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AI Price Prediction

Probabilistic forecasts with confidence intervals · model retrained 2 days ago · backtested on 4 years of data

Signals

Forecasts are not advice. These are probabilistic model outputs, not predictions of what will happen. The shaded band shows the 80% confidence interval — the actual price falls outside it roughly one time in five. Past backtested accuracy does not guarantee future results.

Bitcoin Forecast

+1.92%

$67,420.00

Actual price Base case forecast 80% confidence interval

30-Day Scenarios

Three outcomes with assigned probabilities

Probabilities sum to 100%
Bull case 24%

$83,200

+23.4%

ETF inflows accelerate and the market holds above $70K, triggering momentum buying into a supply-constrained market.

Base case 52%

$72,400

+7.4%

Current trend continues at a moderated pace. Funding stays neutral and volatility remains within its recent range.

Bear case 24%

$61,800

−8.3%

Leveraged longs unwind as funding rates stay elevated, triggering a cascade back toward the 200-day average.

Backtest Accuracy

How often the actual price landed inside the interval

Within interval Expected 80%

Short-horizon intervals are slightly conservative — 84% coverage against a nominal 80% means the band is wider than strictly needed. At 90 days coverage drops to 71%, so treat long-horizon forecasts with more caution than the interval alone suggests.

Median error by horizon

7 days 2.2%
30 days 4.8%
90 days 9.1%

Absolute deviation of the base case from the settled price. Error roughly quadruples between the 7- and 90-day horizons.

Miss direction

Forecast too high

54%

Forecast too low

46%

Bias

Slight

7-day coverage
84%
30-day coverage
79%
90-day coverage
71%
Median error (30d)
4.8%

Other Assets

30-day base case

Thirty-day base-case forecasts for other assets with implied return and model confidence
Asset Now Forecast Change Conf.
ETH $3,142.80 $3,480.00 +10.7% 81%
SOL $148.20 $164.00 +10.7% 68%
BNB $580.10 $596.00 +2.7% 64%
LINK $14.68 $16.40 +11.7% 76%
XRP $0.6140 $0.5720 −6.8% 69%
AVAX $36.85 $41.20 +11.8% 62%
ATOM $9.14 $9.36 +2.4% 54%

About these forecasts

Model
Ensemble · 3 estimators
Training window
4 years, daily
Features
Price, volume, on-chain, funding
Last retrained
2 days ago
Refresh cadence
Every 4 hours

Confidence reflects agreement between estimators. Assets below 65% show meaningful disagreement and should be treated as low-conviction.

7 assets forecast

3 low-conviction