Quantum Computing (QUBT) is back in focus after confirming that NeuraWave, its photonic reservoir computing platform, is deployment-ready. Management is also preparing to showcase the technology at the upcoming Needham Technology, Media & Consumer Conference.

The NeuraWave update arrives after a sharp 34.06% 1 month share price return, even as the year to date share price return is a 16.35% decline and the 3 year total shareholder return is roughly 7x. This combination shows long term momentum with recent volatility around product and conference headlines.

If NeuraWave has you looking closer at quantum and photonic computing, it can be useful to see how peers stack up by reviewing 26 quantum computing stocks.

With QUBT shares up 34.06% over the past month but still showing a 16.35% year-to-date decline, the key question is whether current pricing underestimates NeuraWave and photonics potential, or if the market is already factoring in future growth.

Most Popular Narrative: 61.1% Undervalued

The most followed valuation narrative puts Quantum Computing's fair value at $23.67 per share, well above the last close at $9.21. This puts a spotlight on what has to go right for that gap to close.

The move from prototype systems to planned volume manufacturing by the end of the decade, supported by over $1.5 billion of newly raised capital and a low liability balance, allows QCi to invest aggressively in automation, yield improvement and design reuse. These efforts should help reduce unit costs and support sustained improvement in gross margin and earnings power.

Want to see what kind of revenue ramp and margin shift sit behind that valuation gap? The narrative leans on rapid top line expansion and a future earnings profile that looks very different to today's loss making base. The assumptions are bold, tightly linked to quantum and photonic adoption, and tied to a specific profit multiple that most investors would usually associate with mature tech leaders.

Result: Fair Value of $23.67 (UNDERVALUED)

However, that upside story leans heavily on rapid AI and quantum adoption from a tiny US$682,000 revenue base, and on thin film lithium niobate becoming widely accepted.

Next Steps

With both clear risks and real upside on the table, you do not have to sit on the sidelines. Check the 1 key reward and 5 important warning signs to weigh them for yourself.

Looking for more investment ideas?

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Use the Simply Wall St screener to spot other opportunities that fit your style before the crowd catches on.

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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.