Sifting through countless of stocks in the Software industry can be tedious, and sometimes two stocks are just too similar to judge which is the better investment. If you’re on the fence about investing in Aurora Innovation, Inc., Vertex or Inc. because you’re not sure how they measure up, it’s important to compare them on a few factors before making your decision.

Read on to learn how Aurora Innovation, Inc., Vertex and Inc. compare based on key financial metrics to determine which better meets your investment needs.

About Aurora Innovation, Inc., Vertex and Inc.

Aurora Innovation, Inc. engages in the self-driving technology business in the United States. It focuses on developing Aurora Driver, a platform that brings a suite of self-driving hardware, software, and data services together to adapt and interoperate various vehicle types and applications. The company was founded in 2017 and is headquartered in Pittsburgh, Pennsylvania.

Vertex, Inc., together with its subsidiaries, provides enterprise tax technology solutions for retail trade, wholesale trade, and manufacturing industries in the United States and internationally. The company offers transaction determination; compliance and reporting, including workflow management tools; tax data management and document management solutions; analytics and insights; pre-built integration that includes mapping data fields, and business logic and configurations; industry-specific solutions support certain industries for indirect tax needs, such as retail, communications, and leasing; and technology specific solutions, such as chain flow accelerator and SAP-specific tools. It provides implementation services, such as configuration, data migration and implementation, and support and training; E-invoicing, an end-to-end e-invoicing process; and managed services, including indirect tax return preparation, filing and tax payment, and notice management. The company sells its software products through software licenses and software as a service subscription. Vertex, Inc. has a strategic collaboration with xSuite Group GmbH to support SAP customers. The company was founded in 1978 and is headquartered in King of Prussia, Pennsylvania.

Latest Software and Aurora Innovation, Inc., Vertex, Inc. Stock News

As of September 2, 2026, Aurora Innovation, Inc. had a $11.7 billion market capitalization, compared to the Software median of $1.0 million. Aurora Innovation, Inc.’s stock is up 64.6% in 2026, up 11.1% in the previous five trading days and up 0.86% in the past year.

Currently, Aurora Innovation, Inc. does not have a price-earnings ratio. Aurora Innovation, Inc.’s trailing 12-month revenue is $5.0 million with a % net profit margin. Year-over-year quarterly sales growth most recently was 100.0%. Analysts expect adjusted earnings to reach $-0.490 per share for the current fiscal year. Aurora Innovation, Inc. does not currently pay a dividend.

Currently, Vertex, Inc.’s price-earnings ratio is 612.7. Vertex, Inc.’s trailing 12-month revenue is $787.4 million with a 0.5% net profit margin. Year-over-year quarterly sales growth most recently was 10.5%. Analysts expect adjusted earnings to reach $0.822 per share for the current fiscal year. Vertex, Inc. does not currently pay a dividend.

How We Compare Aurora Innovation, Inc., Vertex and Inc. Stock Grades

Stock evaluation requires access to huge amounts of data and the knowledge and time to sift through it all, make sense of financial ratios, read income statements and analyze recent stock movements. AAII created A+ Investor, a robust data suite that condenses data research in an actionable and customizable way suitable for investors of all knowledge levels, to help investors streamline and work through such data.

AAII’s proprietary stock grades come with A+ Investor. These offer intuitive A‐F grades for each of five key investing factors: value, growth, momentum, earnings estimate revisions and quality. Here, we’ll take a closer look at Aurora Innovation, Inc., Vertex and Inc.’s stock grades to see how they measure up against one another.

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Aurora Innovation, Inc., Vertex and Inc. Stock Value Grades

Company	Ticker	Value
Aurora Innovation, Inc.	AUR	na
Vertex, Inc.	VERX	F

Successful stock investing involves buying low and selling high, so stock valuation is an important consideration for stock selection.

Buying stocks that are going to go up typically means buying stocks that are undervalued in the first place, although momentum investors may argue that point.

AAII’s A+ Investor Value Grade derives from a stock’s value score. The Value Score is the percentile rank of the average of the percentile ranks of the price-to-sales ratio, price-earnings ratio, enterprise-value-to-EBITDA (EV/EBITDA) ratio, shareholder yield, price-to-book-value ratio and price-to-free-cash-flow ratio. The score is variable, meaning it can consider all six ratios or, should any of the six ratios not be valid, the remaining ratios that are valid. To be assigned a Value Score, stocks must have a valid (non-null) ratio and corresponding ranking for at least two of the six valuation ratios.

Stocks with a Value Score from 81 to 100 are considered deep value, those with a score between 61 and 80 are a good value and so on.

Aurora Innovation, Inc. does not have a meaningful Value Score. Vertex, Inc. has a Value Score of 9, which is Ultra Expensive.

The Value Stock Winner: No Clear Winner

Neither Aurora Innovation, Inc., Vertex or Inc. has a high enough value grade to be considered a “winner.” Investors who are considering these companies should do additional due diligence and research to see if either could be a good addition to their portfolio. It’s important to look at a wide range of financial metrics in order to determine if Aurora Innovation, Inc., Vertex or Inc. is the better investment when it comes to value.

Aurora Innovation, Inc., Vertex and Inc. Growth Grades

Company	Ticker	Growth
Aurora Innovation, Inc.	AUR	na
Vertex, Inc.	VERX	A

The foundation of growth investing is seeking out stocks of companies exhibiting strong, consistent and prolonged growth that is expected to continue into the future.

In order to compute the growth score and assign it a letter grade, the percentile ranks for each of three components‐consistency of annual sales growth, five-year sales growth rankings adjusted for extreme levels, and consistency of positive annual cash from operations‐must be determined. These three rank figures are added together, and the sum is ranked against the entire stock universe to arrive at a company’s Growth Score to create an equal distribution of grades.

The companies in the bottom 20% of the stock universe receive Growth Grades of F, considered to be very weak, while those in the top 20% receive A grades, which are considered very strong.

Aurora Innovation, Inc. does not have a meaningful Growth Score. Vertex, Inc. has a Growth Score of 89, which is Very Strong.

The Growth Stock Winner: Undetermined

If you are strictly a growth investor, you may want to add Vertex, Inc. to your watch list. However, because only one of the companies in this comparison has a valid Growth Grade, we cannot call it a clear winner. Evaluation of the other grades for both companies is necessary in order to understand which stock is the better investment based on AAII’s proprietary scores and analysis.

Aurora Innovation, Inc., Vertex and Inc.’s Quality Grades

Company	Ticker	Quality
Aurora Innovation, Inc.	AUR	F
Vertex, Inc.	VERX	C

Like the Value Grade, AAII’s A+ Investor Quality Grade comes from the percentile rank of key metrics. Specifically, the Quality Score is the percentile rank of the average of the percentile ranks of return on assets (ROA), return on invested capital (ROIC), gross profit relative to assets, buyback yield, change in total liabilities to assets, accruals, Z double prime bankruptcy risk (Z) score and the F-Score.

The score is variable, meaning it can consider all eight measures or, should any of the eight measures not be valid, the remaining measures that are valid. To be assigned a Quality Score, stocks must have a valid (non-null) measure and corresponding ranking for at least four of the eight quality measures.

The Quality Score is used to assess the underlying “quality” of a particular stock. A higher-quality stock possesses traits associated with upside potential and reduced downside risk. Backtesting of the Quality Grade shows that stocks with higher grades, on average, outperformed stocks with lower grades over the period of 1998 through 2019.

Stocks receive better grades (higher scores) for having higher scores for the quality subcomponents and worse grades (lower scores) for lower scores for the subcomponents.

Aurora Innovation, Inc. has a Quality Score of 20, which is Very Weak. Vertex, Inc. has a Quality Score of 54, which is Average.

The Quality Stock Winner: No Clear Winner

Neither Aurora Innovation, Inc., Vertex or Inc. has a high enough Quality Grade to be considered a “winner.” Investors who are considering these companies should do additional due diligence and research to see if either could be a good addition to their portfolios. It’s important to look at a wide range of financial metrics in order to determine if Aurora Innovation, Inc., Vertex or Inc. is the better investment when it comes to quality.

Other Aurora Innovation, Inc., Vertex and Inc. Grades

In addition to Growth, Value and Quality, A+ Investor also provides grades for Momentum and Estimate Revisions.

Momentum grades help uncover stocks experiencing anomalously high rates of return; research finds that stocks with high relative levels of momentum tend to outperform, whereas those with low levels of momentum tend to continue underperforming.

Earnings estimate revisions scores take into account the magnitude of a company’s earnings surprise in its last two reported fiscal quarters. Often, surprises beget further surprises‐or at least continued sales growth (the exact opposite is generally true, too).

These 2 key factors, when combined with the above, provide a holistic view into a particular stock. Further, by joining A+ Investor you can see whether Aurora Innovation, Inc., Vertex and Inc. pass any of our 60+ stock screens that have outperformed the market since their creation.

So, Which Is the Better Investment, Aurora Innovation, Inc., Vertex or Inc. Stock?

Overall, Aurora Innovation, Inc. stock has a Value Score of , Growth Score of and Quality Score of 20.

Vertex, Inc. stock has a Value Score of 9, Growth Score of 89 and Quality Score of 54.

Comparing Aurora Innovation, Inc., Vertex and Inc.’s grades, scores and metrics can act as a solid basis to determine whether they may be a good investment or not. You’ll also want to look at your portfolio’s asset allocation as well as your risk tolerance and financial goals to see if either of these stocks would make a good fit for you. AAII can help you figure out which investments align with your individual needs and preferences.

Investors are encouraged to do their own due diligence and research. In this way, individuals can effectively become managers of their own assets‐without having to rely on others for financial independence. You can count on AAII for timeless articles on financial planning and stock-picking, unbiased research and actionable analysis.

A+ Investor adds to our qualitative teaching with a powerful data suite to help you whittle down investment choices to find stocks, exchange-traded funds (ETFs) or mutual funds that meet your needs.

AAII Disclaimer

We make no representations or warranties that any investor will, or is likely to, achieve profits similar to those shown, because past, hypothetical or simulated performance is not necessarily indicative of future results. Before making an investment decision, you should consider your circumstances and whether the information on our content is applicable to your situation. This information was prepared in good faith, and we accept no liability for any errors or omissions. The full disclaimer can be read here.