Why Upstart Bears Were Right Before A 52% Drop

If you had backed the bullish October 2025 case on Upstart, with its focus on Model 19 and HELOC expansion, the result would have been painful. Holding Upstart over the past year would have meant a 51.6% loss, including dividends. That outcome clashes sharply with the original assumptions for revenue growth, margins and a higher future P/E. Which of those specific expectations most failed to account for how the AI lending model and funding mix actually behaved?

This theme extends beyond Upstart. See which of 39 AI small caps may still merit a closer look.

The Two Upstart Stories Investors Were Arguing Over

Upstart shares cost US$44.96 at the start of the period, and you were choosing between two very different stories about what that price implied.

The bullish narrative pointed to a Fair Value of US$80.85, an implied worth if its assumptions played out, built on Model 19, the Payment Transition Model, and aggressive HELOC expansion improving underwriting, approval rates and net margins.

The bearish view saw Fair Value at US$40.17 and focused on rising data privacy limits, tighter AI oversight and higher compliance costs as threats to model accuracy, approval volumes and profitability.

What The Results Changed For The Upstart Argument

The launch of Model 22 and its alleged flaws sit at the center of the class action lawsuit against Upstart, which directly challenges the bullish assumption that newer AI models would reliably lift approval rates and economics. Reported numbers tell a cleaner story. Revenue moved from US$265.1m in Q2 2025 to US$377.2m in Q2 2026, and net income and net margin both improved. Overall, the evidence cut both ways.

The lesson to carry elsewhere is simple. When a story leans heavily on model quality, do not just track top line or guidance. Watch for claims about underwriting accuracy and approval rates turning up later in lawsuits, regulator commentary, or shifts in reported margin.

What You Would Be Paying For In Upstart Today

Upstart trades at US$23.02 today, and the selected Narrative places its Fair Value above that level based on a thesis around AI underwriting quality, product breadth and access to capital.

The fall over the past year only looks like a potential opening if you believe secured products and newer models can reach contribution margin breakeven while funding partners stay engaged.

"Increased automation and personalization in servicing operations remains a live program. This sits alongside the move to a distributed inference platform that is about 65% faster and AI underwriting that management reports is 2.74x as accurate as traditional scores, which together can support loan growth and operating margin over time."

Not everyone reads the same price the same way. → See the higher figure this Narrative lands on, and how it gets there

Looking Past Upstart’s Loan Engine

Upstart focuses your attention on credit decisions and funding pipelines. One step away, a different kind of lender leans on a broader toolkit.

That business uses a banking license to pair deposits with personal, student and home loans. Instead of stopping there, it layers on checking, investing, credit cards and more inside one ecosystem.

The same group also rents out its core software so other institutions can launch digital banking products. That sidesteps direct credit risk and leans on recurring technology fees.

If loan demand wobbles for Upstart, this model still leans on software and member engagement. The mix raises a separate question about where your attention goes next.

It is written up in full, assumptions and all. → Explore the Narrative that puts this company 37% above its price

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