Stock Comparison: LIN vs MSFT vs PEP

Comparison Date : 2026-11-04

LIN is showing a bullish technical setup; MSFT, PEP are showing a bearish technical setup.

Based on end-of-day indicators (RSI, MACD, moving averages, volume). Not investment advice.

VS VS

How these signals performed on each stock 20 trading-day horizon, since 2024-01-01

Signal LIN MSFT PEP
MACD golden cross 65% (26×) 48% (25×) 38% (21×)
MA20/MA60 golden cross 67% (3×) 56% (9×) 25% (4×)
RSI oversold recovery 56% (9×) 50% (8×) 50% (8×)

Win rate with number of historical occurrences in parentheses. A single occurrence is not evidence. Returns are gross of transaction costs. Full market-wide results: backtest.php. Not investment advice.

Basic Stock Information 2026-11-04

Sector

Industry
Basic Materials
Specialty Chemicals
Technology
Software - Infrastructure
Consumer Defensive
Beverages - Non-Alcoholic

Last Price

Last 2 Month line
511.55
520.99
137.27

Market Cap

211.88B
3.16T
183.1B

Dividend Yield

1.32
0.78
4.06

P E

Price-to-Earnings Ratio
32.46
32.9
19.63

E P S

Earnings Per Share
16.39
13.44
7.97

52W Change

Last year
5.77%
4.61%
-24.18%

Key Price & Prediction 2026-11-04

Resistance

Key Price Level
536
↧24(5%)
562
↧41(8%)
146
↧8(6%)

Support

Key Price Level
486
↥-25(-5%)
479
↥-41(-8%)
128
↥-9(-7%)

Stop Loss

Short & Medium Term
498
-13(-3%)
541
20(4%)
141
3(2%)

Q_Bullish forecast

Quarterly Prediction
551
552
141

Q_Base forecast

Quarterly Prediction
527
514
131

Q_Bearish forecast

Quarterly Prediction
494
470
124

A_Bullish forecast

Annual Prediction
582
598
148

A_Base forecast

Annual Prediction
534
521
129

A_Bearish forecast

Annual Prediction
469
434
115

Technical Analysis Signals 2026-11-04

MA(20,100)

Moving Avg(20,100)
BUY
NEUTRAL
NEUTRAL

MACD(12,26,9)

Moving Average Convergence Divergence
BUY
SELL
BUY

BOLL

Bollinger Bands
middle:ma20
BUY
SELL
BUY

RSI(14)

Relative Strength Index
BUY
SELL
BUY

ATR(14)

Average True Range
8.61
13.04
2.92

CCI(20)

Commodity Channel Index
SELL
BUY
BUY

SAR(20)

Parabolic Stop and Reverse
BUY
SELL
BUY

ADX(14)

Average Directional Index
BUY
SELL
BUY

OBV(20)

On-Balance Volume
SELL
BUY
SELL

STOCH(K line)

Stochastic Oscillator
Approaching Overbought
Approaching Oversold
Overbought

These predictions are generated using a combination of technical analysis, fundamental factors, market sentiment indicators, and machine learning models trained on historical price data. Probabilities represent the likelihood of reaching the target price within the specified timeframe based on our models. All predictions are for informational purposes only and should not be considered as financial advice.