Banco Santander Stock Forward View

SAN Stock

USD 11.96 0.07 0.59%

Naive Prediction is applied to Banco Santander SA's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The Naive Prediction model projects Banco Santander at 11.02 for the next trading day, below the most recent closing price. This Naive Prediction output is provided as analytical reference and does not constitute a trading recommendation.

Banco Santander Cash Forecast

Forecasting cash for Banco Santander requires analysts to apply different statistical methods to find hidden patterns. This approach detects underlying patterns in Banco Santander's financial data to predict future market behavior.

Cash

First Reported

1991-12-31

Previous Quarter

281.4 B

Current Value

152.3 B

Quarterly Volatility

94.3 B

Macro event markers

Dot-com Bubble

Housing Crash

Credit Downgrade

Yuan Drop

Covid

Interest Hikes

A naive forecasting model for Banco Santander is a special case of the moving average where the smoothing period is one. The forecast for Banco Santander SA on a given trading day is simply the observed closing price of the previous period. Because it uses only a single lag, this model is limited to one-period-ahead forecasts.

Naive Prediction Price Forecast For the 27th of April

Over a 90-day horizon, the Naive Prediction model forecasts Banco Santander at 11.02 for the next trading day, with a mean absolute deviation of 0.25 , mean absolute percentage error of 0.02 , and sum of absolute errors of 15.05 .

This represents a tight forecast with good short-term tracking of Banco Santander's price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

Backtest Banco Santander

Banco Santander Price Prediction

Research Analysis

Forecasted Value

The next-day forecast range for Banco Santander defines statistically derived downside and upside boundaries based on model performance. The current forecast range spans downside near 8.10 and upside near 13.94. The wide range indicates elevated uncertainty in short-term projections.

Market Value

11.96

8.10

Downside

11.02

Expected Value

13.94

Upside

Target Odds

Above Odds

Below Odds

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for Banco Santander stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.

AIC	Akaike Information Criteria	115.8143
Bias	Arithmetic mean of the errors	None
MAD	Mean absolute deviation	0.2468
MAPE	Mean absolute percentage error	0.0208
SAE	Sum of the absolute errors	15.0547

The naive model produces a tight forecast range but offers no smoothing of noise or trend detection. It serves primarily as a baseline benchmark — if a more complex model cannot outperform the naive forecast, it may indicate that Banco Santander price movements are largely random over the selected horizon.

Other Forecasting Options for Banco Santander

Banco Santander's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Banco often signals an upcoming reversal or acceleration.

Banco Santander Related Equities

The peer firms below within the Financials space frame Banco Santander's pricing and running costs in context. Return on equity across these peers shows how well each firm turns capital into profit.

Barclays PLC ADR ING Group NV HSBC Holdings PLC Natwest Group PLC UBS Group AG Banco Bilbao Viscaya Banco Bilbao Vizcaya Mitsubishi UFJ Financial Barclays PLC Svenska Handelsbanken PK Citigroup Royal Bank of American Airlines Group Alcoa Corp Apple Inc

Risk & Return

Correlation

Banco Santander Market Strength Events

Market strength indicators for Banco Santander stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Banco Santander.

	Accumulation Distribution	0.015
	Daily Balance Of Power	0.3889
	Rate Of Daily Change	1.01
	Day Median Price	11.93
	Day Typical Price	11.94
	Market Facilitation Index	0.18
	Price Action Indicator	0.065
	Period Momentum Indicator	0.07
	Relative Strength Index	49.75

Banco Santander Risk Indicators

Assessing Banco Santander's risk indicators is a structured way to evaluate the risk-return trade-off for banco stock. The level of risk embedded in Banco Santander's feeds directly into exposure calibration.

	Mean Deviation	2.29
	Semi Deviation	2.71
	Standard Deviation	2.9
	Variance	8.42
	Downside Variance	7.57
	Semi Variance	7.34
	Expected Short fall	-2.53

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Banco Santander Short Properties

Short sentiment tied to Banco Santander SA matters because heavier bearish pressure can change how quickly future price expectations become unstable. When applied, these measures clarify when hedging or timing discipline may matter more than conviction alone.

	Common Stock Shares Outstanding	15.9 B
	Cash And Short Term Investments	318.2 B

	Naive Prediction
	Simple Exponential Smoothing
	Double Exponential Smoothing
	Triple Exponential Smoothing
	Simple Regression
	Polynomial Regression
	Simple Moving Average
	4 Period Moving Average
	8 Period Moving Average
	20 Period Moving Average