Research HubSoftware & Cloud ServicesAurora Innovation, Inc. (AUR)

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SEC 10-K / 10-Q Equity ResearchSoftware & Cloud ServicesTicker: AUR

Aurora Innovation, Inc. (AUR) DCF Valuation & Fundamental Primer

Aurora Innovation, Inc. (AUR) currently trades at $3.99 with an enterprise value of $5.96B. Our proprietary institutional model rates Aurora Innovation, Inc. at 86/100 (Grade: A · High-Quality Compounder). The current market price prices in an implied 5-year revenue CAGR of 16.6% vs. historical growth of 14.9% (Fairly Priced to Fundamentals).

GDA Quality Score

A86/100

High-Quality Compounder

Share Price / DCF Base

$3.99 / $3.78

Enterprise Value

$6.37B

TTM Revenue

$1.72B (+14.9%)

Gross Margin

82.0%

Rule of 40 Score

30.2%

EV / TTM Revenue

3.7×

Structural Moat: Enterprise Software & Cloud Services Switching Costs & Recurring Workflow Integration

Key Growth Catalyst: AI workflow automation, multi-module expansion across enterprise cohorts, and operating margin leverage at Aurora Innovation, Inc..

Institutional fundamental teardown of Aurora Innovation, Inc. (AUR) covering SEC 10-K/10-Q cash flow conversion, SBC dilution friction, and Reverse-DCF valuation hurdles.

Seed AUR in Interactive 3-Statement Model

Section 1 · Intrinsic Valuation Engine

Aurora Innovation, Inc. (AUR) 3-Scenario DCF Valuation Range

WACC: 10.0% · Terminal Growth: 2.5% · Diluted Shares: 1936.3M

bear Case DCFSensitivity

$2.16

Implied Equity Value:$4.19B

vs Current ($3.99):-45.8%

base Case DCFPrimary Benchmark

$3.78

Implied Equity Value:$7.31B

vs Current ($3.99):-5.3%

bull Case DCFSensitivity

$5.87

Implied Equity Value:$11.37B

vs Current ($3.99):+47.1%

Interactive What-If DCF SandboxSim Rule of 40: 30.2%

Stress-test AUR's 5-year growth, target FCF margin, WACC, terminal methodology, and SBC/dilution friction in real time.

Seed Custom Drivers in /model

1-Click Regimes:

5Y Revenue CAGR14.9%

2%Hist: 14.9%50%

Target FCF Margin15.3%

5%Base: 15.3%45%

WACC Discount Rate10.0%

6.5%Base: 10%14.5%

Terminal Growth (g)2.5%

1.0%Implies 13.7× Y5 FCF4.0%

Accounting Lens:

Simulated Implied Price$3.78

Spread vs Market-5.3%

Simulated EV$5.96B

Effective FCF Margin15.3%

Simulated 5-Year Cash Flow Trajectory (Unlevered FCF vs. Discounted PV)Cumulative 5Y PV: $1.50B

Year 1$1.97B

FCF:$301.8M

PV:$274.4M

Year 2$2.27B

FCF:$346.8M

PV:$286.6M

Year 3$2.60B

FCF:$398.5M

PV:$299.4M

Year 4$2.99B

FCF:$457.8M

PV:$312.7M

Year 5$3.44B

FCF:$526.1M

PV:$326.6M

Enterprise Value Composition Bridge$5.96B

Split between 5-Year Explicit Cash Flows and Discounted Terminal Value

5Y Explicit PV: $1.50B (25.1%)Terminal PV: $4.46B (74.9%)

(+) Balance Sheet Cash & Equivalents+$1.35B

(−) Total Debt Obligations−$0

(=) Implied Equity Value (1936.3M shs)$7.31B

2D Institutional Valuation Sensitivity Heatmap

Implied share price & upside/downside spread across 25 valuation states (Current Price: $3.99).

WACC \ Terminal	1.5%	2.0%	2.5%	3.0%	3.5%
8.5%	$4.13 +3%	$4.34 +9%	$4.59 +15%	$4.89 +23%	$5.25 +31%
9.3%	$3.78 -5%	$3.94 -1%	$4.14 +4%	$4.37 +9%	$4.63 +16%
10.0%	$3.49 -13%	$3.62 -9%	$3.78 -5%	$3.95 -1%	$4.16 +4%
10.8%	$3.25 -19%	$3.36 -16%	$3.48 -13%	$3.62 -9%	$3.78 -5%
11.5%	$3.04 -24%	$3.13 -21%	$3.24 -19%	$3.35 -16%	$3.48 -13%

Section 2 · Fundamental Underwriting

Institutional Software Quality Scorecard (86/100 · Grade A)

High-Quality Compounder

Strong fundamentals, above-average cash generation, and robust competitive positioning.

Cash Conversion25 / 25

Actual: 273% of EBITTarget: Target: ≥100%

Elite deferred revenue float; FCF exceeds operating income by >20%

Dilution Friction16 / 25

Actual: 10.8% of RevTarget: Target: ≤8%

Standard software SBC dilution; modest equity transfer to employees

Unit Economics20 / 25

Actual: 82% GM / R40: 30%Target: Target: ≥75% GM / ≥40% R40

High-quality software margins with healthy balanced growth and profitability

Balance Sheet25 / 25

Actual: +$1.35B Net CashTarget: Target: Net Cash > 0

Zero-debt fortress balance sheet with abundant net cash liquidity

Core Investment Strengths & Moats

High-grade cash conversion: FCF is 273% of EBIT driven by upfront annual collections
Healthy unit economics: 82.0% gross margin
Fortress capital structure: Zero debt and $1.35B in pure net cash

Key Operational & Dilution Risks

Section 3 · Expectations Investing

Reverse-DCF Solver: What Growth is Priced Into AUR?

Fairly Priced to Fundamentals

Market implies 16.6% annual revenue growth over next 5 years (31.2% dilution-adjusted), in line with company run-rate.

Implied 5-Year Revenue CAGR

16.6%

Required to justify $6.37B EV

Historical Run-Rate CAGR

14.9%

Audited multi-year top-line trajectory

Growth Hurdle Spread

+1.7%

Implied hurdle minus historical growth

Implied FCF Margin @ Hist. Growth

16.4%

Steady-state FCF margin needed at current CAGR

Institutional Dilution-Adjusted Hurdle Lens

Headline Reverse-DCF ignores Stock-Based Compensation (10.8% of revenue) and annual share dilution (1.8%/yr). Accounting for both requires 31.2% 5-year revenue CAGR to justify $3.99/sh on a true per-share economic cash flow basis.

True Economic Hurdle31.2%

SBC & Dilution Hurdle Tax+14.6% / yr

Section 4 · 5-Year Forecast Schedule

Aurora Innovation, Inc. (AUR) 5-Year Fundamental Forecast

Customize in Live Engine

Statement Line Item	TTM Audited Base	TTM	Y1	Y2	Y3	Y4	Y5
Revenue	$1.72B	$1.72B	$1.97B	$2.27B	$2.60B	$2.99B	$3.44B
Gross Profit	$1.41B	$1.41B	$1.62B	$1.86B	$2.14B	$2.45B	$2.82B
Operating Income (EBIT)	$96.1M	$96.1M	$110.5M	$126.9M	$145.8M	$167.6M	$192.5M
Stock-Based Compensation (SBC)	$185.4M	$185.4M	$213.1M	$244.8M	$281.3M	$323.2M	$371.3M
Unlevered Free Cash Flow (FCF)	$262.7M	$262.7M	$301.8M	$346.8M	$398.5M	$457.8M	$526.1M
SBC-Adjusted True Cash Flow	$77.3M	$77.3M	$88.8M	$102.0M	$117.2M	$134.7M	$154.7M

Section 5 · Relative Valuation Multiples & Regression

Software & Cloud Services Peer Comparables & Rule of 40 Regression

Click any peer node or ticker to open its dedicated equity research report

Rule of 40 vs. EV / Revenue Multiple Regression

OLS Fit: EV/Rev = -15.4 + 0.54 × (Rule of 40) · R² = 73%

Stocks below the gold regression line trade at a discount relative to their Rule of 40 compounding efficiency.

AUR Actual vs. Reg. Multiple3.7× vs 2.0× fair

Reg.-Implied Share Price$2.47 (+85.5% Premium)

AURAurora Innovation, Inc.·Rule of 40: 30.2%·Actual EV/Rev: 3.7×·Regression Fair Multiple: 2.0×

+85.5% Above Trendline (Premium)Open AUR Report

Company	Ticker	Market Cap	TTM Revenue	Gross Margin	FCF Margin	Rule of 40	SBC % Rev	EV / Rev
Aurora Innovation, Inc.	AUR	$7.73B	$1.72B	82.0%	15.3%	30.2%	10.8%	3.7×
ServiceNow	NOW	$152.61B	$10.98B	79.2%	31.1%	54.2%	15.9%	13.9×
Workday, Inc.	WDAY	$50.35B	$8.00B	75.0%	27.4%	43.9%	19.0%	6.4×
Salesforce	CRM	$217.10B	$37.90B	77.2%	32.8%	42.8%	8.4%	5.8×
Datadog	DDOG	$46.05B	$2.68B	80.8%	31.1%	57.7%	21.3%	17.4×
Snowflake Inc.	SNOW	$71.79B	$3.63B	66.5%	25.2%	57.7%	40.8%	20.0×
Hubspot	HUBS	$19.89B	$2.63B	85.0%	21.3%	52.7%	19.2%	7.7×
Peer Cohort Median Benchmark (N=6)				78.2%	29.2%	53.5%	19.1%	10.8×

Section 6 · Downside Protection & Multiple Sensitivity

EV / Revenue Multiple Compression Stress Test

Multiple Scenario	EV / Revenue	Implied Enterprise Value	Implied Equity Value	Implied Share Price	Delta vs Current
Current Multiple	3.7×	$6.37B	$7.73B	$3.99	0.0%
-20% Multiple Compression	3.0×	$5.10B	$6.45B	$3.33	-20.0%
-35% Multiple Compression	2.4×	$4.14B	$5.49B	$2.84	-35.0%
Software Baseline Floor (5.0× EV/Rev)	5.0×	$8.58B	$9.94B	$5.13	+34.7%

Section 7 · Investor Diligence FAQ

Frequently Asked Questions: Aurora Innovation, Inc. (AUR) Valuation

What is Aurora Innovation, Inc. (AUR)'s intrinsic DCF valuation and implied share price?

Based on modeled estimates (SEC filing data not yet available) and a 5-year 3-statement discounted cash flow (DCF) model, Aurora Innovation, Inc. (AUR) has a Base Case implied value of $3.78 per share (with a Bear Case of $2.16 and a Bull Case of $5.87), compared to its current price of $3.99. The model discounts projected free cash flows at a 10.0% WACC and a 2.5% terminal growth rate.

What is Aurora Innovation, Inc. (AUR)'s Rule of 40 score and Free Cash Flow margin?

Aurora Innovation, Inc. achieves a Rule of 40 score of 30.2%, combining a 14.9% revenue growth run-rate with a 15.3% TTM free cash flow margin on $1.72B in trailing twelve-month revenue. In the Software & Cloud Services peer cohort, the median Rule of 40 benchmark is 53.5%.

What revenue growth rate is priced into AUR stock according to Reverse-DCF analysis?

At $3.99 per share (Enterprise Value of $6.37B), our Reverse-DCF solver indicates the market is pricing in a 5-year implied revenue CAGR of 16.6%, compared to Aurora Innovation, Inc.'s historical CAGR of 14.9%. Overall market expectations are rated as "Fairly Priced to Fundamentals".

How does Aurora Innovation, Inc. compare to Software & Cloud Services software peers?

Aurora Innovation, Inc. (AUR) earns an institutional Software Quality Score of 86/100 (Grade A — High-Quality Compounder). Across its Software & Cloud Services peer group (NOW, WDAY, CRM, DDOG, SNOW), the cohort trades at a median EV/TTM Revenue multiple of 10.8× and a median gross margin of 78.2%.

How does Stock-Based Compensation (SBC) impact Aurora Innovation, Inc. (AUR)'s valuation?

Aurora Innovation, Inc. recorded $185.4M in TTM stock-based compensation (10.8% of revenue). When treating SBC as a cash-equivalent compensation expense, Aurora Innovation, Inc.'s SBC-adjusted free cash flow yield is 1.0%, scoring 16/25 on our Shareholder Dilution Friction pillar.

Aurora Innovation, Inc. (AUR) DCF Valuation & Fundamental Primer

WACC \ Terminal

1.5%

2.0%

2.5%

3.0%

3.5%

8.5%

$4.13

+3%

$4.34

+9%

$4.59

+15%

$4.89

+23%

$5.25

+31%

9.3%

$3.78

-5%

$3.94

-1%

$4.14

+4%

$4.37

+9%

$4.63

+16%

10.0%

$3.49

-13%

$3.62

-9%

$3.78

-5%

$3.95

-1%

$4.16

+4%

10.8%

$3.25

-19%

$3.36

-16%

$3.48

-13%

$3.62

-9%

$3.78

-5%

11.5%

$3.04

-24%

$3.13

-21%

$3.24

-19%

$3.35

-16%

$3.48

-13%

Statement Line Item

TTM Audited Base

TTM

Revenue

$1.72B

$1.97B

$2.27B

$2.60B

$2.99B

$3.44B

Gross Profit

$1.41B

$1.62B

$1.86B

$2.14B

$2.45B

$2.82B

Operating Income (EBIT)

$96.1M

$110.5M

$126.9M

$145.8M

$167.6M

$192.5M

Stock-Based Compensation (SBC)

$185.4M

$213.1M

$244.8M

$281.3M

$323.2M

$371.3M

Unlevered Free Cash Flow (FCF)

$262.7M

$301.8M

$346.8M

$398.5M

$457.8M

$526.1M

SBC-Adjusted True Cash Flow

$77.3M

$88.8M

$102.0M

$117.2M

$134.7M

$154.7M

Company

Ticker

Market Cap

TTM Revenue

Gross Margin

FCF Margin

Rule of 40

SBC % Rev

EV / Rev

Aurora Innovation, Inc.

AUR

$7.73B

$1.72B

82.0%

15.3%

30.2%

10.8%

3.7×

ServiceNow

NOW

$152.61B

$10.98B

79.2%

31.1%

54.2%

15.9%

13.9×

Workday, Inc.

WDAY

$50.35B

$8.00B

75.0%

27.4%

43.9%

19.0%

6.4×

Salesforce

CRM

$217.10B

$37.90B

77.2%

32.8%

42.8%

8.4%

5.8×

Datadog

DDOG

$46.05B

$2.68B

80.8%

31.1%

57.7%

21.3%

17.4×

Snowflake Inc.

SNOW

$71.79B

$3.63B

66.5%

25.2%

57.7%

40.8%

20.0×

Hubspot

HUBS

$19.89B

$2.63B

85.0%

21.3%

52.7%

19.2%

7.7×

Peer Cohort Median Benchmark (N=6)

78.2%

29.2%

53.5%

19.1%

10.8×

Multiple Scenario

EV / Revenue

Implied Enterprise Value

Implied Equity Value

Implied Share Price

Delta vs Current

Current Multiple

3.7×

$6.37B

$7.73B

$3.99

0.0%

-20% Multiple Compression

3.0×

$5.10B

$6.45B

$3.33

-20.0%

-35% Multiple Compression

2.4×

$4.14B

$5.49B

$2.84

-35.0%

Software Baseline Floor (5.0× EV/Rev)

5.0×

$8.58B

$9.94B

$5.13

+34.7%

Aurora Innovation, Inc. (AUR) 3-Scenario DCF Valuation Range

2D Institutional Valuation Sensitivity Heatmap

Institutional Software Quality Scorecard (86/100 · Grade A)

Core Investment Strengths & Moats

Key Operational & Dilution Risks

Reverse-DCF Solver: What Growth is Priced Into AUR?

Aurora Innovation, Inc. (AUR) 5-Year Fundamental Forecast

Software & Cloud Services Peer Comparables & Rule of 40 Regression

Rule of 40 vs. EV / Revenue Multiple Regression

EV / Revenue Multiple Compression Stress Test

Frequently Asked Questions: Aurora Innovation, Inc. (AUR) Valuation

What is Aurora Innovation, Inc. (AUR)'s intrinsic DCF valuation and implied share price?

What is Aurora Innovation, Inc. (AUR)'s Rule of 40 score and Free Cash Flow margin?

What revenue growth rate is priced into AUR stock according to Reverse-DCF analysis?

How does Aurora Innovation, Inc. compare to Software & Cloud Services software peers?

How does Stock-Based Compensation (SBC) impact Aurora Innovation, Inc. (AUR)'s valuation?

Related Software & Cloud Services Equity Research Reports

Aurora Innovation, Inc. (AUR) 3-Scenario DCF Valuation Range

2D Institutional Valuation Sensitivity Heatmap

Institutional Software Quality Scorecard (86/100 · Grade A)

Core Investment Strengths & Moats

Key Operational & Dilution Risks

Reverse-DCF Solver: What Growth is Priced Into AUR?

Aurora Innovation, Inc. (AUR) 5-Year Fundamental Forecast

Software & Cloud Services Peer Comparables & Rule of 40 Regression

Rule of 40 vs. EV / Revenue Multiple Regression

EV / Revenue Multiple Compression Stress Test

Frequently Asked Questions: Aurora Innovation, Inc. (AUR) Valuation

What is Aurora Innovation, Inc. (AUR)'s intrinsic DCF valuation and implied share price?

What is Aurora Innovation, Inc. (AUR)'s Rule of 40 score and Free Cash Flow margin?

What revenue growth rate is priced into AUR stock according to Reverse-DCF analysis?

How does Aurora Innovation, Inc. compare to Software & Cloud Services software peers?

How does Stock-Based Compensation (SBC) impact Aurora Innovation, Inc. (AUR)'s valuation?

Related Software & Cloud Services Equity Research Reports