What if I took a financial product—like gold—and found the historically most accurate forecasters, the most authoritative institutions, and the most famous analysts, compared every prediction with the actual outcome to find out "who is the most accurate"... and then looked at what these "most accurate people" currently think about the future—
Would I then have the wealth code for this financial asset?💰
Driven by this thought, I actually went and did it. Using gold as the 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 big Vs in the gold space, and the "god-tier 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 every 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 that year's "Most Accurate Forecast Award".
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%. And the market consensus underestimated it by a full 20%.
- Goldman Sachs has two significant records in gold forecasting history. In April 2013, Goldman Sachs issued a report explicitly recommending shorting gold, targeting $1,450. Gold subsequently plummeted 26%, cementing Goldman's legendary status.
But more recently, Goldman got it wrong. In October 2024, Goldman predicted a 2025 gold price of $2,700. The 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 forecast of $5,055 at the end of 2025. The gold price broke through this level ahead of schedule.
Gold Big Vs:
- Peter Schiff, the gold circle's most famous "perma-bull." He's been calling for "$5,000 gold" for over a decade. Gold prices were range-bound for five or six years from 2013-2018, and he was mocked daily, called a "broken clock." But the gold price did indeed break through $5,600 in early 2026. He was right after calling for it for over ten years.
- Jim Rogers, a legendary commodity market investor. In the early 2010s, he predicted gold would rise above $2,000, which was considered outrageous at the time. Looking back now, he was right on direction, but his timing was off by a decade.
- Mike Maloney, creator of the "Hidden Secrets of Money" video series, a deep gold bull. Long-term prediction that gold is severely undervalued and will eventually return to its true historical monetary value. His predictions were consistently verified by the market as overly optimistic between 2015-2020. After 2020, as gold prices started rising, he began to be seen as "finally right."
God-Tier Players:
- Nouriel Roubini (Dr. Doom), most famous for accurately predicting the 2008 financial crisis. Regarding gold: In 2013, when the gold price fell from $1,900, he said at the $1,500-$1,600 level to "remain bearish," and the gold price indeed fell through the $1,200 low, a perfect match. In January 2023, with gold hovering around $1,900, he turned bullish, predicting a 10% annual rise over five years, targeting $3,000. The gold price later far exceeded this number.
- Ben McMillan (Chief Investment Officer, IDX Advisors), who stood out in recent market action. In early 2024, with gold around $2,000, he predicted it would reach $5,000 within five years. The market thought it was "almost crazy" at the time. The result? 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, he called gold the "second most important currency," recommending a 5-15% portfolio allocation.
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 changes.
Wall Street Professional Institutions: Typical Lagging Forecasts
What are lagging forecasts? It means the bull market has already arrived, and they only then start raising their target prices; but the adjustments always lag behind the actual gains. When the bear market comes, they start cutting their targets, but always too slowly.
The LBMA's 28 analysts are the best example. They make one prediction per year, essentially making a slight extrapolation 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, and gold later surged past $5,000. JPMorgan gave a baseline of $5,055, and 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 will always be one step behind.
Sector Big Vs: A Broken Clock is Right Twice a Day
Peter Schiff has been calling for $5,000 gold since over a decade ago. Jim Rickards keeps calling for $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 listened to Schiff in 2011 and gone all-in on gold, 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%.
God-Tier Players: Were They Really Always Right?
This category is the most deceptive. Because they did indeed make amazingly accurate judgments at some critical moments, the market gave them the "prophet" halo. But when I pulled out their complete records, the picture wasn't so 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 the gold price first broke through $1,000 in 2009, Roubini publicly said it was "impossible to rise another 20-30%". The 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 again said it "looks very much like a bubble," "gold has no intrinsic value."
Throughout the entire 2009-2012 gold bull market, Roubini repeatedly sang the bearish tune, completely missing the rally. No one mentions this history; 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 was reached in a year and a half. His logic was based on structural changes in central bank gold buying, and he was indeed 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—he 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 father to pay the family bills. In 2015, he said "a replay of 1937 is coming"—it didn't. In 2018, he said "recession within two years"—it didn't come. 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. But ironically, his line "You don't need to predict the price, you just need to allocate 5-15%" has become the most useful sentence of all.
The 2011 Script is Replaying in 2026
There was a particularly interesting finding in the report.
Before the gold price peaked at $1,923 in 2011, market forecasts escalated疯狂ly: at the beginning of the year, everyone was predicting $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 the gold price crashed in September. The forecasters' reaction? First, they called it a "healthy correction," then reluctantly cut their target prices by 20-30% over several months, and finally postponed the timeline indefinitely.
In March 2026, the gold price crashed 25% from its all-time 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? Maintain 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, How Do They View the Future Now?
Since we've dug it all up, let's also list their latest judgments for your reference:
Person/Institution Latest Forecast Core Logic Roubini Previous target $3,000 achieved, bullish stance unchanged Return of inflation expectations + long-term structural rise McMillan $10,000 within five years Central bank gold buying + US debt crisis + BRICS de-dollarization Dalio No price given, recommends 5-15% allocation Structural decline in fiat currency credibility Jamie Dimon Could touch $10,000 this year Economic worries + inflation + asset bubbles Peter Schiff $11,400 within three years Calls recent decline "illogical" Kiyosaki $35,000 After "the biggest bubble burst in history" JPMorgan $6,300 Believes crash is profit-taking Goldman Sachs $5,400 Bull market not over UBS $6,200 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 globally top minds can differ so much.
So, Did We Find the "Wealth Code"?
My conclusion after completing this entire梳理: No, we didn't find it.
Institutions are always chasing, big Vs are always shouting, and god-tier players aren't always right 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 types of people together 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 simply is no "always most accurate person." There are only "people who happened to be right this time."
Final Thoughts
Looking at just gold alone has彻底祛魅ed me regarding so-called financial experts.
Whether ALPHA can be captured by you, besides models and data, might really depend on fate.
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 a gold position last year and will continue to add this year. My investment time horizon is personally calculated on a 10-year cycle.
