What if I took a financial product—like gold—and found the most accurate predictors in history, the most authoritative institutions, and the most famous analysts, compared each of their predictions with the actual results to find out "who is the most accurate"... and then looked at what these "most accurate people" think about the future now?

Wouldn't I then have the wealth code for this financial asset?

With this idea, I actually went and did it. Using gold as a sample, I dug through over a decade of prediction records.
For this research, we pulled out three types of people: Wall Street's top investment banks and industry institutions, the loudest influencers in the gold space, and the "god-like players" who accurately predicted key reversals.

Let's look at the data, one by one.

All the Forecast Data We Found, Laid Out

Wall Street Professional Institutions:

· LBMA (London Bullion Market Association) invites dozens of top analysts each year to make annual gold forecasts. For 2025, 28 analysts gave an average forecast of $2,735/oz. The most optimistic analyst that year—Keisuke (Bill) Okui from Sumitomo Corporation, gave $2,925, and because it was "closest to reality," he won the "Most Accurate Forecast Award" for the year.

The actual average gold price in 2025? $3,431.

This means the most bullish analyst in the entire market, who ultimately won the award, still underestimated the price by 15%. The market consensus underestimated it by a full 20%.

· Goldman Sachs has two prominent records in gold forecasting history. In April 2013, Goldman Sachs issued a report explicitly recommending shorting gold, targeting $1,450. Gold subsequently plummeted 26%, making Goldman Sachs legendary.

But recently, Goldman Sachs stumbled. In October 2024, Goldman Sachs predicted a 2025 gold price of $2,700.

Reality? The gold price soared throughout 2025, breaking through $5,600 in early 2026. Off by a factor of two.

· JPMorgan Chase gave a baseline 2026 gold price of $5,055 at the end of 2025. The gold price broke through this level ahead of schedule.

Gold Influencers (Big Vs):

· Peter Schiff, the most famous "perma-bull" in the gold circle. He's been shouting "$5,000 gold" for over a decade. Gold prices were range-bound for five or six years from 2013-2018, and he was ridiculed daily, mocked as a "stopped clock." But the gold price did indeed break $5,000 in early 2026. Latest statement (March 23): called the recent decline "illogical," predicting gold will soar to $11,400 within 3 years.

· Jim Rickards, another big V who long insisted on "$10,000 gold". Core logic: BRICS de-dollarization will force a global monetary system reset. The direction isn't wrong, but the timeline has been repeatedly pushed back, and the target price hasn't been reached yet.

· Robert Kiyosaki (author of "Rich Dad Poor Dad"), predicted in mid-March: after the coming "biggest bubble bust in history," gold will reach $35,000.

"God-like Players" Who Accurately Predicted Reversals:

· Nouriel Roubini ("Dr. Doom"), legendary for predicting the 2008 financial crisis. Made two brilliant calls on gold: In June 2013, with gold around $1,400, he wrote an article stating "the gold bubble is bursting," targeting $1,000. Gold hit a low of $1,050 at the end of 2015, perfectly confirming this. In January 2023, with gold hovering around $1,900, he turned bullish, predicting a 10% annual rise for five years, targeting $3,000. Gold later far exceeded this number.

· Ben McMillan (Chief Investment Officer, IDX Advisors), emerged recently. In early 2024, with gold around $2,000, he predicted it would reach $5,000 within five years. The market thought it was "almost insane" at the time. Gold reached it in just a year and a half.

· Ray Dalio (Founder of Bridgewater Associates), doesn't give specific prices, makes qualitative judgments from a macro cycle perspective. In January 2026, called gold the "second most important currency," recommending a 5-15% allocation in investment portfolios.

After Looking at the Data, You Might Think—Some Were Pretty Accurate?

Don't rush. The above are just their "most famous calls." When I pulled out their complete records, the picture changed.

Wall Street Professional Institutions: Typical Lagging Forecasts

What are lagging forecasts? It means they only start raising target prices after the bull market has already arrived; but the adjustments always lag behind the actual gains. When the bear market comes, they start lowering them, but always too slowly.

LBMA's 28 analysts are the best example. They make one prediction per year, essentially making slight extrapolations of the "trend that has already happened." The gold price had already risen to $2,700 in 2024, yet their median forecast for 2025 was only $2,735—almost just using last year's closing price as the forecast. The result was a 2025 average of $3,431, a 20% miss.

Goldman Sachs follows the same pattern. At the end of 2024, they only gave $2,700 for 2025, but gold later surged past $5,000. JPMorgan gave a baseline of $5,055, gold broke through early.

What these institutions are doing is more accurately described as **"trend confirmation"**—telling you that what has already happened is indeed happening, but their judgment on the magnitude is always conservative. If you wait for their signals to make decisions, you're always one step behind.

Sector Influencers (Big Vs): A Broken Clock is Right Twice a Day

Peter Schiff has been shouting $5,000 gold for over a decade. Jim Rickards keeps shouting $10,000. Kiyosaki directly calls for $35,000.

Their strategy is essentially to call for rises every year. If it rises, it's "I told you so"; if it falls, it's "not time yet."

A more critical problem: These predictions lack time granularity. They don't tell you when to get in or when to get out. If you had gone all-in on gold listening to Schiff in 2011, you would have had to endure five or six years of sideways movement and losses to get to today. Faith doesn't have a stop-loss function when you're down 40%.

The God-like Players: Were They Really Always Accurate?

This group is the most deceptive. Because they did make amazingly accurate judgments at some critical moments, the market gave them the halo of "prophets." But when I pulled out their complete records, the picture wasn't that perfect.

Roubini was right to be bearish in 2013 and right to turn bullish in 2023. He caught both turning points, which is indeed impressive.

But do you know what he missed in between? When gold first broke $1,000 in 2009, Roubini publicly said it was "impossible to rise another 20-30%." Result? Gold rose all the way to $1,900 in 2011, a gain of nearly 90%. At the end of 2009, with gold at $1,200, he said it "looks very much like a bubble" and "gold has no intrinsic value."

Throughout the entire 2009-2012 gold bull market, Roubini repeatedly sang the bearish tune, completely missing the rally. This history is never mentioned; everyone only remembers his漂亮的 bearish call in 2013 and his bullish turn in 2023.

Ben McMillan predicted $5,000 within five years in early 2024, and it happened in a year and a half. His logic was based on structural changes in central bank gold buying, and he was right. But the problem is: This is his only widely recorded prediction in the gold space. The sample size is one. Does being right once indicate systematic forecasting ability?

Ray Dalio sounds the steadiest—doesn't predict prices, only gives allocation advice. But if you look at his macro forecasting record: In 1981, he firmly believed the US was headed for a great depression, shouting it everywhere in newspapers, TV, and congressional hearings. He was completely wrong, Bridgewater almost went bankrupt, and he had to borrow $4,000 from his dad to pay family bills. In 2015, he said "a repeat of 1937 is coming"—it didn't happen. In 2018, he said "recession within two years"—didn't happen. In October 2022, he called for a "perfect storm"—that month happened to be the bottom of the US stock market.

He predicts a financial crisis almost every two or three years, most of which don't happen. Ironically, his line "You don't need to predict prices, just allocate 5-15%" might be the most useful advice from everyone.

The 2011 Script is Replaying in 2026

There's a particularly interesting finding in the report.

Before gold peaked at $1,923 in 2011, market predictions escalated疯狂ly: at the beginning of the year, people predicted $2,000; by mid-year, it doubled; near the top, Jim Sinclair called for $12,500, Rob Kirby called for $15,000. The most extreme predictions appeared just weeks before the actual peak.

Then gold crashed in September. The predictors' reaction? First called it a "healthy correction," then reluctantly lowered target prices by 20-30% months later, and finally postponed the timeline indefinitely.

In March 2026, gold plummeted 25% from its historical high of $5,600 to around $4,200—the largest single-week drop since 1983. What was the reaction of the vast majority of institutions and celebrities? Maintained their extremely high target prices, even considering the crash the "best buying opportunity."

History doesn't repeat itself simply, but the script is really similar.

So, What Do They Think About the Future Now?

Since we've dug into it, let's also list their latest judgments for your reference:

· Roubini Previous target $3,000 already achieved, remains bullish, core logic: return of inflation expectations + long-term structural rise

· McMillan Believes it will reach $10,000 within five years, core logic: central bank buying + US debt crisis + BRICS de-dollarization

· Dalio Still doesn't give a price, recommends 5-15% allocation, structural decline in fiat currency credibility

· Jamie Dimon Believes it could reach $10,000 within the year, core logic: economic concerns + inflation + asset bubbles

· Peter Schiff Believes it will reach $11,400 within three years, calls recent decline "illogical"

· Kiyosaki Believes it can reach $35,000, after the "biggest bubble bust in history"

· JPMorgan Believes it will reach $6,300, core logic: crash was profit-taking

· Goldman Sachs Believes the price will reach $5,400, core logic: bull market not over

· UBS Believes it will reach $6,200 and maintains bullish view

See? From $5,400 to $35,000, the highest and lowest differ by nearly 7 times. The same market environment, the same data sources, and the answers given by these top global minds can vary this much.

So, Did We Find the "Wealth Code"?

My conclusion after completing this entire review: No.

Institutions are always chasing, big Vs are always shouting, and the god-like players aren't always accurate either—they just happened to be right at specific moments, and no one remembers the times they were wrong. Stacking the predictions of these three groups doesn't yield a more accurate answer; instead, it creates more confusion. Because they often contradict each other at the same point in time.

I originally thought "find the most accurate person and follow them" was a path. After doing this research, I found that in the field of gold forecasting, there is no such thing as someone who is "always the most accurate," only someone who "happened to be right this time."

Final Thoughts

Gold alone has completely disenchanted me regarding so-called financial experts.

Whether ALPHA can be captured by you might really depend on fate, beyond models and data.

So, in the end, rather than trying to crack the wealth code, I decided to learn from Dalio—not predict specific prices, acknowledge uncertainty, and use allocation to manage risk.

I entered positions in gold last year and will continue to do so this year. My personal investment time horizon is calculated on a 10-year cycle.