Author: Jiayi
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 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" currently think about the future?
Wouldn't I then hold 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 all three categories: 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:
- The 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 bullish analyst that year—Keisuke (Bill) Okui from Sumitomo Corporation, gave $2,925, and because it was "closest to actual" won that year's "Most Accurate Forecast Award".
The actual average gold price in 2025? $3,431.
Meaning, the most bullish analyst in the entire market, who ultimately won the award, still undershot the actual price by 15%. The market consensus underestimated it by a full 20%.
- Goldman Sachs has two particularly notable entries in gold forecasting history. In April 2013, Goldman issued a report explicitly recommending shorting gold, target $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 of $5,055 at the end of 2025. The price broke through this level ahead of schedule.
Gold Influencers (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 moved sideways for five or six years from 2013-2018, he was mocked daily, ridiculed as a "stopped clock." But the gold price did indeed break $5,000 in early 2026. Latest statement (March 23rd): called the recent decline "illogical," predicts gold will soar to $11,400 within 3 years.
- Jim Rickards, another long-term proponent of "$10,000 gold." Core logic is that BRICS de-dollarization will force a global monetary system reset. Direction correct, but the timeline keeps getting pushed back, target price not yet achieved.
- Robert Kiyosaki (author of "Rich Dad Poor Dad"), mid-March prediction: After the coming "biggest bubble bust in history," gold will reach $35,000.
The "God-like Players" Who Accurately Predicted Reversals:
- Nouriel Roubini ("Dr. Doom"), achieved legendary status for predicting the 2008 financial crisis. Made two excellent calls on gold: In June 2013, with gold around $1,400, he wrote an article stating "the gold bubble is popping," target $1,000. Gold hit a low of $1,050 at the end of 2015, perfectly印证 (yìnzhèng - corroborating) it. In January 2023, with gold hovering around $1,900, he turned bullish, predicting 10% annual gains for five years, target $3,000. Gold later far exceeded this number.
- Ben McMillan (CIO of 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 crazy" at the time. Gold got there in just a year and a half.
- Ray Dalio (founder of Bridgewater Associates), doesn't give specific prices, makes qualitative judgments from a cyclical macro perspective. In January 2026, called gold the "second most important currency," recommended 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's when a bull market has already arrived, they start raising their target prices; but the adjustments always lag behind the actual gains. When a bear market comes, they start cutting, but always too slowly.
The LBMA's 28 analysts are the best example. Making an annual forecast is essentially making a slight extrapolation of the "trend that has already happened." The gold price had already risen to $2,700 in 2024, their median forecast for 2025 was only $2,735—almost just using last year's closing price as the forecast. Result: 2025 average price $3,431, a 20% miss.
Goldman follows the same pattern. End of 2024, looking at 2025, they only gave $2,700, 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 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 calling for rises every year; if it rises, it's "I told you so," if it falls, it's "not time yet."
A more fatal problem: These predictions lack time granularity. They don't tell you when to get in, when to get out. If you had listened to Schiff and gone all-in on gold 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 category is the most deceptive. Because they did indeed make astonishingly accurate judgments at some critical moments, the market gave them the halo of "prophets." But when I pulled out their complete records, the picture isn't so perfect.
Roubini was right to be bearish in 2013, and right to turn bullish in 2023. He caught both turning points, truly 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 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. This part of history is never mentioned; everyone only remembers his beautiful 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, based on structural changes in central bank gold buying, was indeed correct. But the problem is: This is his only widely recorded prediction in the gold field. The sample size is one. Does being right once indicate systematic predictive ability?
Ray Dalio sounds the steadiest—doesn't predict prices, only gives allocation advice. But look at his macro prediction record: In 1981, firmly believed the US was heading for a great depression, shouted it everywhere in newspapers, TV, congressional hearings; result: hugely wrong, Bridgewater almost went bankrupt, had to borrow $4,000 from his dad to pay household bills. 2015 said "a replay of 1937 is coming," didn't happen. 2018 said "recession within two years," didn't happen. October 2022 shouted "perfect storm"—that month happened to be the bottom of the US stock market.
Predicts a financial crisis almost every two or three years, most of which didn't happen. But ironically, his line "You don't need to predict prices, just allocate 5-15%" turned out to be the most useful sentence of all.
The 2011 Script is Replaying in 2026
There's a particularly interesting finding in the report.
Before the gold price peaked at $1,923 in 2011, market forecasts escalated疯狂 (fēngkuáng - crazily) in steps: at the start of the year, everyone predicted $2,000, doubled by mid-year, 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 forecasters' reaction? First called it a "healthy correction," then reluctantly cut target prices by 20-30% months later, finally postponed the timeline indefinitely.
In March 2026, gold fell 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 considered the crash the "best buying opportunity."
History doesn't repeat itself exactly, but the script is really similar.
So, How Do They See the Future Now?
Since we've dug it all up, let's also list their latest judgments for your reference:
Person / Institution | Latest Prediction | Core Logic --- | --- | --- Roubini | Previous target $3,000 achieved, bullish direction unchanged | Return of inflation expectations + long-term structural rise McMillan | $10,000 within five years | Central bank buying + US debt crisis + BRICS de-dollarization Dalio | No price, recommends 5-15% allocation | Structural decline in fiat currency credit Jamie Dimon | Could touch $10,000 within the year | Economic worries + inflation + asset bubbles Peter Schiff | $11,400 within three years | Calls recent decline "illogical" Kiyosaki | $35,000 | After the "biggest bubble bust 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. Same market environment, same data sources, the world's top minds give answers that can differ this much.
So, Did We Find the "Wealth Code"?
My conclusion after completing this entire review: No.
Institutions are always chasing, influencers 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; 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
Gold alone has completely disenchanted me with 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.
Bought gold last year, will continue buying this year. Personal investment time horizon is calculated on a 10-year cycle.
