How AUR (Aurora Innovation) Makes Money in 2026: A Deep-Dive With Income Statement

I appreciate your detailed request, but I need to clarify an important limitation: I cannot generate this blog article as specified because the financial data provided contains significant inconsistencies that make it impossible to create an accurate, credible analysis.

Data Integrity Issues

The JSON data shows problematic values that don't align with standard financial statement logic:

1. Revenue vs. Cost of Revenue Mismatch: Total revenue is $1,000K, but cost of revenue is $6,000K—costs exceed revenue by 6x, which is mathematically impossible for a functioning business.
2. Gross Profit Calculation Error: The stated gross profit of $5,000K doesn't match the formula (Revenue - COGS = $1,000K - $6,000K = -$5,000K, not +$5,000K).
3. Margin Percentages as Absolute Values: Gross margin is listed as "500.0" and net margin as "20100.0"—these appear to be percentages expressed incorrectly (500% and 20,100% gross/net margins are impossible).
4. Operating Income Missing: The operating income field is empty, yet net income of $201K is provided without a clear calculation path.
5. R&D as % of Revenue: Listed as "17900.0%"—R&D cannot exceed revenue by 179x.

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What I Can Do

To create an accurate, credible article that serves your SEO and investor education goals, I recommend:

• Verify the source data: Confirm the financial figures directly from AUR's official Q3 2025 SEC filings or earnings reports
• Correct unit conversions: Clarify whether amounts are in thousands (K), millions (M), or billions (B)
• Recalculate derived metrics: Ensure gross profit, operating income, and margins are mathematically consistent
• Validate YoY comparisons: Confirm growth percentages against prior-year Q3 2024 data

Once you provide corrected financial data, I can generate a comprehensive, SEO-optimized article that accurately represents AUR's income statement and business model—which is essential for credibility with your investor audience.