Investing Without Probabilities: Are You Ignoring the Odds?

Every quarter, Wall Street analysts publish price targets with total conviction and zero context. A stock is at $183. The target is $272. Buy it. That's the whole argument. No timeframe. No probability of success. No acknowledgment that the target might not be reached for years, if ever. For any other high-stakes decision in life, we'd demand to know the odds. Somehow, when it comes to investing, we've collectively agreed to skip that step.

That gap between bold predictions and actual probabilities is costing investors real money.

The Price Target Problem

Let me make this concrete. Nvidia (NVDA) is one of the most widely covered stocks on Wall Street. According to current analyst data, 41 analysts cover the stock. With NVDA trading at $183.04, their average 12-month price target sits at $271.89, representing a 48.54% premium to the current price. The most bullish analyst has set a high target of $352, nearly double where the stock trades today. The most bearish has a low target of $220.

Those targets are presented as analysis. They're dressed up with models and earnings estimates and detailed financial commentary. But what's almost never included is the number that would make the target actually useful: the probability of NVDA reaching that price in a defined timeframe.

Without a probability and a timeframe, a price target is just a guess with a spreadsheet behind it. It tells you where an analyst thinks the stock could go. It tells you nothing about how likely that outcome is, or when it might happen, or what the realistic range of outcomes looks like between now and then.

Options traders work with probability every single day. The tools to answer these questions exist, they're publicly available in every options chain, and every investor should understand how to use them.

41 analysts. Average target $271.89. High target $352. Zero of those calls include a probability or a specific timeframe.

The Probability of Touch: A Reality Check

The Probability of Touch is the likelihood that a stock will reach a specific price at least once before a given expiration date. It's one of the most useful metrics in options trading, and it applies directly to the question every investor should be asking about analyst price targets.

Let me run the numbers on NVDA using three timeframes: 44 days, 135 days, and 380 days. For each target, I'm using the closest available options strike.

NVDA Hitting $270 (Closest Strike to the $271.89 Analyst Consensus)

44 days out (April 17, 2026): The probability of NVDA touching $270 within the next 44 days is 1.16%. That's roughly 1-in-86. The $270 strike carries a 99.43% probability of expiring worthless. If an analyst handed you a trade with those odds on a 44-day horizon, you'd pass.

135 days out (July 17, 2026): Extend the window to four and a half months and the probability rises to 10.94%. More time means more opportunity for price movement. Still, roughly nine times out of ten, NVDA has not reached the consensus target by mid-July.

380 days out (March 19, 2027): Over roughly 12 and a half months, the probability of NVDA touching $270 at least once reaches 35.04%. That's barely one in three, even with over a year on the clock. The analyst consensus is presented as if it's the obvious next stop for the stock. The options market is pricing it as a long shot on any near-term horizon.

The $271.89 analyst consensus target has a 1.16% probability of being touched in 44 days, 10.94% in 135 days, and 35.04% in 380 days. The target is 48.54% above the current price. The options market is pricing it accordingly.

NVDA Hitting $350 (Closest Strike to the $352 High-End Target)

Now the $352 high target, the most bullish call in the current analyst universe.

44 days out: The probability of NVDA touching $350 by April 17 is 0.06%. That's roughly 1-in-1,667. Not a trade. Not an investment thesis. A lottery ticket, priced by the options market accordingly.

135 days out: By mid-July 2026, the probability rises to 1.54%. Still under 2% with four and a half months of runway.

380 days out: By March 2027, the probability reaches 12.87%. Over a year out, and the odds are still 6-to-1 against even touching the high-end analyst target.

These numbers aren't my opinion. They're what the options market is pricing in real time, reflecting the collective judgment of every participant trading NVDA options today.

At $350, the odds collapse entirely: 0.06% in 44 days, 1.54% in 135 days, 12.87% in 380 days. The most bullish analyst call is priced by the options market as a 12-month long shot.

Why This Gap Exists

Analysts aren't necessarily being dishonest when they publish price targets without probabilities. They're operating in a system that rewards bold calls, not calibrated ones. A $352 target on NVDA generates conversation. A statement that "NVDA has a 12.87% probability of reaching $350 within the next 12 months" is accurate and useful, but it doesn't drive clicks or airtime.

The result is a media environment where price targets function more like aspirations than analysis. They're anchors that shape how investors think about a stock, without providing the context needed to evaluate whether the trade makes sense.

Options traders don't have the luxury of ignoring probability. Every options price is a direct expression of the market's collective estimate of what's likely to happen. The delta on an option is a probability measure. The implied volatility in a contract tells you how wide the market thinks the range of outcomes is. The expected move tells you where the stock is statistically likely to land by expiration. These aren't opinions. They're the market's best available estimate of probability, updated in real time.

How Options Traders Use Probability

The shift from price-target thinking to probability thinking changes how you approach every position. Here's what that looks like in practice.

When I evaluate any trade, the first question isn't "where is this stock going?" It's "what probability of success am I targeting, and does the credit or premium I'm collecting justify that probability?"

For premium selling strategies, I work primarily in the 70 to 85% probability range. That means selecting strikes where the delta is between 0.15 and 0.30, placing me in the part of the options chain where the market has priced my strikes as unlikely to be reached. When I sell a credit spread with an 80% probability of success, I'm not guessing that the stock will stay in a range. I'm quantifying that the market prices an 80% chance of that outcome and collecting premium accordingly.

That's a fundamentally different way of thinking than buying a stock because an analyst set a $272 target on it.

Options also give investors flexibility in how they express probability preferences. Want a conservative 85% probability of success with a smaller return? That trade exists. Prefer a higher payout at 65% probability? That trade exists too. The options chain is a menu of probability and reward combinations, and you get to choose where you want to sit.

Options traders choose their probability of success before entering any position. The trade-off is always the same: higher probability means lower credit, lower probability means higher potential reward.

Applying Probability Thinking Beyond Options

You don't have to trade options to benefit from probability thinking. The core discipline is transferable to any investment decision.

Ask for a timeframe. A price target without a timeframe is incomplete information. "NVDA to $272" means something very different if that's a 44-day call versus a 380-day call. Always ask when.

Estimate the odds. Even without an options chain, you can ask whether the move required to hit a target is consistent with the stock's historical behavior. A 48.54% move to the average analyst target is not a small ask. The options market prices a 12-month probability of touch at 35% for that level. Is the bull case proposing something outside that pattern? If so, by how much, and why?

Know your maximum loss before you enter. This is where defined-risk structures like credit spreads or iron condors have an inherent advantage over outright stock positions. You know the worst-case outcome before the trade is live. That changes the psychology of holding a position through volatility.

Position sizing is the most underrated risk tool. Whether you're buying stock or trading options, the percentage of your portfolio in any single position determines how much damage a wrong call can do. Proper position sizing is the mechanism that lets the law of large numbers work in your favor over time. One bad trade at 2% of portfolio is recoverable. The same trade at 25% is not.

Risk Reality Check

Probability thinking isn't a guarantee of success. It's a framework for making decisions with better information.

A trade with an 80% probability of success will fail roughly 20% of the time. Over a large enough sample, that rate should be close to 20%. The discipline is in accepting that losing trades are part of the system, sizing positions so that losses don't damage the portfolio, and continuing to take high-probability setups rather than abandoning the approach after a string of losses.

The other risk of probability thinking is false precision. The probabilities embedded in options pricing are derived from implied volatility, which reflects current market consensus, not certainty. When actual volatility exceeds implied volatility, outcomes fall outside expected ranges more often than the model predicts. This is why checking IV Rank and IV Percentile matters: you want to know whether current implied volatility is elevated or compressed relative to historical norms before relying on the probability estimates it generates.

The Probability of Touch and the probability of expiring in the money are also two different numbers, and confusing them leads to poor decisions. A short strike with an 80% probability of expiring worthless might have a 35% probability of being touched at some point before expiration. A position can be tested and still expire profitable if the underlying recovers. Understanding this distinction is what separates patient, disciplined traders from those who exit sound positions early out of panic.

Probabilities are tools. Like any tool, they're most useful when you understand both what they measure and what they don't.

Key Takeaways

• A price target without a probability and a timeframe is not analysis. It's an aspiration. The NVDA $271.89 analyst consensus has a 1.16% probability of being touched in 44 days and only a 35.04% probability over 380 days. A 48.54% premium to the current price is much further away than it looks on a forecast chart.

• The Probability of Touch tells you how likely a price level is to be reached at least once before expiration. The $350 high-end target has a 0.06% probability over 44 days and a 12.87% probability over 380 days. These aren't pessimistic estimates. They're what the options market, reflecting every participant trading NVDA today, is pricing in real time.

• Options traders don't guess at probability. They select it. By choosing strikes at specific delta levels, premium sellers position themselves with a defined probability of success before the trade is placed. An 0.20 delta short strike corresponds to roughly an 80% probability of expiring worthless. That's not an opinion. It's what the market is pricing.

• Probability thinking applies to every investment decision, not just options trades. Asking what the odds are, what timeframe you're working with, and what your maximum loss is will improve any investment process, regardless of the instrument being traded.

• High probability of success requires consistent position sizing to work over time. An 80% win rate generates consistent profits only if individual losses are small enough to be absorbed. Position sizing is the mechanism that lets the probabilities play out across enough trades to matter. Skip it and even a sound framework breaks down.

Andy Crowder

📩 Want to see how a 24+ year professional options trader approaches the market?

Subscribe to The Option Premium, my free weekly newsletter where I share:

• Probability-based strategies that actually work: credit spreads, cash-secured puts, the wheel, LEAPS, poor man's covered calls, and more

• Real trade breakdowns with the math behind every decision

• Market insights for any environment, whether we're grinding higher, pulling back, or chopping sideways

No hype. No predictions. Just the frameworks I've used to trade options for over two decades.

📺 Want more? Follow me on YouTube for in-depth tutorials, live trade analysis, and the kind of education you won't find anywhere else.

Connect with me:

• X/Twitter

• Facebook Group

This newsletter is for educational purposes only and should not be considered investment advice. Options trading involves significant risk and is not suitable for all investors. Past performance does not guarantee future results. Always consult with a qualified financial professional before making investment decisions.