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AUR vs HSAI
Which Stock Would AI Choose? Aurora Innovation (AUR) vs. Hesai Group (HSAI) Stock Comparison
Key Takeaways
- AUR is a pre-revenue-scale autonomous trucking company, while HSAI is a profitable LiDAR (Light Detection and Ranging) sensor manufacturer expanding into robotics.
- AUR trades on a growth narrative with minimal revenue and heavy losses; HSAI already generates meaningful revenue and consistent profits.
- HSAI shows greater fundamental stability, whereas AUR carries higher volatility and momentum-driven sentiment swings.
- Both stocks carry elevated analyst upside targets, but their risk profiles and sector exposures differ sharply.
- Relative performance and market positioning favor HSAI on fundamentals, while AUR appeals to higher-risk growth investors.
Introduction
Autonomous vehicles and physical artificial intelligence (AI) are reshaping the mobility and robotics sectors, drawing investor attention to two very different public companies: AUR (Aurora Innovation) and HSAI (Hesai Group). Aurora is developing self-driving technology for long-haul semi-trucks, while Hesai manufactures LiDAR sensors used across advanced driver assistance systems (ADAS) and robotics. This stock comparison is relevant for investors weighing an early-stage, high-risk growth story against a more established, revenue-generating hardware business. Understanding their relative performance, business models, and market positioning can help traders and long-term investors evaluate which profile better fits their objectives.
AUR Overview and Recent Performance
AUR, or Aurora Innovation, develops the "Aurora Driver," a hardware and software platform for autonomous semi-trucks. The company is in early commercialization, focusing on driverless freight routes in Texas, New Mexico, and Arizona. In recent weeks, Aurora has emphasized its plan to exit 2026 with roughly 200 driverless trucks in operation, targeting an annual revenue run rate near $80 million and positive free cash flow by 2028. Recent market activity has been mixed: the stock surged earlier in 2026 on partnerships and regulatory progress, then pulled back after its Analyst and Investor Day, where a 2030 vision of 30,000 driverless trucks and $5 billion in revenue was met with a cooler reception. Aurora's financials remain thin, with trailing twelve-month (TTM) revenue around $5 million and an operating loss in the hundreds of millions. Sentiment is driven primarily by execution milestones and contract announcements rather than current earnings.
HSAI Overview and Recent Performance
HSAI, or Hesai Group, is the world's largest maker of LiDAR sensors, which use laser light to measure distances and create detailed 3D maps for autonomous vehicles and robots. Headquartered in Shanghai, Hesai has posted several consecutive quarters of profitability, with TTM revenue near $491 million and rising net income. In recent weeks, the company launched "Kosmo," a 3D world data engine, and a spatial camera, expanding from LiDAR into what it calls "physical AI" infrastructure, including robotic actuation modules. Hesai has secured design wins with automakers such as Mercedes-Benz, Volkswagen, and Li Auto, and it reaffirmed full-year shipment guidance of 3 million to 3.5 million LiDAR units. Despite solid fundamentals, its shares have declined from earlier highs, partly reflecting broader pressure on Chinese equities and pricing concerns, even as analysts maintain a "Strong Buy" consensus.
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Head-to-Head Comparison
The contrast between AUR and HSAI is a study in stage and structure. Aurora operates an asset-light, software-heavy model monetized through transportation-as-a-service, targeting the large but unproven U.S. autonomous trucking market. Hesai, by comparison, runs a manufacturing-led model with existing scale, positive earnings, and a diversified customer base across ADAS, robotics, and autonomous fleets.
Growth drivers also differ. Aurora's upside hinges on fleet ramp-up, regulatory approvals, and converting contracts into revenue. Hesai's growth is tied to rising LiDAR adoption per vehicle, Level 3 autonomy (where the vehicle assumes more driving responsibility), and its newer robotics and spatial-intelligence initiatives. On risk, Aurora faces heavy cash burn, potential future equity dilution, and execution uncertainty, while Hesai faces geopolitical exposure, pricing pressure, and competition from alternative sensing technologies.
Momentum and sentiment diverge as well: Aurora is a high-beta (a measure of volatility relative to the market) story stock prone to sharp moves on news, whereas Hesai, though still volatile, is anchored by earnings. Sector exposure is also distinct—Aurora is U.S.-centric autonomous trucking, while Hesai spans global automotive LiDAR and robotics.
Tickeron AI Verdict
Based on observable factors, Tickeron's AI would likely lean toward HSAI in the current environment. Hesai combines positive earnings, revenue growth, a market-leading position, and multiple catalysts across automotive and robotics, offering greater fundamental stability and trend consistency. Aurora's story holds substantial long-term potential but remains dependent on execution milestones and carries higher volatility and cash-burn risk. While AUR may appeal to momentum-focused traders, the AI's probabilistic assessment would likely favor Hesai's more balanced risk-reward profile and established profitability at this stage.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
To compare these two companies we present long-term analysis, their fundamental ratings and make comparative short-term technical analysis which are presented below. The conclusion is AUR is a StrongBuy and HSAI is a StrongBuy.
AUR sees MACD Histogram just turned negative
AUR saw its Moving Average Convergence Divergence Histogram (MACD) turn negative on October 29, 2026. This is a bearish signal that suggests the stock could decline going forward. Tickeron's A.I.dvisor looked at 45 instances where the indicator turned negative. In 41 of the 45 cases the stock moved lower in the days that followed. This puts the odds of a downward move at 90%.
Technical Analysis (Indicators)
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on October 29, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on AUR as a result. In 76 of 88 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 86%.
The 50-day moving average for AUR moved below the 200-day moving average on November 03, 2026. This could be a long-term bearish signal for the stock as the stock shifts to an downward trend.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where AUR declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 86%.
The Aroon Indicator for AUR entered a downward trend on November 04, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Bullish Trend Analysis
The RSI Indicator shows that the ticker has stayed in the oversold zone for 4 days. The price of this ticker is presumed to bounce back soon, since the longer the ticker stays in the oversold zone, the more promptly an Uptrend is expected.
The Stochastic Oscillator shows that the ticker has stayed in the oversold zone for 3 days. The price of this ticker is presumed to bounce back soon, since the longer the ticker stays in the oversold zone, the more promptly an upward trend is expected.
Following a +6.44% 3-day Advance, the price is estimated to grow further. Considering data from situations where AUR advanced for three days, in 241 of 283 cases, the price rose further within the following month. The odds of a continued upward trend are 85%.
AUR may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
Fundamental Analysis (Ratings)
The Tickeron PE Growth Rating for this company is 16 (best 1 - 100 worst), pointing to outstanding earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Valuation Rating of 50 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (4.187) is normal, around the industry mean (0.768). P/E Ratio (-8.870) is within average values for comparable stocks, (40.498). Projected Growth (PEG Ratio) (0.000) is also within normal values, averaging (1.494). Dividend Yield (0.000) settles around the average of (0.041) among similar stocks. AUR's P/S Ratio (2500.000) is very high in comparison to the industry average of (49.456).
The Tickeron Price Growth Rating for this company is 82 (best 1 - 100 worst), indicating slightly worse than average price growth. AUR’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron SMR rating for this company is 98 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. AUR’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 89, placing this stock worse than average.
HSAI's Stochastic Oscillator stays in oversold zone for 2 days
Be on the lookout for a price bounce soon.
Technical Analysis (Indicators)
Bullish Trend Analysis
The RSI Indicator points to a transition from a downward trend to an upward trend -- in cases where HSAI's RSI Oscillator exited the oversold zone, 14 of 20 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 70%.
The Moving Average Convergence Divergence (MACD) for HSAI just turned positive on November 04, 2026. Looking at past instances where HSAI's MACD turned positive, the stock continued to rise in 23 of 31 cases over the following month. The odds of a continued upward trend are 74%.
Following a +12.77% 3-day Advance, the price is estimated to grow further. Considering data from situations where HSAI advanced for three days, in 155 of 193 cases, the price rose further within the following month. The odds of a continued upward trend are 80%.
HSAI may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
Bearish Trend Analysis
Following a 3-day decline, the stock is projected to fall further. Considering past instances where HSAI declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 85%.
The Aroon Indicator for HSAI entered a downward trend on October 28, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Fundamental Analysis (Ratings)
The Tickeron Valuation Rating of 35 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (0.230) is normal, around the industry mean (0.768). P/E Ratio (3.791) is within average values for comparable stocks, (40.498). Projected Growth (PEG Ratio) (0.515) is also within normal values, averaging (1.494). Dividend Yield (0.000) settles around the average of (0.041) among similar stocks. P/S Ratio (5.311) is also within normal values, averaging (49.456).
The Tickeron SMR rating for this company is 78 (best 1 - 100 worst), indicating slightly better than average sales and a considerably profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Price Growth Rating for this company is 84 (best 1 - 100 worst), indicating slightly worse than average price growth. HSAI’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron PE Growth Rating for this company is 97 (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. HSAI’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 89, placing this stock worse than average.
| AUR | HSAI | |
|---|---|---|
| RSI ODDS (%) | 1 day ago 77% | 1 day ago 70% |
| Stochastic ODDS (%) | 1 day ago 82% | 1 day ago 88% |
| Momentum ODDS (%) | 1 day ago 86% | N/A |
| MACD ODDS (%) | 1 day ago 90% | 1 day ago 74% |
| TrendWeek ODDS (%) | 1 day ago 86% | 1 day ago 83% |
| TrendMonth ODDS (%) | 1 day ago 87% | 1 day ago 80% |
| Advances ODDS (%) | 9 days ago 85% | 10 days ago 80% |
| Declines ODDS (%) | 3 days ago 86% | 6 days ago 85% |
| BollingerBands ODDS (%) | 1 day ago 90% | 1 day ago 71% |
| Aroon ODDS (%) | 1 day ago 88% | 1 day ago 79% |
Long-Term Analysis
It is best to consider a long-term outlook for a ticker by using Fundamental Analysis (FA) ratings. The rating of 1 to 100, where 1 is best and 100 is worst, is divided into thirds. The first third (a green rating of 1-33) indicates that the ticker is undervalued; the second third (a grey number between 34 and 66) means that the ticker is valued fairly; and the last third (red number of 67 to 100) reflects that the ticker is overvalued. We use an FA Score to show how many ratings show the ticker to be undervalued (green) or overvalued (red).
AUR’s FA Score shows that 1 FA rating(s) are green while HSAI’s FA Score has 0 green FA rating(s).
- AUR’s FA Score: 1 green, 4 red.
- HSAI’s FA Score: 0 green, 5 red.
Short-Term Analysis
It is best to consider a short-term outlook for a ticker by using Technical Analysis (TA) indicators. We use Odds of Success as the percentage of outcomes which confirm successful trade signals in the past.
If the Odds of Success (the likelihood of the continuation of a trend) for each indicator are greater than 50%, then the generated signal is confirmed. A green percentage from 90% to 51% indicates that the ticker is in a bullish trend. A red percentage from 90% - 51% indicates that the ticker is in a bearish trend. All grey percentages are below 50% and are considered not to confirm the trend signal.
AUR’s TA Score shows that 4 TA indicator(s) are bullish while HSAI’s TA Score has 5 bullish TA indicator(s).
- AUR’s TA Score: 4 bullish, 5 bearish.
- HSAI’s TA Score: 5 bullish, 2 bearish.
Price Growth
AUR (@Auto Parts: OEM) experienced а -19.84% price change this week, while HSAI (@Auto Parts: OEM) price change was -5.42% for the same time period.
The average weekly price growth across all stocks in the @Auto Parts: OEM industry was -0.62%. For the same industry, the average monthly price growth was -7.05%, and the average quarterly price growth was -19.66%.
Reported Earning Dates
AUR is expected to report earnings on Feb 17, 2027.
HSAI is expected to report earnings on Nov 10, 2026.
Industries' Descriptions
@Auto Parts: OEM (-0.62% weekly)OEM or Original Equipment Manufacturer of auto parts refers to the original producer of a vehicles components, and so OEM car parts are usually identical to the parts used in producing the vehicle in the first place. OEM parts tend to fit the specifications of a particular model, and their compatibility is often guaranteed by the automaker itself. OEM parts could be more expensive to buy (compared to other vendors’ products) when a consumer goes for replacement. However, increased competition from aftermarket parts/third-party vendors could, in some cases, keep EOM prices in check. The industry might progress further in adopting newer technologies like 3D printing to boost supply chain performance and quality. Aptiv PLC, Magna International Inc. and BorgWarner Inc. are major OEMs for autos.
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HSAI and
Correlation & Price change
A.I.dvisor indicates that over the last year, HSAI has been loosely correlated with AUR. These tickers have moved in lockstep 51% of the time. This A.I.-generated data suggests there is some statistical probability that if HSAI jumps, then AUR could also see price increases.
| Ticker / NAME | Correlation To HSAI | 1D Price Change % | ||
|---|---|---|---|---|
| HSAI | 100% | +8.37% | ||
| AUR - HSAI | 51% Loosely correlated | -4.45% | ||
| QS - HSAI | 41% Loosely correlated | +7.52% | ||
| MBLY - HSAI | 40% Loosely correlated | -4.47% | ||
| SLDP - HSAI | 37% Loosely correlated | +10.84% | ||
| SES - HSAI | 33% Poorly correlated | +2.83% | ||
More | ||||
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