NASDAQ NMS - GLOBAL MARKET · Technology · TECHi Signal
Aurora Innovation (AUR) Stock Rating & Risk Score
TECHi Signal compresses current quote, fundamental, technical, analyst, and strategic inputs into one explainable research stance for AUR.
Start here
AUR: Balanced watch
Balanced watch. Analyst/revision signal (69/100) is the strongest signal; valuation pressure (14/100) is the main constraint. Model confidence is 15/100 — some inputs are unavailable, so treat this as a directional research screen rather than a forecast. It ranks #77/121 across the TECHi coverage universe and #46/76 in Technology. Use the top read for speed, then inspect the Formula lab when you need the full evidence trail.
Signal
49/100
Low confidence
Inputs
18/76
47/100 factual coverage
Universe
#77/121
37/100 peer percentile
Nearest
Hold
1 Day Unavailable
Balanced watch
Dashboard view for the current Signal score, confidence, input coverage, and active horizon. The full narrative read lives in Start Here; the evidence trail is consolidated below.
Technical tape
50/100
0/16 inputs
Forecast layer
69/100
1/5 inputs
Valuation
14/100
4/8 inputs
Risk brake
40/100
3/8 inputs
49
Signal score
Active horizon
1 day to 10 years + strategic setup
47/100 factual coverage, 22% live source health.
TECHi coverage universe
AUR against fresh TECHi coverage.
Peer ranks are recalculated from the latest live quotes, so the context moves when the underlying data moves.
Universe rank
#77/121
37/100 percentile among scored peers.
Sector rank
#46/76
Technology coverage cohort.
Fresh symbols
121
120 tickers scored in the trailing week.
Freshest pull
Aug 26, 2026
AUR model as of Aug 26, 2026.
Nearest Signal comps
Horizon read
The stance changes by timeframe.
These are Formula stances by timeframe, not execution instructions. The full validation grid is below.
1 Day
16/100 conf
Unavailable
News sentiment 25/100 / Risk brake 40/100
7 Days
16/100 conf
Unavailable
News sentiment 25/100 / Analyst/revision signal 69/100
15 Days
16/100 conf
Unavailable
Quality trend 22/100 / News sentiment 25/100
30 Days
19/100 conf
Unavailable
Valuation pressure 14/100 / Analyst/revision signal 69/100
3 Months
19/100 conf
Unavailable
Valuation pressure 14/100 / Quality trend 22/100
6 Months
19/100 conf
Unavailable
Quality trend 22/100 / Valuation pressure 14/100
1 Year
21/100 conf
Unavailable
Quality trend 22/100 / Valuation pressure 14/100
3 Years
24/100 conf
Unavailable
Quality trend 22/100 / Valuation pressure 14/100
5 Years
24/100 conf
Unavailable
Quality trend 22/100 / Valuation pressure 14/100
10 Years
24/100 conf
Unavailable
Quality trend 22/100 / Valuation pressure 14/100
What moves it
Strongest inputs
Analyst/revision signal
69/100
1/5 inputs · 10% dashboard weight
Future value
54/100
3/7 inputs · 11% dashboard weight
Technical tape
50/100
0/16 inputs · 12% dashboard weight
Pressure points
Valuation pressure
14/100
4/8 inputs · 10% dashboard weight
Quality trend
22/100
6/9 inputs · 14% dashboard weight
News sentiment
25/100
1/3 inputs · 6% dashboard weight
Habit loop
Watch the next price trigger, not just the score.
AUR's nearest horizon is hold at Unavailable; use a dashboard price alert to catch the next break before the next Signal refresh.
Formula lab
Factor evidence, scenarios, horizons, and validation.
Evidence lab
Balanced watch
Dashboard score
49
/100
1 day to 10 years + strategic setup
Low confidence
18 of 76 fields are powering the model.
History progress
Past returns in Signal
Scored windows
Long-range history isn't deep enough to score these windows yet.
7 empty progress windows are hidden until enough closes exist.
A-Z factor map
Available scoring inputs
13/26 factors
13 unscored inputs are hidden until the quote stack has verified fields for them.
Balance sheet
Cash runway
Balance sheet · 55/100
Current 11.38x; cash/debt unavailable
Method
Checks liquidity, leverage, and balance-sheet room.
Data coverage
Zero-missing risk
Data coverage · 35/100
40 missing fields
Method
Shows how much the model is relying on available fields versus placeholders.
External view
Analyst conviction
External view · 69/100
Consensus 3.75; upside unavailable; disagreement unavailable
Method
Uses consensus, target spread, target disagreement, revisions, and latest EPS surprise.
Forecast
Upside scenarios
Forecast · 48/100
Future 54/100; analyst 69/100
Method
Combines TECHi future-value signal with outside target support.
Growth
Growth pulse
Growth · 54/100
Revenue +100%; EPS -27.3%
Method
Compares latest YoY sales and earnings momentum.
Year-over-year proof
Growth · 54/100
1M windows unavailable; 3M windows unavailable
Method
Looks for repeated conversion from past setups into later closes.
Quality
Free cash flow
Quality · 8/100
FCF margin -5120%; yield -2.2%
Method
Connects profit quality to cash generation and market value.
Quality trend
Quality · 22/100
Quality composite 22/100
Method
Combines margins, returns, growth, and cash conversion.
Sentiment
News tone
Sentiment · 25/100
3 headlines; unavailable
Method
Headline breadth and sentiment are capped so news does not overpower data.
Strategic
Leadership depth
Strategic · 50/100
0 named executives
Method
Adds C-suite coverage for execution visibility.
Social/developer
Strategic · 50/100
Social composite 50/100
Method
Uses verified public channels and developer gravity when available.
Technicals
Technical tape
Technicals · 50/100
20D unavailable; ATR unavailable; %B unavailable
Method
Blends returns, SMA/EMA crosses (unavailable), RSI, MACD, Stochastic, Bollinger Bands, ATR, volume, volatility, and drawdown.
Valuation
PE and PEG
Valuation · 10/100
Forward PE unavailable; PEG unavailable; EV/Sales 2285.58x
Method
Penalizes expensive multiples unless growth support is visible.
Composite formula
Composite = normalized weighted sum (14% quality trend, 12% technical tape, 12% momentum, 12% track record validation, 11% future value, 10% valuation, 10% analyst/revision, 7% risk brake, 6% news sentiment, 4% leadership, 2% social/developer traction), confidence-adjusted toward neutral by input coverage^0.7 x freshness factor x missing-critical-field penalty x analyst-disagreement penalty
Strategic inputs
0 roadmap items, 0 leadership roles, 0 social/developer channels, human-impact lens unavailable.
Factual coverage
47/100 from 40/80 sourced fields, 22% live source health, and 40 missing fields.
Accuracy trail
Accuracy tracking needs a longer scored history before this model reports a hit rate — coverage and confidence are shown without a prediction-accuracy claim.
Guardrail
Buy/Hold/Sell labels are research stances. Predictive accuracy is shown beside the model and should be read with filings, risk tolerance, and current market conditions.
Bull case
No price inputUnavailable
Momentum holds, quality signals stay firm, future-product execution improves, and valuation pressure does not widen.
Base case
No price inputUnavailable
Weighted factor model using price, fundamentals, analyst, sentiment, roadmap, leadership, social traction, and risk inputs.
Stress case
No price inputUnavailable
Volatility, missing-data, valuation, and balance-sheet brakes are applied to the setup.
Horizon model
Horizon matrix
Timeframe-specific weights: trading windows lean on tape; investor windows lean on quality, valuation, and revisions; strategic windows lean on future value.
Horizon signals appear after the quote stack supplies a usable live price.
Price-direction backtest
Daily scoring history
Tests whether the model's price-derived direction matched later closes — it does not yet validate the fundamental, analyst, or sentiment factors, which need persisted daily history. Longer and multi-year horizons score once enough closes have matured.
Daily scoring history appears once enough closes have accumulated.
10 horizon lanes are hidden until enough future closes mature.
11 validations appear once TECHi has tracked enough daily factor history for them.
Frequently asked
Common questions.
What is TECHi Signal for AUR?
TECHi Signal combines available technical, valuation, fundamental, analyst, sentiment, catalyst, and risk inputs for Aurora Innovation (AUR) into an explainable research stance.
Is TECHi Signal investment advice?
No. Signal labels are research context, not personalized investment advice or an order recommendation.
How is Signal different from Forecast for AUR?
Forecast focuses on analyst targets and scenarios. Signal combines that evidence with technical, fundamental, sentiment, catalyst, and risk inputs.