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AUR Aurora Innovation, Inc.

Technology

quality needs a look, discounted valuation.

Quality
Weak
Valuation
Cheaper
Key signals
Top-quintile 6-month momentum
6.36
6.36 Close (USD) Loading candles…

Is Aurora Innovation, Inc. a buy? Fundamentals and valuation first

  • Quality is weaker than peers. Operating margin is only around the 1th percentile. TTM ROE is about -42.3%.

  • Valuation is cheaper than most peers. TTM P/E is in the 14th percentile, lower than most liquid US common stocks.

  • Recent volatility is moderate. 60-day annualized volatility is near the 68th percentile. Average 20-day dollar volume is about $184.2M.

  • Signals are active now. Top-quintile 6-month momentum currently holds; the tables below show what followed in this stock’s own history.

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Historical evidence

Signals active now

Each active condition is tested against this stock’s own history and benchmarked versus the S&P 500.

Top-quintile 6-month momentum

Active · now 89.23728813559322%

The stock ranks in the top 20% of the liquid US common-stock universe by 126-day adjusted return.

13 historical occurrences (since 2021-11-19)
Average forward return after Top-quintile 6-month momentum。20-day: Win 50%, Sample 12, Median +2.03%, Excess +4.92%, Beat mkt rate 50%；60-day: Win 36.4%, Sample 11, Median -7.32%, Excess -0.71%, Beat mkt rate 36.4%；120-day: Win 55.6%, Sample 9, Median +40.55%, Excess +6.04%, Beat mkt rate 55.6%

120 days after: historical avg +17.18%

20-day +6.96%
60-day +5.37%
120-day +17.18%
20-day
60-day
120-day
Win
50%
36.4%
55.6%
Sample
12
11
9
Median
+2.03%
-7.32%
+40.55%
Excess
+4.92%
-0.71%
+6.04%
Beat mkt rate
50%
36.4%
55.6%

Over 9 occurrences, 120-day forward avg gained 17.18%, beat the market by 6.04 pts; win rate 55.6%.

Market-wide momentum baseline

Across 98,524 liquid US common-stock samples, top-quintile 6-month momentum was followed by an average 60-trading-day return of +6.12%, a 57.9% positive-return rate, and +2.77 percentage points of average excess return versus the S&P 500.

Baseline: weekly samples since 2016 where a liquid US common stock ranked in the top quintile by 126-trading-day momentum. Forward return is 60 trading days; excess return is versus S&P 500 (^GSPC).

Signals not active now

Inactive signals still show the stock-specific historical forward-return distribution for context.

52-week adjusted-price high

Pending

Adjusted close first reaches a 252-trading-day high; repeated hits within 20 days count once.

11 times historically; 60-day forward avg -14.17%, win rate 36.4%, beating the market by -14.13 pts on average.

Filed revenue acceleration

Pending

TTM revenue growth is at least 10% and improved versus the prior filed quarter; event date is the SEC filing date.

EPS surprise beat

Pending

Reported EPS beat consensus estimate by at least 5%; event date is the earnings-surprise timestamp.

11 times historically; 60-day forward avg +2.61%, win rate 27.3%, beating the market by -0.17 pts on average.

Continue researching Aurora Innovation, Inc. with the evidence above.

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Method and limits

  • Returns use us_price:adj_close, adjusted for splits and dividends where available.
  • Excess returns use world_index:^GSPC as the S&P 500 benchmark proxy.
  • Quarterly fundamentals are aligned to SEC filing dates before daily valuation studies.
  • The promoted universe starts from active NYSE/NASDAQ common stocks, then applies price and dollar-volume gates.
  • Snapshot-only tables such as analyst consensus, DCF, us_ratios, and us_key_metrics are intentionally excluded from historical evidence.
  • Overlapping event windows are descriptive distributions, not independent samples.

This page is for historical data analysis and education only. It is not investment advice. Backtests and historical return distributions do not predict future performance; evaluate risk independently before trading.