BlackBerry (BB) vs Semtech (SMTC): Two IoT Growth Plays, Two Very Different Profiles

Why These Two Together

KORE was my original target here — an IoT connectivity platform with a thesis around machine-to-machine communication becoming infrastructure. But KORE is being taken private at $9.25/share, so the thesis needs a new home.

BlackBerry and Semtech both occupy the IoT infrastructure layer, but from different angles. BlackBerry’s QNX is the embedded operating system running inside the machine — the software brain of autonomous vehicles, medical devices, and industrial robots. Semtech’s LoRa is the wireless protocol connecting those machines to the cloud — the nervous system. Together, they represent two sides of the same secular trend: the physical world getting networked.

Both are also transitioning into AI-adjacent businesses. BlackBerry through IVY (an edge AI analytics platform for vehicles) and secure government communications. Semtech through signal integrity chips powering AI data center interconnects — a business that grew 58% in fiscal 2026 and is guided for 50%+ again in fiscal 2027.

Neither is a traditional mungbeans setup. Both are above the line. Both are expensive on the Bean Score. I wanted to understand them anyway.

BlackBerry (BB) — $6.19

The Turnaround Story

BlackBerry has spent a decade trying to convince the market it’s a software company, not a dead phone maker. In fiscal 2026, that argument finally landed.

Total revenue: $549M (up 3% YoY), but the growth is entirely in the right places. QNX delivered $268M in revenue (up 14% YoY, with Q4 hitting a record $78.7M, up 20%). Adjusted EBITDA reached $107M (up 27% YoY). Operating cash flow was $45.6M. Total cash and investments grew to $432M.

This is a company that lost $734M in net income in fiscal 2023, lost $130M in fiscal 2024, lost $79M in fiscal 2025, and finally turned net-income positive at $53M in fiscal 2026. The trajectory is unmistakable.

QNX: The Crown Jewel

QNX is embedded in an estimated 275 million vehicles worldwide. It’s the real-time operating system running safety-critical systems — the thing that makes sure your brakes respond in microseconds, not milliseconds. Recent wins include Mercedes-Benz, BMW, Volvo, and Leapmotor’s new EV SUV. The $950M royalty backlog provides multi-year revenue visibility.

QNX is expanding beyond automotive into medical devices, industrial automation, and robotics through integration with NVIDIA’s IGX Thor and Halos Safety Stack. QNX OS for Safety 8.0 is positioned as the foundation layer for edge AI in safety-critical environments. IVY — the vehicle data analytics platform built on top of QNX — could become a SaaS revenue stream as automakers monetize connected vehicle data.

BlackBerry’s SecuSmart division provides encrypted communications to governments (the German government is a major customer). Q4 saw meaningful revenue growth and 8-point gross margin expansion in this segment. In a world of escalating cyber threats, government-grade encryption is a growing market.

The Framework Numbers

Touch History — A Warning

The growth-stock framing collides with the mungbeans data. BB has crossed below its 200WMA 12 times in 26 years, and the outcomes are terrible:

• Avg 12-month return after touch: -28.0%
• Positive 12-month outcomes: 10% (1 out of 10)
• Avg 24-month return: -38.4%
• 26-year total return: -60.2% (vs SPY +743%)

This is the track record of a business that has spent two decades destroying shareholder value. The framework is built to identify stocks that bounce after touching the line. BB is statistically one of the worst bouncers in the entire universe. Every time the market has said “this time is different,” it hasn’t been.

Bean Score Dislocation

At -2.16σ, BB is in “Deep Expensive” territory. The current FCF yield of 1.1% is well below its baseline of 2.1%. The dislocation levels put Fair Value at $3.54 and Deep Value at $2.54.

The growth-company caveat: the Bean Score is backward-looking. It’s calibrated to a business that was losing money. If BB delivers on the $100M operating cash flow guidance for FY27, the FCF yield would jump to ~2.8% at today’s price — which would push the Bean Score back toward neutral. The score is punishing the stock for a past state of the business that may no longer apply.

BB Verdict: Emerging Buy Case, But Not Yet

The bull case is compelling for the first time in a decade. QNX has a real moat (switching costs in safety-critical automotive software are enormous), the revenue trajectory is inflecting, cash flow just turned positive, the balance sheet has $432M in cash against $196M in debt, and gross margins of 76% confirm this is a software business.

But $6.19 with an RSI of 86 after a 46% YTD rally is chasing momentum. The Bean Score says expensive. The touch history says this stock has historically been a value trap, not a value opportunity.

Interesting thesis, wrong price. If BB pulls back to the $4.00-4.50 range (near the 200WMA of $3.93), the risk/reward improves dramatically. You’d be buying at the Bean Score “Fair Value” level with a confirmed turnaround in the numbers. At $6.19, you’re paying for the turnaround to fully deliver before it has.

Semtech (SMTC) — $137.64

From IoT Chip Maker to AI Data Center Play

Semtech’s transformation is underappreciated. The company was historically known for LoRa — a low-power, wide-area networking protocol connecting IoT devices (smart meters, asset trackers, industrial sensors). It still is — LoRa connects 178 million devices worldwide.

But the growth engine has shifted. Semtech’s Signal Integrity business, which makes chips for high-speed data transmission in AI data centers, delivered $223M in fiscal 2026 revenue — up 58% YoY. Data center revenue hit a record $63M in Q4 alone. Management guides for 50%+ data center growth again in fiscal 2027.

The acquisition of HIFU Corporation — a manufacturer of indium phosphide optoelectronic devices for optical transceivers — positions Semtech vertically in the data center interconnect supply chain. CopperEdge Active Copper Cable (ACC) is ramping for 1.6T transceivers, with broader 3.2T design wins in progress. This is the physical layer that connects GPUs inside AI training clusters.

Total fiscal 2026 revenue: $1.05B, up 15% YoY. The three-segment model — Signal Integrity (data centers), IoT Systems (LoRa + cellular), and IoT Connected Services (cloud platforms) — gives Semtech multiple growth vectors.

The Sierra Wireless Hangover

Not all clean. Semtech acquired Sierra Wireless for $1.2B in January 2023, and the integration has been painful. The acquisition:

• Added $1.3B in debt to the balance sheet
• Diluted shareholders massively: shares outstanding up 45% over 3 years (64M → 93M)
• Produced a net loss of $1.09B in fiscal 2024 (goodwill impairment)
• Continued net losses of $162M in FY25 and $40M in FY26

Semtech is now divesting lower-margin hardware modules from the Sierra portfolio to focus on SaaS and edge-to-cloud connectivity platforms. This is the right strategic move, but the dilution damage is done — existing shareholders own 45% less of the company than they did three years ago.

The Framework Numbers

Touch History — Strong But Noisy

SMTC has crossed below its 200WMA 35 times in 33 years. The outcomes are surprisingly strong:

• Avg 12-month return after touch: +62.5% (but only 57% positive)
• Avg 24-month return: +268.2% (64% positive)
• 33-year total return: +40,872% (vs SPY +2,958%)
• Annual return: 19.7%

The long-term compounder credentials are real — SMTC has dramatically outperformed SPY over three decades. But the 57% win rate on touches means it’s nearly a coin flip on whether any given below-the-line entry works at 12 months. The huge average return is skewed by a few massive recoveries. This is a high-volatility name where the framework’s signal is less reliable than for steadier businesses.

Bean Score Dislocation

At -1.99σ, SMTC is right at the “Deep Expensive” boundary. Current FCF yield of 1.3% is well below the baseline of 2.0%. The levels:

At $137.64, SMTC is trading exactly at its Deep Expensive level — $137.82. The Bean Score is telling you that on a cash flow basis, this is statistically as expensive as this stock gets relative to its own history.

The Growth Offset

Like BB, the Bean Score for SMTC is calibrated to the past. If the data center business delivers 50%+ growth in FY27 and FCF continues its trajectory ($165M → $250M+), the yield improves and the score normalizes. But unlike BB, SMTC carries real baggage:

• Negative ROE (-7.4%) — still not earning a return on equity
• 94% D/E — heavy debt from the Sierra acquisition
• 45% dilution — existing shareholders have been crushed
• Negative profit margin — still losing money on a GAAP basis

The FCF is real ($165M) and growing, but the company is generating cash while still posting net losses — the gap is driven by non-cash charges from the Sierra acquisition. This isn’t uncommon post-acquisition, but it means the balance sheet quality lags the cash flow quality.

SMTC Verdict: Compelling Business, Terrible Entry

Semtech’s strategic position is strong. LoRa is the dominant LPWAN protocol with 178M connected devices. The pivot into AI data center interconnects (signal integrity, CopperEdge ACC, HIFU acquisition) gives the company a second growth engine riding the same capex wave that Alphabet, Microsoft, and Meta are funding.

But $137.64 is paying full price for all of it. The Bean Score at -1.99σ says this is as expensive as SMTC gets. The 45% dilution means you’re buying a smaller slice of a growing pie. The debt load at 94% D/E adds risk if the cycle turns. And an RSI of 76 says the momentum crowd has already arrived.

Fair Value on the Bean Score is $97.65, a 29% pullback from here. A correction into the $95-115 range would bring the Bean Score to neutral and provide a much better entry. At $137, you’re the last buyer in a crowded trade.

Head to Head

Which Is Better Positioned?

BB has the cleaner story: first profitable year, conservative balance sheet, no dilution, 76% gross margins, growing cash flow, and a FY27 guide of $100M OCF. The problem is the stock has run 46% YTD and the 26-year track record is atrocious — this is a stock that has historically punished every buyer.

SMTC has the bigger growth engine: AI data center revenue growing 58%, LoRa ecosystem dominance, and a strategic pivot that’s actually working. The problem is the Sierra Wireless acquisition left 45% dilution, heavy debt, and GAAP losses that persist. And at 221% above the 200WMA, there’s an enormous amount of air beneath the stock.

The Growth Framework Adjustment

For growth companies, the framework needs a modifier. The Bean Score and 200WMA are backward-looking tools applied to businesses whose earning power is changing rapidly. A stock can be “expensive” on the Bean Score and still be a good buy if the FCF trajectory is steep enough to make today’s price look cheap in retrospect. The question is whether the growth rate justifies the premium.

BB: At $3.6B market cap with $41M FCF growing toward $100M, BB trades at ~88x current FCF and ~36x guided FCF. If QNX continues growing 14-20% and the operating leverage drops more to the bottom line, $150-200M in FCF by FY29 is plausible — which would put today’s price at ~18-24x forward FCF. That’s reasonable for a 76% gross margin software business with a competitive moat. The growth case works if you believe the turnaround is durable.

SMTC: At $12.8B market cap with $165M FCF, SMTC trades at ~78x current FCF. Even if FCF doubles to $330M by FY28, that’s still 39x. And the 45% dilution means the per-share value of that FCF growth is significantly lower than the headline suggests. The growth case is priced in.

Final Verdicts

BlackBerry (BB): Emerging Buy Case — Wait for a Pullback to $4.00-4.50

The turnaround is real. QNX has a genuine moat. The financials are inflecting. But RSI 86 and a -2.16σ Bean Score say you’re late. A correction to the $4-4.50 range (near the 200WMA) would align the technical, fundamental, and cash flow signals. The risk is that the stock never pulls back if the turnaround keeps delivering, but buying at RSI 86 after a 46% run is historically not a winning strategy.

Semtech (SMTC): Wait — Too Expensive at $137

The business is executing. The AI data center opportunity is real. LoRa is a moat. But at 221% above the 200WMA, -1.99σ on the Bean Score, 45% dilution, negative ROE, and heavy debt, the stock is priced for perfection. A pullback into the $95-115 range would bring the Bean Score to neutral and give a much better entry. Semi cycles are real, and this one has run a long way.

Data as of May 16, 2026. The Bean Score is experimental with only 2 quarters of baseline data. Not investment advice — see our disclaimer.