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AUR or BBAI or PONY
Which Stock Would AI Choose? Aurora Innovation, Inc. (AUR) vs. BigBear.ai Holdings, Inc. (BBAI) vs. Pony AI Inc. (PONY) Stock Comparison
Key Takeaways
- Aurora Innovation, Inc. (AUR), BigBear.ai Holdings, Inc. (BBAI), and Pony AI Inc. (PONY) operate in the artificial intelligence and autonomous systems space, with AUR and PONY focused on vehicle autonomy while BBAI emphasizes decision intelligence solutions.
- Market capitalizations differ notably, with AUR at approximately $13.9 billion, PONY near $3.9 billion, and BBAI around $2.0 billion, reflecting varying scales of operations and investor positioning.
- Recent market activity shows mixed price movements across the three, influenced by sector sentiment toward autonomous technology and AI applications in defense and logistics.
- Business models present distinct risk profiles: AUR and PONY face commercialization hurdles in self-driving fleets, while BBAI contends with contract dependencies in government and enterprise markets.
- Relative performance in recent weeks has been shaped by broader technology sector trends and company-specific catalysts in autonomous mobility and AI deployment.
- Valuation sensitivity varies, with smaller-capitalization names like BBAI and PONY exhibiting higher volatility compared to the more established AUR.
Introduction
Traders and investors seeking exposure to artificial intelligence and autonomous technology often evaluate companies at different stages of development and market focus. Aurora Innovation, Inc. (AUR), BigBear.ai Holdings, Inc. (BBAI), and Pony AI Inc. (PONY) represent three publicly traded equities in this domain, each with distinct business models, revenue drivers, and exposure to emerging technologies. This comparison provides a factual overview of their relative positioning, recent performance characteristics, and key differentiators to assist in understanding sector dynamics. The analysis targets market participants interested in technology-driven equities and their behavior amid evolving AI adoption trends.
AUR Overview and Recent Performance
Aurora Innovation, Inc. (AUR) develops self-driving technology platforms, primarily targeting commercial vehicles such as trucks. The company integrates hardware, software, and data services to enable autonomous operations across vehicle types. In recent market activity, the stock has reflected broader investor interest in autonomous vehicle commercialization, with performance influenced by progress in fleet testing and partnerships. Sentiment has been shaped by ongoing advancements in regulatory frameworks and technology validation, contributing to measured price movements amid sector-wide attention on mobility solutions. Market capitalization stands near $13.9 billion, positioning AUR as the largest of the three by this metric.
BBAI Overview and Recent Performance
BigBear.ai Holdings, Inc. (BBAI) delivers artificial intelligence-powered decision intelligence solutions, serving national security, supply chain, and digital identity markets. Offerings include data analytics, predictive modeling, and AI orchestration tools. Recent market activity for the stock has been affected by contract developments and demand for AI applications in defense and logistics sectors. Performance characteristics show sensitivity to government spending patterns and enterprise adoption rates, resulting in volatility consistent with its smaller market capitalization of approximately $2.0 billion. Broader technology sentiment has also played a role in price behavior over recent weeks.
PONY Overview and Recent Performance
Pony AI Inc. (PONY) focuses on autonomous mobility, providing robotaxi and robotruck services alongside licensing of intelligent driving solutions. Operations span China and international markets, with emphasis on vehicle integration and data analytics. In recent market activity, the stock has responded to developments in autonomous vehicle deployment and competitive positioning within the mobility sector. Price movements have been influenced by regulatory progress in key regions and partnership announcements, with the company maintaining a market capitalization near $3.9 billion. Sentiment reflects ongoing commercialization efforts in a high-growth but competitive field.
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Head-to-Head Comparison
Business models diverge across the group: Aurora Innovation, Inc. (AUR) and Pony AI Inc. (PONY) center on autonomous vehicle platforms and services, while BigBear.ai Holdings, Inc. (BBAI) provides modular AI decision tools applicable to multiple industries. Growth drivers include fleet scaling for AUR and PONY versus contract expansion in defense and supply chain for BBAI. Recent momentum has varied, with each exhibiting sensitivity to sector news on AI regulation and adoption. Risk factors encompass execution challenges in autonomy for AUR and PONY, and revenue concentration for BBAI. Sector exposure aligns all three with technology and AI themes, though valuation multiples reflect differing growth expectations and market positioning. Sentiment shifts have been driven by macroeconomic views on technology spending rather than isolated company events.
Tickeron AI Verdict
Based on observable factors such as trend consistency in recent market activity, relative stability of larger-capitalization positioning, and sector catalysts, Tickeron’s AI would currently assign a probabilistic preference toward Aurora Innovation, Inc. (AUR) among the three, while noting that market conditions can shift allocations across names with comparable exposure to autonomous technology themes.
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.
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 undervalued. 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 0 FA rating(s) are green whileBBAI’s FA Score has 0 green FA rating(s), and PONY’s FA Score reflects 0 green FA rating(s).
- AUR’s FA Score: 0 green, 5 red.
- BBAI’s FA Score: 0 green, 5 red.
- PONY’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 BBAI’s TA Score has 3 bullish TA indicator(s), and PONY’s TA Score reflects 2 bullish TA indicator(s).
- AUR’s TA Score: 4 bullish, 6 bearish.
- BBAI’s TA Score: 3 bullish, 6 bearish.
- PONY’s TA Score: 2 bullish, 8 bearish.
Price Growth
AUR (@Auto Parts: OEM) experienced а -0.24% price change this week, while BBAI (@Information Technology Services) price change was -0.75% , and PONY (@Information Technology Services) price fluctuated -7.45% for the same time period.
The average weekly price growth across all stocks in the @Auto Parts: OEM industry was -0.41%. For the same industry, the average monthly price growth was +3.09%, and the average quarterly price growth was +10.56%.
The average weekly price growth across all stocks in the @Information Technology Services industry was +0.06%. For the same industry, the average monthly price growth was -3.36%, and the average quarterly price growth was +5.16%.
Reported Earning Dates
AUR is expected to report earnings on Aug 05, 2026.
BBAI is expected to report earnings on Aug 11, 2026.
PONY is expected to report earnings on Aug 18, 2026.
Industries' Descriptions
@Auto Parts: OEM (-0.41% 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.
@Information Technology Services (+0.06% weekly)The industry, whose total market cap runs into trillions, makes hardware/software that allows data to be stored, retrieved, transmitted, and manipulated on computers. With the ever-increasing relevance of data, the information technology (IT) industry has gained momentous growth over the years, and continues to thrive on innovation. Some of the behemoths in the industry are International Business Machines Corporation, Accenture, and VMware, Inc.
| AUR | BBAI | PONY | |
| Capitalization | 11.8B | 1.86B | 3.53B |
| EBITDA | -904M | -278.22M | -263.15M |
| Gain YTD | 57.031 | -28.148 | -45.276 |
| P/E Ratio | N/A | N/A | N/A |
| Revenue | 4M | 127M | 110M |
| Total Cash | 1.23B | 349M | 1.07B |
| Total Debt | 79M | 24.1M | 16.4M |
| AUR | BBAI | PONY | |
|---|---|---|---|
| RSI ODDS (%) | 2 days ago 89% | 2 days ago 86% | 2 days ago 90% |
| Stochastic ODDS (%) | 2 days ago 86% | 2 days ago 86% | 2 days ago 89% |
| Momentum ODDS (%) | 2 days ago 89% | 2 days ago 80% | 2 days ago 90% |
| MACD ODDS (%) | 2 days ago 88% | 2 days ago 89% | 2 days ago 90% |
| TrendWeek ODDS (%) | 2 days ago 82% | 2 days ago 85% | 2 days ago 88% |
| TrendMonth ODDS (%) | 2 days ago 82% | 2 days ago 86% | 2 days ago 84% |
| Advances ODDS (%) | 3 days ago 83% | 7 days ago 82% | 16 days ago 78% |
| Declines ODDS (%) | 7 days ago 81% | 13 days ago 87% | 8 days ago 85% |
| BollingerBands ODDS (%) | 2 days ago 80% | 2 days ago 84% | 2 days ago 90% |
| Aroon ODDS (%) | 2 days ago 85% | 2 days ago 68% | 2 days ago 75% |
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| 1 Day | |||
|---|---|---|---|
| ETFs / NAME | Price $ | Chg $ | Chg % |
| DDTJ | 20.08 | N/A | N/A |
| Innovator Eq Dual Drctnl 10 Buff ETF-Jan | |||
| JTEK | 105.42 | -0.48 | -0.46% |
| JPMorgan U.S. Tech Leaders ETF | |||
| TENM | 26.79 | -0.17 | -0.65% |
| iShares Large Cap 10% Trgt Buffr Mar ETF | |||
| GMAY | 42.77 | -0.34 | -0.78% |
| FT Vest U.S. Eq Mod Buffr ETF - May | |||
| WCBR | 32.00 | -0.42 | -1.31% |
| WisdomTree Cybersecurity ETF | |||
AUR and
Correlation & Price change
A.I.dvisor indicates that over the last year, AUR has been loosely correlated with AI. These tickers have moved in lockstep 58% of the time. This A.I.-generated data suggests there is some statistical probability that if AUR jumps, then AI could also see price increases.
| Ticker / NAME | Correlation To AUR | 1D Price Change % | ||
|---|---|---|---|---|
| AUR | 100% | -1.79% | ||
| AI - AUR | 58% Loosely correlated | -5.86% | ||
| FLYW - AUR | 55% Loosely correlated | -2.77% | ||
| PSFE - AUR | 48% Loosely correlated | -5.29% | ||
| QS - AUR | 44% Loosely correlated | -0.29% | ||
| PAY - AUR | 43% Loosely correlated | -4.12% | ||
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BBAI and
Correlation & Price change
A.I.dvisor indicates that over the last year, BBAI has been loosely correlated with PONY. These tickers have moved in lockstep 52% of the time. This A.I.-generated data suggests there is some statistical probability that if BBAI jumps, then PONY could also see price increases.
| Ticker / NAME | Correlation To BBAI | 1D Price Change % | ||
|---|---|---|---|---|
| BBAI | 100% | -2.02% | ||
| PONY - BBAI | 52% Loosely correlated | -0.06% | ||
| CIFR - BBAI | 45% Loosely correlated | +0.61% | ||
| KEEL - BBAI | 44% Loosely correlated | +0.34% | ||
| APLD - BBAI | 43% Loosely correlated | -1.51% | ||
| DMRC - BBAI | 36% Loosely correlated | -9.25% | ||
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PONY and
Correlation & Price change
A.I.dvisor indicates that over the last year, PONY has been loosely correlated with BBAI. These tickers have moved in lockstep 52% of the time. This A.I.-generated data suggests there is some statistical probability that if PONY jumps, then BBAI could also see price increases.
| Ticker / NAME | Correlation To PONY | 1D Price Change % | ||
|---|---|---|---|---|
| PONY | 100% | -0.06% | ||
| BBAI - PONY | 52% Loosely correlated | -2.02% | ||
| CIFR - PONY | 48% Loosely correlated | +0.61% | ||
| KEEL - PONY | 47% Loosely correlated | +0.34% | ||
| APLD - PONY | 46% Loosely correlated | -1.51% | ||
| AUR - PONY | 41% Loosely correlated | -1.79% | ||
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