AUR · Aurora Innovation
Conviction · Low · more likely to lag the S&P 500 over the next three months
Wrong if: a daily close above $5.40
Note written ·
Price against the kill line
22.0% clear of its kill line on the 13 November 2026 close.
How to read this
This note expects the shares to lag the market, so its kill line sits above the price: a close above the red mark would prove the view wrong. Prices run from low on the left to high on the right. The dot is where the stock closed on 13 November 2026, left of the mark while it is below the line; a dot right of the mark has closed through it.
The scale is stretched near the line, so close calls are easy to see. More than 8% from the line, the stock reads well clear, with a hollow dot to show the figure is off the drawn scale.
The kill line is the research note's own test. The portfolio sells on business facts, not on a price. How the portfolio decides
Three months against the kill line
Daily closes, to . Red: the kill line, a daily close above $5.40, on record since 11 November 2026. The shares are down 39.6% since the close; the S&P 500 is down 2.1% over the same sessions. Figures in the note can cover a different window.
Kill line
A daily close above $5.40, the highest close of the last 20 sessions (15 October 2026), would show the shares leading the S&P 500 and prove this call wrong.
Research onlyNot in the portfolio.
Key figures from the filings · Technology
Quarter to 30 September 2026, filed 28 October 2026; valuation at the 13 November 2026 close
- Revenue, latest quarter ($M)
- 3.0
- Revenue, change on a year (%)
- +200.0
- Gross margin (%)
- −166.7
- Operating margin (%)
- −8566.7
- Free cash flow, four quarters ($M)
- −800
- Net cash, cash less debt ($M)
- 141
- Enterprise value to sales (×)
- 1185.1
- Free-cash-flow yield (%)
- −9.5
All filed numbers
What Aurora Innovation reports to the SEC in its quarterly and annual filings. Each group states its period and filing date once; a figure dated otherwise says so. Built from the filings known on .
| Quarter to | Revenue ($M) | On a year (%) | Gross margin (%) | Operating margin (%) |
|---|---|---|---|---|
| first filed | 3.0 | +200.0 | −166.7 | −8566.7 |
| first filed | 2.0 | +100.0 | −250.0 | −13300.0 |
| first filed | 1.0 | — | −500.0 | −24400.0 |
| first filed | 1.0 | — | −500.0 | −23800.0 |
| first filed | 1.0 | — | −500.0 | −22200.0 |
| first filed | 1.0 | — | −400.0 | −23000.0 |
| Pre-tax income ($M) | −234 |
| Net income ($M) four quarters: −933 | −234 |
| Diluted shares, change on a year (%) against the quarter to 30 September 2025 | +6.0 |
| Operating cash flow ($M) | −700 |
| Capital spending ($M) | 100 |
| Free cash flow ($M) | −800 |
| Cash and short-term investments ($M) | 141 |
| Debt ($M) | None reported |
| Net cash, cash less debt ($M) no debt reported | 141 |
| Deferred revenue ($M) | Not reported |
| Backlog, orders not yet delivered ($M) | Not reported |
| Receivables ($M) | Not reported |
| Inventory ($M) | Not reported |
| Shareholders' equity ($M) | 1,796 |
| Market value ($M) | 8,437 |
| Enterprise value, market value plus net debt ($M) no debt reported | 8,296 |
| Enterprise value to sales (×) no debt reported | 1185.1 |
| Enterprise value to operating income (×) | Not meaningful |
| Price to earnings (×) | Not meaningful |
| Price to book value (×) | 4.7 |
| Free-cash-flow yield (%) | −9.5 |
Short interest (FINRA, settled 15 October 2026, published 26 October 2026): 11.3% of shares outstanding sold short, 11.0 days of average trading to cover, +7.6% since the previous report.
| Window | Bought | Sold |
|---|---|---|
| 90 daysfrom | $0 | $182.4M |
| 12 monthsfrom | $1.5M | $1.2B |
The thesis
Aurora Innovation's driverless-truck case still rests on the schedule reset of 28 October 2026, and the evidence since then has weakened it: four brokers cut price targets in the week after the report. Factory output of about 20 trucks a week by early December settles whether the new timetable holds.
On 28 October 2026 the company cut full-year 2026 revenue guidance to about $9 million from $14–16 million and moved the 200-truck milestone from year-end 2026 to the end of February 2027 (Q3 2026 shareholder letter, 8-K). The letter blamed a production ramp about six weeks behind plan. The shares closed at $4.55 on 10 November 2026 (adjusted daily closes), 45.8% below the $8.40 52-week high. The three-month change is −33.5% and the 14-day relative strength index is 40.4.
The story is well known and losing momentum: the 2030 plan from the 23 September 2026 Investor Day is well known, and the first dated milestone since then has slipped. The next fact that can change this is the early-December production rate, which no company filing has yet reported.
Bullish and bearish views on Aurora Innovation, Inc.
The bull case on Aurora Innovation, Inc. (AUR), in brief: fleet build has started. The bear case: guidance cut and later milestone.
Bull case
- Fleet build has started. The Q3 letter says 20+ driverless trucks are built and coming into the fleet, and management said the first 200 trucks are fully contracted (Investing.com call coverage, 28 October 2026).
- Demand pipeline widened. On 26 October 2026 Aurora signed a non-binding memorandum for Charger Logistics to own and operate up to 500 trucks, with deliveries in 2027 and 2028 (Aurora press release).
- Cash covers the next year. Cash and short-term investments were $1,034 million at the end of Q3, against guided Q4 cash use of about $250 million (shareholder letter, 28 October 2026).
- Long-range targets are unchanged. Management still targets more than 1,000 driverless trucks by the end of 2027 and more than 30,000 by 2030 (Investor Day, 23 September 2026; Q3 call, 28 October 2026).
- Several targets sit well above the price. After the report, Cantor Fitzgerald held Overweight with an $11 target (29 October 2026) and Needham held Buy with a $10 target, down from $13 (29 October 2026), per Benzinga.
Bear case
- Guidance cut and later milestone. Revenue guidance fell by more than a third at the midpoint of the old range, and the 200-truck milestone moved by about two months (shareholder letter, 28 October 2026). The cause is a manufacturing problem on the first volume ramp.
- Analysts are lowering targets. Goldman Sachs cut to $6 and stayed Neutral (29 October 2026). Evercore ISI cut to $7 and stayed In Line (2 November 2026), per Benzinga. These two targets sit within about 55% of the $4.55 close, against $10–$11 at Needham and Cantor.
- Losses are large against revenue. Q3 2026 net loss was $234 million on $3 million of revenue (shareholder letter, 28 October 2026), and Q4 cash use is guided at about $250 million.
- Equity funding continues. Aurora raised $215 million net from 30 million Class A shares in Q2 and $41 million net from 6 million shares in Q3 under its at-the-market program. Management guides to positive free cash flow only in 2028.
- Insider and large-holder selling. MarketBeat reports director Reid Hoffman sold about 5.5 million shares at an average $7.81 on 15 May 2026, and Uber sold a block of Class A shares on 17 August 2026. Director David Wehner bought 82,500 shares at $6.04 on 11 June 2026 (MarketBeat).
- A law firm has opened an investigation. Kessler Topaz Meltzer & Check announced an investigation into Aurora on 1 November 2026 (press release headline). No complaint or company filing on the matter appears in recent filings.
Price setup
The shares closed at $4.55 on 10 November 2026 (adjusted daily closes). MarketChameleon reports a close of $4.41 on 6 November 2026 and $4.66 on 9 November 2026, so the shares are trading in a narrow band just above the early-November low. The post-earnings after-hours price was about $4.72 (Investing.com, 28 October 2026), from a regular-session close of $5.09 in the adjusted series.
The 52-week high of $8.40 is 45.8% above the last close. The relative strength index of 40.4 sits below neutral but above the 37.0 reading on 28 October 2026, so selling has eased without a clear recovery. The 1 July 2026 spike to a $7.445 close after Craig-Hallum's $18 initiation has been fully reversed.
Crowding evidence is mixed. Heavy selling by large holders came in the spring and summer, and the at-the-market program remains active. The next earnings report falls outside the next 30 days.
Catalysts ahead
- ~1 December 2026 (est.): Roush production reaching about 20 trucks per week, per management's 'early December' timing. The first test of whether the six-week production delay is recovered; it measures factory output, not Aurora's operating fleet.
- ~31 December 2026 (est.): End of Q4 2026, with about $250 million of guided cash use. Shows whether the fleet build-up stays within the guided burn and whether further at-the-market sales follow.
- ~28 February 2027 (est.): Deadline for exceeding 200 driverless trucks in operation. The restated version of the fleet milestone that moved out from year-end 2026.
- ~2027-Q1 (est.): Volvo Autonomous Solutions driverless trucks launch. Adds a second truck platform and a path to the 1,000-truck exit-2027 target.
What would change the view
A daily close above $5.40, the highest close of the last 20 sessions (15 October 2026), would show the shares leading the S&P 500 and prove this call wrong.
What it trades with
Aurora trades as a pre-revenue autonomous-driving developer. Its shares respond to news on robotaxi and autonomous-trucking peers, to risk appetite for unprofitable growth companies, and to its own equity issuance. Uber remains a large Class A holder and Volvo and Roush are the production partners, so their announcements bear on the schedule. Freight-market demand matters less to near-term results than truck production.
The evidence, claim by claim (8)
- FY2026 revenue guidance cut to about $9 million from $14–16 million; the 200-truck milestone moved to the end of February 2027; the letter cites a production ramp about six weeks behind plan. Aurora Q3 2026 shareholder letter (8-K) · as of
- Q3 2026 revenue was $3 million and net loss was $234 million; cash and short-term investments were $1,034 million; Q4 cash use is guided at about $250 million. Aurora Q3 2026 shareholder letter (8-K) · as of
- Goldman Sachs maintained Neutral and lowered its price target to $6. Benzinga · as of
- Needham maintained Buy and lowered its target to $10; Cantor Fitzgerald maintained Overweight and lowered its target to $11. Benzinga · as of
- Evercore ISI maintained In Line and lowered its price target to $7. Benzinga · as of
- Aurora signed a non-binding memorandum for Charger Logistics to own and operate up to 500 trucks, with deliveries in 2027 and 2028. Aurora press release · as of
- The shares closed at $4.55, 45.8% below the $8.40 52-week high; the three-month change was −33.5% and the 14-day relative strength index was 40.4. Adjusted daily closes · as of
- Director Reid Hoffman sold about 5.5 million shares at an average $7.81 on 15 May 2026; director David Wehner bought 82,500 shares at $6.04 on 11 June 2026. MarketBeat insider transaction reports · as of
Sources
- Expand AUR Menu · marketchameleon.com
- Aurora Innovation, Inc. (AUR) · stockanalysis.com
- TipRanks
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