Why Pony AI (PONY) is on investors’ radar today

Pony AI (PONY) has drawn attention after recent share price weakness, with the stock showing negative returns over the past week, month, past 3 months, year to date, and past year.

For investors tracking autonomous mobility, this pullback is prompting closer scrutiny of Pony AI’s current revenue base of US$96.392 million and its loss of US$338.315 million. It is also focusing attention on how its robotaxi, robotruck, and licensing activities fit into a long term thesis.

The recent pullback, including a 1-day share price return of a 3.04% decline and a year-to-date share price return of a 30.62% decline from US$11.15, points to fading momentum as investors reassess Pony AI’s losses alongside its autonomous mobility exposure.

If you are weighing Pony AI against other opportunities in autonomous tech, this could be a good moment to see what else is out there through 64 profitable AI stocks that aren't just burning cash

With Pony AI trading well below its analyst price target and carrying a low value score of 2, the key question is whether the current weakness reflects an undervalued growth story or whether markets are already discounting its future potential.

Most Popular Narrative: 209% Overvalued

According to the most followed narrative, Pony AI’s fair value sits at $3.61, far below the last close of $11.15, setting up a sharp valuation gap to assess.

Both Guangzhou and Shenzhen allow 24 hour a day service. The average robotaxi fare price is $7. Pony expects 25 fares per day. This translates to $175 per day for 365 days a year, or $63,875. The estimated Pony BOM cost is about $31,000 for a Toyota bZ4X and the PONY hardware stack is about $12,000. That means per vehicle hardware costs are approximately $43,000. Not including operational costs (people costs), that means every PONY vehicle is paid for in about 8 months. So, PONY has focused on the per unit cost. Now it is a pure scaling operational limitation.

This narrative, shared by frogwater, leans heavily on robotaxi unit economics, long run fare volumes, and future profit margins to justify that valuation gap.

Result: Fair Value of $3.61 (OVERVALUED)

However, this hinges on assumptions about fare volumes and payback periods, and any setbacks in robotaxi adoption or regulatory approvals could quickly weaken that thesis.

Another View: DCF Says the Market Is Too Pessimistic

While the most popular community narrative sees Pony AI as overvalued at a fair value of $3.61, the SWS DCF model points the other way. It estimates future cash flows at $45.51 per share, with the stock trading at $11.15, which implies a very large discount. For you, that raises a simple question: which story feels closer to reality?

Simply Wall St performs a discounted cash flow (DCF) on every stock in the world every day (check out Pony AI for example). We show the entire calculation in full. You can track the result in your watchlist or portfolio and be alerted when this changes, or use our stock screener to discover 49 high quality undervalued stocks. If you save a screener we even alert you when new companies match - so you never miss a potential opportunity.

Next Steps

With sentiment clearly split between risk and reward, this is a moment to move quickly, review the numbers for yourself, and weigh the 2 key rewards and 2 important warning signs

Looking for more investment ideas?

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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.