SLP) cash flow — operating, investing & free cash flow history

Line itemAug'17Aug'18Aug'19Aug'20Aug'21Aug'22Aug'23Aug'24Aug'25TTM
Cash from Operations6.88M9.29M11.64M10.91M19.2M17.9M21.86M13.32M18.13M18.13M
Operating CF Margin %28.49%31.31%34.26%26.24%41.33%33.21%36.69%19.02%22.89%-
Operating CF Growth %27.01%35.03%25.32%-6.24%75.98%-6.79%22.1%-39.06%36.08%708.95%
Net Income5.79M8.93M8.58M9.33M9.78M12.48M9.96M9.95M-64.72M-64.25M
Depreciation & Amortization2.14M2.72M2.75M2.96M3.59M3.57M3.84M5.67M8.21M7.29M
Stock-Based Compensation585.02K709.08K1.08M1.58M2.75M3.04M4.83M6.54M6.35M6.25M
Deferred Taxes-178.37K-1.73M-299.1K-377.76K-628K-270K-2.1M-1.76M-5.43M-5.3M
Other Non-Cash Items74.95K152.75K109.06K202.03K2.73M1.7M219K-2.86M76.29M76.44M
Working Capital Changes-1.53M-1.5M-582.96K-2.78M974K-2.62M5.1M-4.21M-2.59M3.21M
Change in Receivables-876.23K-1.47M487.97K-2.02M-2.43M-3.94M4.1M3.13M-581K650K
Change in Inventory-378.99K-339.46K-1.31M-247.25K3.15M00000
Change in Payables99.34K110.71K-147.53K220.58K39K-162K-81K-477K-132K-257K
Cash from Investing-4.36M-2.33M-1.96M-75.51M-26.74M4.3M7.37M-53.97M3.56M1.8M
Capital Expenditures-1.56M-2.33M-1.96M-2.58M-4.58M-3.97M-4.27M-566K-713K-1.53M
CapEx % of Revenue6.46%7.85%5.76%6.21%9.85%7.36%7.17%0.81%0.9%-
Acquisitions-2.8M00-5.67M2.95M3.15M-8.22M-98.77M00
Investments----------
Other Investing-1.38M-2.15M0-2.35M-2.95M-3.15M0-3.73M-4.24M-3.19M
Cash from Financing-4.34M-3.77M-7.65M102.37M-4.68M-7.62M-23.27M-6.57M-1.15M-1.43M
Debt Issued (Net)0000000000
Equity Issued (Net)0001000K1000K891K-1000K731K430K144K
Dividends Paid-3.45M-4.16M-4.2M-4.25M-4.81M-4.85M-4.81M-4.8M00
Share Repurchases000000-20M000
Other Financing-888.6K388.25K-3.45M-1.13M-1.33M-3.67M1.54M-2.5M-1.58M-1.58M
Net Change in Cash
-1.81M▲ 0%
3.18M▲ 275.5%
2.03M▼ 36.1%
37.77M▲ 1756.3%
-12.22M▼ 132.4%
14.58M▲ 219.3%
5.96M▼ 59.2%
-47.21M▼ 892.7%
20.54M▲ 143.5%
24M▲ 0%
Free Cash Flow
5.32M▲ 0%
6.96M▲ 30.8%
9.68M▲ 39.1%
8.33M▼ 14.0%
14.63M▲ 75.6%
13.93M▼ 4.8%
17.58M▲ 26.2%
12.75M▼ 27.5%
17.41M▲ 36.5%
23.01M▲ 0%
FCF Margin %22.03%23.46%28.5%20.02%31.48%25.84%29.51%18.22%21.99%29.24%
FCF Growth %27.22%30.85%39.15%-14%75.65%-4.77%26.22%-27.46%36.53%167.68%
FCF per Share0.300.390.540.450.710.670.860.630.870.87
FCF Conversion (FCF/Net Income)1.19x1.04x1.36x1.17x1.96x1.43x2.19x1.34x-0.28x-0.36x
Interest Paid0000000000
Taxes Paid2.69M2.71M2.67M2.35M1.86M3.23M3.2M5.69M1.16M-112K

SLP Key Ratios

Simulations Plus, Inc. (SLP) financial ratios — P/E, ROE, debt and 30+ core market and balance-sheet ratios

Metric201720182019202020212022202320242025TTM
Return on Equity (ROE)23.85%30.96%24.66%9.63%6.08%7.26%5.72%5.65%-42.13%-50.54%
Return on Invested Capital (ROIC)36.15%36.68%32.75%12.99%7.1%8.66%5.41%3.21%-39.63%-39.63%
Gross Margin73.87%73.05%73.43%74.39%77.19%79.92%80.48%61.63%58.38%59.6%
Net Margin23.98%30.12%25.27%22.44%21.05%23.16%16.72%14.22%-81.74%-81.66%
Debt / Equity---0.01x0.01x0.01x0.01x0.01x0.00x0.00x
Interest Coverage216.41x---511.50x-----
FCF Conversion1.19x1.04x1.36x1.17x1.96x1.43x2.19x1.34x-0.28x-0.36x
Revenue Growth20.86%22.9%14.51%22.43%11.73%16.01%10.52%17.52%13.09%5.69%

SLP SEC Filings & Documents

Simulations Plus, Inc. (SLP) SEC filings — annual & quarterly reports (10-K, 10-Q)

8-K Announcements

6
Material company update

Apr 9, 2026·SEC

Material company update

Feb 18, 2026·SEC

Material company update

Jan 8, 2026·SEC

10-K Annual Reports

3
FY 2025

Dec 1, 2025·SEC

FY 2024

Oct 30, 2024·SEC

FY 2023

Oct 27, 2023·SEC

10-Q Quarterly Reports

6
FY 2026

Apr 10, 2026·SEC

FY 2026

Jan 9, 2026·SEC

FY 2025

Jul 15, 2025·SEC

SLP Frequently Asked Questions

Simulations Plus, Inc. (SLP) stock FAQ — growth, dividends, profitability & financials explained

Growth & Financials

Simulations Plus, Inc. (SLP) reported $78.7M in revenue for fiscal year 2025. This represents a 2926% increase from $2.6M in 1996.

Simulations Plus, Inc. (SLP) grew revenue by 13.1% over the past year. This is steady growth.

Simulations Plus, Inc. (SLP) reported a net loss of $64.2M for fiscal year 2025.

Dividend & Returns

Simulations Plus, Inc. (SLP) has a return on equity (ROE) of -42.1%. Negative ROE indicates the company is unprofitable.

Simulations Plus, Inc. (SLP) generated $23.0M in free cash flow for fiscal year 2025. Positive FCF indicates the company can fund dividends, buybacks, or reinvestment.

Explore More SLP

Simulations Plus, Inc. (SLP) financial analysis — history, returns, DCA and operating performance tools

Total Return Calculator

Historical returns with dividends reinvested

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DCA Calculator

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Dividend History

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Earnings History

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Price History

Long-term charts & historical price data

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Revenue History

Sales growth patterns & revenue breakdown

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Financial Ratios

30 years of market, efficiency and balance-sheet ratios

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Valuation

DCF intrinsic value, peer multiples & estimates

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