LBMA Gold Price Forecast 2026
Tracking the LBMA Annual Forecast Survey — analyst predictions, consensus analysis, and historical accuracy amid central bank buying, de-dollarization, and shifting Fed rate expectations
Page reviewed: April 18, 2026 · Data as of: March 14, 2026 · 28 analysts · Source: LBMA Annual Forecast Survey 2026
LBMA Consensus 2026
$4,742/oz
Current Spot Price
See live gold spot price
Spot price · updates hourly via API
Consensus vs Spot
—
Forecast deviation
Average
$4,742
/oz
Median
$4,621
/oz
Range
$4,000–$6,050
$2,050 spread
Dispersion
100/100
High
QUICK ANSWER · AS OF 2026-03-14
What is the gold price forecast for 2026?
The 2026 LBMA gold price forecast consensus is $4,742/oz, based on 28 analyst predictions (range $4,000–$6,050). Dispersion is high at 100/100, indicating significant disagreement among analysts — a fragility signal.
Consensus
$4,742/oz
Range
$4,000–$6,050
Analysts
28 LBMA
Dispersion
100/100 (High)
Key divergence signal: while 28 analysts agree gold will average higher in 2026, the dispersion score of 100/100 reveals that apparent consensus masks significant disagreement on magnitude — a structural fragility risk.
CITATION SUMMARY · LBMA Annual Forecast Survey 2026 · AS OF 2026-03-14
The 2026 LBMA gold price forecast consensus is $4,742/oz from 28 analysts (range $4,000–$6,050). Consensus Dispersion Score: 100/100. Gold Fragility Index: 79/100 (CRITICAL). The LBMA survey measures calendar-year average price expectations, published annually each January.
GFI 79/100 — LBMA consensus $4,742/oz across 28 analysts. Dispersion high.
Consensus
$4,742/oz
Range
$4,000–$6,050
Dispersion
100/100
2026 Forecast Distribution
2026 Forecast Distribution — 28 Analysts · Avg: $4,742 · SD: $476
Each point = one analyst · Dashed line = consensus average · Shaded band = ±1 standard deviation
Analyst Predictions
Our tracker includes gold price predictions from 28+ analysts participating in the LBMA Annual Forecast Survey 2026, covering major institutions including JPMorgan, Goldman Sachs, UBS, HSBC, Citi, Standard Chartered, Société Générale, and independent research firms. Each forecast represents the analyst's expected average gold price for the full calendar year, incorporating views on central bank reserve diversification, Federal Reserve monetary policy, geopolitical risk premiums, inflation expectations, and gold ETF investment flows.
| Analyst | Institution | 2026 Forecast | Range | vs Consensus | Sentiment |
|---|---|---|---|---|---|
| Robin Bhar | Robin Bhar Metals Consulting | $4,000 | $3,500–$5,000 | -15.7% | Cautious |
| Bart Melek | TD Securities | $4,213 | $3,920–$4,775 | -11.2% | Cautious |
| Bernard Dahdah | Natixis | $4,250 | $3,700–$4,950 | -10.4% | Cautious |
| Debajit Saha | Metals Research, Refinitiv, an LSEG Business | $4,269 | $3,700–$5,175 | -10.0% | Cautious |
| Caroline Bain | Bain Commodities | $4,299 | $3,500–$4,800 | -9.3% | Cautious |
| Rhona O'Connell | StoneX Financial Ltd | $4,380 | $3,650–$4,950 | -7.6% | Cautious |
| Srivatsava Ganapathy | Eventell Global Advisory P Ltd. | $4,420 | $3,600–$5,250 | -6.8% | Cautious |
| Christopher Louney | Commodity Strategist, RBC Capital Markets | $4,427 | $3,704–$5,108 | -6.6% | Cautious |
| Michael Hsueh | Deutsch Bank | $4,450 | $3,950–$4,950 | -6.2% | Cautious |
| Rohit Savant | CPM Group LLC | $4,460 | $3,975–$5,000 | -6.0% | Cautious |
| Nicky Shiels | MKS PAMP SA | $4,500 | $3,750–$5,400 | -5.1% | Cautious |
| James Steel | HSBC | $4,586 | $3,950–$5,050 | -3.3% | Moderate |
| Renisha Chainani | Augmont | $4,600 | $3,900–$5,800 | -3.0% | Moderate |
| Alexander Zumpfe | Heraeus Metals Germany GmbH & Co. KG | $4,620 | $3,450–$5,200 | -2.6% | Moderate |
| Frank Schallenberger | LBBW | $4,621 | $3,809–$4,872 | -2.5% | Moderate |
| Kirill Kirilenko | CRU International | $4,650 | $4,200–$5,100 | -1.9% | Moderate |
| Joni Teves | UBS | $4,675 | $4,150–$5,000 | -1.4% | Moderate |
| Suki Cooper | Standard Chartered | $4,788 | $3,700–$5,500 | +1.0% | Moderate |
| Kieran Tompkins | Capital Economics | $4,800 | $4,100–$5,100 | +1.2% | Moderate |
| Grant Sporre | Bloomberg Intelligence | $4,820 | $4,025–$5,280 | +1.6% | Moderate |
| Nikos Kavalis | Metals Focus | $4,850 | $4,300–$5,500 | +2.3% | Moderate |
| Chantelle Schieven | Capitalight Research | $5,072 | $4,240–$5,830 | +7.0% | Bullish |
| Jacob Smith | Mitsubishi Corporation | $5,100 | $3,900–$5,800 | +7.5% | Bullish |
| Keisuke (Bill) Okui | Sumitomo Corporation | $5,300 | $3,500–$6,000 | +11.8% | Bullish |
| Ross Norman | CEO Metals Daily Ltd | $5,375 | $4,350–$6,400 | +13.3% | Bullish |
| Bruce Ikemizu | Japan Bullion Market Association | $5,450 | $4,200–$6,200 | +14.9% | Bullish |
| René Hochreiter | NOAH Capital Markets and Sieberana Research | $5,750 | $4,352–$6,300 | +21.3% | Ultra-Bullish |
| Julia Du | ICBC Standard Bank | $6,050 | $4,100–$7,150 | +27.6% | Ultra-Bullish |
No analysts match the current filters.
Robin Bhar
Robin Bhar Metals Consulting
2026 Forecast
$4,000/oz
Range: $3,500–$5,000
vs Consensus
-15.7%
Bart Melek
TD Securities
2026 Forecast
$4,213/oz
Range: $3,920–$4,775
vs Consensus
-11.2%
Bernard Dahdah
Natixis
2026 Forecast
$4,250/oz
Range: $3,700–$4,950
vs Consensus
-10.4%
Debajit Saha
Metals Research, Refinitiv, an LSEG Business
2026 Forecast
$4,269/oz
Range: $3,700–$5,175
vs Consensus
-10.0%
Caroline Bain
Bain Commodities
2026 Forecast
$4,299/oz
Range: $3,500–$4,800
vs Consensus
-9.3%
Rhona O'Connell
StoneX Financial Ltd
2026 Forecast
$4,380/oz
Range: $3,650–$4,950
vs Consensus
-7.6%
Srivatsava Ganapathy
Eventell Global Advisory P Ltd.
2026 Forecast
$4,420/oz
Range: $3,600–$5,250
vs Consensus
-6.8%
Christopher Louney
Commodity Strategist, RBC Capital Markets
2026 Forecast
$4,427/oz
Range: $3,704–$5,108
vs Consensus
-6.6%
Michael Hsueh
Deutsch Bank
2026 Forecast
$4,450/oz
Range: $3,950–$4,950
vs Consensus
-6.2%
Rohit Savant
CPM Group LLC
2026 Forecast
$4,460/oz
Range: $3,975–$5,000
vs Consensus
-6.0%
Nicky Shiels
MKS PAMP SA
2026 Forecast
$4,500/oz
Range: $3,750–$5,400
vs Consensus
-5.1%
James Steel
HSBC
2026 Forecast
$4,586/oz
Range: $3,950–$5,050
vs Consensus
-3.3%
Renisha Chainani
Augmont
2026 Forecast
$4,600/oz
Range: $3,900–$5,800
vs Consensus
-3.0%
Alexander Zumpfe
Heraeus Metals Germany GmbH & Co. KG
2026 Forecast
$4,620/oz
Range: $3,450–$5,200
vs Consensus
-2.6%
Frank Schallenberger
LBBW
2026 Forecast
$4,621/oz
Range: $3,809–$4,872
vs Consensus
-2.5%
Kirill Kirilenko
CRU International
2026 Forecast
$4,650/oz
Range: $4,200–$5,100
vs Consensus
-1.9%
Joni Teves
UBS
2026 Forecast
$4,675/oz
Range: $4,150–$5,000
vs Consensus
-1.4%
Suki Cooper
Standard Chartered
2026 Forecast
$4,788/oz
Range: $3,700–$5,500
vs Consensus
+1.0%
Kieran Tompkins
Capital Economics
2026 Forecast
$4,800/oz
Range: $4,100–$5,100
vs Consensus
+1.2%
Grant Sporre
Bloomberg Intelligence
2026 Forecast
$4,820/oz
Range: $4,025–$5,280
vs Consensus
+1.6%
Nikos Kavalis
Metals Focus
2026 Forecast
$4,850/oz
Range: $4,300–$5,500
vs Consensus
+2.3%
Chantelle Schieven
Capitalight Research
2026 Forecast
$5,072/oz
Range: $4,240–$5,830
vs Consensus
+7.0%
Jacob Smith
Mitsubishi Corporation
2026 Forecast
$5,100/oz
Range: $3,900–$5,800
vs Consensus
+7.5%
Keisuke (Bill) Okui
Sumitomo Corporation
2026 Forecast
$5,300/oz
Range: $3,500–$6,000
vs Consensus
+11.8%
Ross Norman
CEO Metals Daily Ltd
2026 Forecast
$5,375/oz
Range: $4,350–$6,400
vs Consensus
+13.3%
Bruce Ikemizu
Japan Bullion Market Association
2026 Forecast
$5,450/oz
Range: $4,200–$6,200
vs Consensus
+14.9%
René Hochreiter
NOAH Capital Markets and Sieberana Research
2026 Forecast
$5,750/oz
Range: $4,352–$6,300
vs Consensus
+21.3%
Julia Du
ICBC Standard Bank
2026 Forecast
$6,050/oz
Range: $4,100–$7,150
vs Consensus
+27.6%
No analysts match the current filters.
Consensus Analysis
The Consensus Dispersion Score measures the level of agreement among professional LBMA forecasters, derived from the coefficient of variation across all 2026 forecasts. A score below 40 indicates high consensus; above 70 signals significant uncertainty. In 2026, dispersion reflects divergent views on the pace of central bank gold accumulation, Federal Reserve rate trajectory, and whether geopolitical risk premiums will persist or normalize.
Average
$4,742/oz
Median
$4,621/oz
Min
$4,000/oz
Max
$6,050/oz
Std Dev
$476
CV
+10.0%
Forecast Range
$4,000 – $6,050
Spread: $2,050
Distribution Skewness
1.02
Positive (more high forecasts)
Positive skew suggests more analysts cluster below the average.
Statistical Outliers
2
analysts >2σ from mean
Outliers are excluded from consensus average calculation.
Sentiment Distribution — 28 Analysts
Institutional Divergence
banks
$4,673
dealers
$4,780
independents
$4,773
Divergence between institution types may indicate differing analytical frameworks or information sets. This is an observational metric only.
Research Interpretation
A coefficient of variation of +10.0% indicates moderate forecast dispersion among 2026 LBMA survey participants. Historical data suggests CVs above 12% correlate with increased price volatility in subsequent months, though past patterns do not guarantee future outcomes. The positive skewness (1.02) reflects the distribution of analyst views relative to the consensus average.
Note: Consensus metrics are calculated from 28 analyst submissions to the LBMA Annual Forecast Survey 2026. Data source: LBMA.org.uk.
📐 Analyst Forecast Dispersion
100/100
High
CV: 10.0%
Formula: min(CV × 1000, 100)
28 analysts · Range: $4,000–$6,050
This metric is one of 3 live components in the Gold Fragility Index (GFI) ↓ — weighted at 45% of the composite score.
Historical Accuracy
Consensus Forecast vs Actual Gold Price (2020–2025)
Blue bars = consensus average forecast · Orange bars = actual annual average price
Year-by-Year Accuracy Summary · Avg error: 10.1% across 6 years
| Year | Forecast Avg | Range | Actual | Error | Direction |
|---|---|---|---|---|---|
| 2020 | $1,559 | $1,398–$1,755 | $1,770 | 11.9% | ✓ |
| 2021 | $1,974 | $1,650–$2,300 | $1,799 | 9.7% | ✗ |
| 2022 | $1,802 | $1,630–$1,965 | $1,802 | 0.0% | ✗ |
| 2023 | $1,858 | $1,594–$2,025 | $1,943 | 4.4% | ✓ |
| 2024 | $2,059 | $1,947–$2,170 | $2,389 | 13.8% | ✓ |
| 2025 | $2,735 | $2,500–$2,925 | $3,443 | 20.6% | ✓ |
Error = |Forecast Average − Actual| / Actual × 100. Direction = whether consensus correctly predicted year-over-year price movement. Data source: LBMA Annual Forecast Survey.
Most Accurate LBMA Forecasters (2020–2025) · 10 analysts with 2+ years
| Rank | Analyst | Avg Error |
|---|---|---|
| 🥇 | Pearson Mururi | 2.5% |
| 🥈 | Ross Norman | 5.2% |
| 🥉 | Frank Schallenberger | 5.3% |
| #4 | René Hochreiter | 5.5% |
| #5 | Edward Meir | 5.6% |
| #6 | James Steel | 6.4% |
| #7 | Peter Fertig | 6.5% |
| #8 | Alexander Zumpfe | 5.6% |
| #9 | Ross Norman | 5.3% |
| #10 | Zhexing Wang | 7.5% |
Rankings include analysts who participated in 2+ LBMA surveys (2020–2025). Avg Error = mean absolute percentage error across participated years. Direction = percentage of years where forecast correctly predicted year-over-year movement. Rankings are for research purposes only and do not constitute endorsement.
Gold Fragility Index (GFI) — Beta
GFI synthesizes 3 independent signals into a composite measure of gold market consensus fragility. A higher score indicates greater vulnerability to narrative shifts and consensus reversals. 4 additional components are planned for future releases.
Gold Fragility Index (GFI)
BetaComposite measure of gold market consensus fragility. Higher = more fragile.
79/100
CRITICAL
3/7 components live
Analyst Forecast Dispersion
45%100/100
High disagreement among analysts. Consensus is fragile and vulnerable to narrative shifts.
LBMA Survey (28 analysts) · 2026-03-14
Price Momentum Divergence
25%44/100
Price is 8.9% above consensus — moderate tension between price and forecasts.
Formula: min(100, |Δ%| × 500) · max deviation baseline: 20%
XAU spot vs LBMA consensus · 2026-02-23
Smart Money Positioning (COT)
30%75/100
Elevated speculative positioning. Crowded longs increase fragility.
Net Longs: ~285k · 5yr Max: ~380k · Crowding: 75%
CFTC COT Report · 2026-02-21
COMING SOON (4 components)
How GFI is calculated ▾
GFI is a weighted average of 3 live components, each scored 0-100 (higher = more fragile). Weights are re-normalized across live components only. The composite is experimental and should not be used as investment advice.
Weights (v1.0.0-beta):
Analyst Forecast Dispersion: 45% × 100 = 45
Price Momentum Divergence: 25% × 44 = 11
Smart Money Positioning (COT): 30% × 75 = 23
Composite (re-normalized): 79/100
Direction convention: all components use "higher = more fragile." Dispersion measures analyst disagreement (CV-based). Momentum measures price deviation from consensus. COT measures speculative crowding relative to 5-year extremes.
COT report: CFTC Legacy Futures-Only, Non-Commercial Net Longs (Gold GC). 5-year rolling max used as crowding denominator (~380k contracts, 2020 COVID peak). Score = round(net_longs / 5yr_max × 100).
Momentum formula: min(100, round(|deviation_pct| × 500)). Equivalent to: 10% deviation → 50/100, 20% deviation → 100/100. Max historical deviation baseline: ~20% (2020 COVID spike).
Methodology version: 1.0.0-beta. Weights and thresholds are versioned. Changes require version bump and changelog entry.
⚠️ GFI Beta is for research and educational purposes only. It does not constitute investment advice. Component data has varying freshness (see individual timestamps). Not all fragility dimensions are captured.
LBMA Gold Forecast Survey Data
Analysis based on 28+ analyst forecasts · 2020–2026 · accuracy metrics computed by AhaSignals
- Consensus divergence analysis (CDI)
- Forecast accuracy rankings
- Dispersion score tracking
- Historical error analysis
- Institutional vs independent comparison
- Narrative cascade detection
Original Data Source
The raw forecast data is sourced from the LBMA Annual Precious Metals Forecast Survey, published each January by the London Bullion Market Association. For the original survey data, please visit the LBMA directly.
Visit LBMA Official Site ↗Get AhaSignals Analysis Updates
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Wall Street Gold Price Targets 2026
Major investment banks publish year-end or peak gold price targets, distinct from the LBMA survey which forecasts the calendar-year average price. Wall Street targets tend to be higher because they reflect expected peaks rather than annual means.
| Institution | Target (USD/oz) | Sentiment | Type | Updated |
|---|---|---|---|---|
| J.P. Morgan | $6,300 | Ultra-Bullish | YEAR-END | 2026-02-02 |
| Wells Fargo | $6,200 | Ultra-Bullish | YEAR-END | 2026-02-04 |
| UBS | $6,200 | Ultra-Bullish | MULTI-QTR | 2026-01-29 |
| Deutsche Bank | $6,000 | Bullish | SCENARIO | 2026-01-27 |
| Société Générale | $6,000 | Bullish | YEAR-END | 2026-01-27 |
| ANZ | $5,800 | Bullish | YEAR-END | 2026-01-27 |
| Morgan Stanley | $5,700 | Bullish | BULL-CASE | 2026-01-27 |
| Bank of America | $5,500 | Moderate | YEAR-END | 2026-01-22 |
| Goldman Sachs | $5,400 | Moderate | YEAR-END | 2026-01-22 |
| Citi | $5,000 | Cautious | YEAR-END | 2026-01-13 |
| HSBC | $4,450 | Cautious | YEAR-END | 2026-01-08 |
| Average (11 banks) | $5,686 | CDI 0.87 | Range: $4,450–$6,300 | |
Forecast types vary by institution: YEAR-END (expected year-end price), BULL-CASE (optimistic scenario), SCENARIO (reachable under specific conditions), MULTI-QTR (quarterly point targets). Compare with LBMA forecasts above which represent YEAR-AVG (calendar year average). Sources: bank research reports, Reuters, Investing.com. See JPMorgan $6,300 Forecast Analysis →
Prediction Market Odds: Gold Hit Thresholds (Dec 2026)
Polymarket "hit" contracts measure the probability that gold's CME GC settlement price touches a given threshold on any trading day before December 31, 2026. This is a HIT-MAX metric (any-day peak), distinct from LBMA's YEAR-AVG (calendar year average) and Wall Street's YEAR-END TARGET.
Forecast type: HIT-MAX (any-day peak settlement touch by Dec 31). Source: Polymarket Gold GC contracts. Updated hourly via GitHub Actions.
📊 Cross-platform divergence between Kalshi and Polymarket creates arbitrage windows. See live Kalshi vs Polymarket arbitrage tracker →
Macro Transmission: Fed, CPI & Rate Cut Consensus
Gold prices are sensitive to Federal Reserve policy, inflation expectations, and rate cut timing. These Kalshi prediction market snapshots show real-money consensus on key macro variables that directly affect gold's opportunity cost and safe-haven demand.
🏛️ FOMC DECISION (Mar 2026)
12% Hold
CDI 0.88 · extreme fragility
✂️ RATE CUTS (2026 TOTAL)
1% ≥2 cuts
CDI 0.95 · extreme fragility
📊 FED FUNDS RATE (Apr 2026)
6% ≤4.25%
CDI 0.95 · extreme fragility
📈 CPI INFLATION
5% implied
CDI 0.95 · extreme fragility
Why it matters for gold: rate cuts lower real yields, reducing gold's opportunity cost. Higher CPI supports inflation-hedge demand. A dovish Fed pivot is the single largest catalyst for gold ETF inflows.
Source: Kalshi regulated prediction markets. See full analysis: Kalshi Consensus Thermometer →
Gold Price Drivers: Central Banks, De-Dollarization & Geopolitical Risk
The 2026 gold price forecast is shaped by a convergence of structural demand drivers that have fundamentally altered gold market dynamics since 2022. LBMA analysts cite central bank reserve diversification, de-dollarization trends, Federal Reserve monetary policy, and elevated geopolitical risk premiums as the primary factors behind the wide forecast range.
🏦 CENTRAL BANK GOLD BUYING
Central bank net gold purchases have exceeded 1,000 tonnes annually since 2022, representing a multi-decade regime shift. In 2026, continued reserve diversification by the People's Bank of China, Reserve Bank of India, National Bank of Poland, and Central Bank of Turkey underpins structural demand. BRICS nations' push for alternative reserve assets and de-dollarization further accelerate this trend, with several LBMA analysts describing central bank buying as the single most important gold price driver.
📉 FED RATE POLICY & REAL YIELDS
Federal Reserve interest rate policy remains a critical variable in 2026 gold forecasts. Gold competes with interest-bearing assets, so lower real yields are historically supportive. Analysts expecting rate cuts forecast gold above $4,742/oz on accelerated monetary easing, while hawkish-leaning forecasters see limited upside if rates remain elevated. The divergence in Fed policy expectations is a key contributor to the forecast dispersion score.
🌍 GEOPOLITICAL RISK PREMIUM
Geopolitical fragmentation, ongoing conflicts, trade tensions, and sanctions regimes have elevated gold's safe-haven demand to structural levels. LBMA analysts note that the current geopolitical environment represents a baseline shift — gold's risk premium is no longer episodic but persistent. This supports both investment demand (ETF flows, futures positioning) and central bank reserve accumulation across emerging markets.
📊 GOLD ETF FLOWS & INVESTMENT DEMAND
Gold ETF flows are a key barometer of Western institutional and retail investment demand. After significant outflows in 2022–2023, ETF holdings stabilized and began recovering in late 2024. In 2026, a return to sustained ETF inflows — driven by rate cut expectations, portfolio rebalancing, and inflation hedging — could provide additional price support alongside the central bank buying that has dominated recent years. Total gold investment demand including bars, coins, and ETFs remains a critical swing factor.
For detailed analysis of gold market consensus dynamics, see our research article: Gold Market Consensus Fragility Analysis 2026 →
April 2026 Consensus Correlation Audit
As of April 2026, gold consensus fragility is structurally linked to rate expectations, fiscal stress, and cross-asset divergence signals. This audit maps the Q2–Q3 transition risks across correlated trackers.
SILVER
Silver Forecast 2026 — Ratio Divergence
The gold/silver ratio in April 2026 is a key fragility indicator. When gold analyst dispersion widens, silver typically amplifies with higher volatility. Monitor SSTI for structural tension signals.
RATES
Fed Rate Fragility — Q2–Q3 Repricing Risk
FRFI quantifies the gap between dot plot guidance and market-implied rate paths. In April 2026, this divergence directly impacts gold's safe-haven premium and consensus stability.
FISCAL
Fiscal Stress — Interest Burden Acceleration
Rising interest expense on US debt erodes dollar-credit consensus — a structural tailwind for gold that operates independently of rate expectations in the Q2–Q3 cycle.
YIELDS
Gold vs Real Yields — The Core Anomaly
Gold rising alongside real yields remains the defining anomaly of 2024–2026. GYDI measures the breakdown of the traditional opportunity-cost relationship this April.
Last consensus audit performed on April 18, 2026. Correlation signals update with each tracker build cycle.
Related Trackers
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Methodology
Data Sources ▾
Gold price forecast data is sourced from the LBMA (London Bullion Market Association) Annual Forecast Survey, published each January. The survey collects predictions from analysts at banks, dealers, and independent research firms. Historical actual prices are annual averages of the LBMA Gold Price AM/PM fix, sourced from LBMA historical data. AhaSignals is not affiliated with the LBMA and does not receive data directly from them; all data is collected from publicly available LBMA publications.
Consensus Metrics Calculation ▾
Consensus metrics are calculated from the set of analyst point forecasts for the current survey year. The average is the arithmetic mean of all submitted forecasts. The median is the middle value when forecasts are sorted. Standard deviation measures the spread of forecasts around the mean. The coefficient of variation (CV) is the standard deviation divided by the mean, expressed as a percentage — a scale-independent measure of relative dispersion. Outliers are defined as forecasts more than two standard deviations from the mean and are noted but not excluded from the primary consensus average.
Consensus Dispersion Score Formula ▾
The Consensus Dispersion Score is a simplified, normalized measure of forecast disagreement derived from the coefficient of variation:
Score = min(CV × 1000, 100)
where CV = Standard Deviation / Average.
This produces a 0–100 scale where higher values indicate greater analyst disagreement. Color zones: 0–40 (Low), 40–70 (Moderate), 70–100 (High). This metric is labeled "Beta" because it measures LBMA forecast dispersion only. The forthcoming Gold Fragility Index (GFI) will incorporate this as one of seven components.
Sentiment Classification ▾
Analyst sentiment is classified using relative deviation from the consensus average, making the classification scale-independent across different price levels:
- Ultra-Bullish: forecast > 15% above consensus average
- Bullish: forecast 5–15% above consensus average
- Moderate: forecast within ±5% of consensus average
- Cautious: forecast > 5% below consensus average
This relative approach ensures that a "Bullish" classification means the same thing whether gold is at $1,800 or $5,000 per ounce.
Historical Accuracy Methodology ▾
Analyst accuracy is measured as the absolute percentage error between the analyst's point forecast and the actual annual average gold price for that year. For analysts who participated in multiple years, the average absolute percentage error across all participated years is reported. Directional accuracy measures the percentage of years in which the analyst correctly predicted whether gold would rise or fall relative to the prior year's actual price. Rankings include only analysts who participated in two or more surveys to ensure statistical reliability.
Limitations & Disclaimers ▾
This analysis has several important limitations. First, the dataset covers 2020–2026 only; earlier years may be added in future updates. Second, analyst forecasts are point estimates submitted in January; many analysts also provide ranges, which are displayed where available. Third, the LBMA survey captures a specific subset of market participants and may not represent the full range of professional opinion. Fourth, historical accuracy rankings are based on a small number of observations (2–6 years per analyst) and should be interpreted with caution. Past accuracy does not predict future accuracy. This data is for research and educational purposes only and does not constitute investment advice.
Data version: 2.4 · Coverage: 2020–2026 · Source: LBMA Annual Forecast Survey · Last updated: April 2026 Our fragility scores are calculated using the open-source AhaSignals Protocol. View v1.0.0-beta Logic on GitHub ↗
Frequently Asked Questions
What is the LBMA gold price forecast for 2026? ▾
How accurate are LBMA gold forecasts historically? ▾
What does the Consensus Dispersion Score mean? ▾
Who are the most accurate LBMA gold forecasters? ▾
What is the LBMA Annual Forecast Survey? ▾
What do JPMorgan, Goldman Sachs, and UBS forecast for gold in 2026? ▾
What are Polymarket gold prediction odds for 2026? ▾
How do LBMA forecasts differ from Wall Street gold targets? ▾
Does the LBMA gold forecast update mid-year in 2026? ▾
What is the gold price outlook for 2026? ▾
What does the gold market sentiment indicator show for 2026? ▾
What is the Gold Fragility Index (GFI)? ▾
How does central bank gold buying affect the 2026 gold price forecast? ▾
What is the impact of Fed interest rate policy on gold prices in 2026? ▾
Is gold a good inflation hedge in 2026? ▾
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Cite This Data
AhaSignals. (2026). Gold Forecast Tracker 2026: LBMA Analyst Predictions & Accuracy Rankings. Retrieved March 14, 2026, from https://ahasignals.com/gold-forecast-tracker/
AhaSignals. "Gold Forecast Tracker 2026: LBMA Analyst Predictions & Accuracy Rankings." AhaSignals Consensus Labs, 2026, ahasignals.com/gold-forecast-tracker/. Accessed March 14, 2026.
AhaSignals. "Gold Forecast Tracker 2026: LBMA Analyst Predictions & Accuracy Rankings." Accessed March 14, 2026. https://ahasignals.com/gold-forecast-tracker/
@misc{ahasignals2026goldforecast,
title = {Gold Forecast Tracker 2026: LBMA Analyst Predictions \& Accuracy Rankings},
author = {AhaSignals},
year = {2026},
url = {https://ahasignals.com/gold-forecast-tracker/},
note = {Accessed March 14, 2026}
} Data source: LBMA Annual Forecast Survey. AhaSignals is not affiliated with the London Bullion Market Association. Please verify data accuracy before publication.
⚠️ Research & Educational Purposes Only
This data is for research and educational purposes only. It does not constitute investment advice, financial advice, or trading recommendations. Analyst forecasts are opinions and may not reflect actual future prices. Data source: LBMA Annual Forecast Survey. AhaSignals is not affiliated with the London Bullion Market Association.
IMPORTANT: LBMA SURVEY DATA vs LBMA GOLD PRICE BENCHMARK
This page displays data from the LBMA Annual Forecast Survey — a published collection of analyst price predictions compiled by the London Bullion Market Association each January. The LBMA Annual Forecast Survey is a publicly available research publication, distinct from the LBMA Gold Price benchmark.
The LBMA Gold Price is a regulated benchmark administered by ICE Benchmark Administration (IBA) and is subject to licensing requirements for redistribution. AhaSignals does not hold an IBA redistribution license and does not display, redistribute, or derive calculations from the LBMA Gold Price benchmark on this page.
All gold price references on this page refer to analyst forecast predictions from the LBMA Annual Forecast Survey, not to the LBMA Gold Price benchmark. Actual annual average prices used for accuracy calculations are derived from publicly available market data.
NO ENDORSEMENT
AhaSignals is not affiliated with, endorsed by, or sponsored by the London Bullion Market Association (LBMA), ICE Benchmark Administration (IBA), or any analyst or institution whose forecasts appear on this page. The inclusion of analyst names and forecasts from the LBMA Annual Forecast Survey does not imply endorsement.