Prediction result · Ensemble engineUpdated 4:00 AM

LINLIN stock price outlook

Bullish — 2 of 16 bots upThe read comes from 16 independent decision trees that each vote Bull, Bear or Hold from different signals (momentum, trend, valuation, news, risk). The label only calls a direction when a real majority agrees — otherwise it says so honestly.Strong bullish edge · 2 bull · 0 bear · 14 hold
$514.24+2.2% since prev closeBullish

LIN is up 2.20% since the previous close on the latest cached quote at $514.24. Mixed signal: momentum 61/100, trend 57/100.

Universal leanStock
LIN

LIN

$514.24+2.20%
LEANSOFT mild bid
WHY
  • LIN is up 2.20% since the previous close on the latest cached quote at $514.24. Mixed signal: momentum 61/100, trend 57/100.
  • Bull input: Volume 67/100 above its 20-day average on an up-move — accumulation signature.
RISK

Quote is stale: last cached refresh was 2026-10-31T04:00:58.002Z.

INVALIDATE

Invalidate on a decisive break of the session bid, catalyst reversal, or model edge flipping bearish.

63/100 · Bullish · live · research only

AI Signal

Bullish · Strong bullish edge

live data

STALE FEED WARNING. Cached quote refreshed 2026-10-31T04:00:58.002Z. Change is measured since the previous close.

Quote source

TradingView 2026-10-31T04:00:58.002Z

Move since previous close

+2.20%

News Sentiment58/100
Price Momentum61/100
Trend Velocity57/100
Volatility Risk50/100

Historical Modeling: Visualized ranges are mathematically derived from historic volatility metrics, corporate filings, and option-implied volume profiles. They represent statistical points of interest for research purposes, not financial execution commands or advice.

Why It Matters

Signal Explanation

LIN is up 2.20% since the previous close on the latest cached quote at $514.24. Mixed signal: momentum 61/100, trend 57/100.

Analyst Engine · Specialist model ensemble

Trees disagree — no clear lean on LIN

Weighted factor score across 16 signal inputs evaluating 9 features: momentum, news, volume, volatility, range, sentiment divergence, trend structure, and oscillator. Consensus and weighting applied. Each specialist bot inspects a different slice of the feature set, casts a directional vote, and contributes a confidence weight to the final score.

Engine edgePlayableNeutral
2 bull 14 hold 0 bear
HOLDMomentum + Trend
Inputs: momentum, trendVelocity

Mixed signal: momentum 61/100, trend 57/100.

40% weight
HOLDNews + Price
Inputs: newsSentiment, dayChange

Sentiment 58/100 + price 2.2% are both mid-range.

35% weight
BULLVolume Breakout
Inputs: unusualVolume, dayChange

Volume 67/100 above its 20-day average on an up-move — accumulation signature.

66% weight
HOLDVolatility Regime
Inputs: volatilityRisk, momentum

Vol regime 50/100 is mid-range — no edge.

30% weight
HOLDRange Recovery
Inputs: pctOfRange, trendVelocity

Mid-range positioning — no edge from range alone.

30% weight
HOLDSentiment Lead
Inputs: newsSentiment, weekChange

Sentiment 58/100 vs week change 0.0% are in agreement — no divergence edge.

30% weight
HOLDTrend Structure
Inputs: vsSma50, momentum

Price within 0.0% of the 50d SMA — no clear structural read.

35% weight
BULLOscillator
Inputs: momentum, trendVelocity

Oscillator at 59 — healthy uptrend region.

42% weight
HOLDMomentum Breakout
Inputs: momentum, dayChange, vsSma50

Momentum 61/100 is not strong enough to confirm a breakout.

35% weight
HOLDNews Follow-Through
Inputs: newsSentiment, weekChange

News 58/100 and weekly change 0.0% do not create a clean follow-through read.

30% weight
HOLDVolume Dry-Up
Inputs: unusualVolume, trendVelocity

Volume 67/100 does not show a dry-up signal.

28% weight
HOLDVolatility Compression
Inputs: volatilityRisk, pctOfRange, momentum

Volatility 50/100 does not give a clean compression read.

30% weight
HOLDRange Breakout
Inputs: pctOfRange, dayChange, weekChange

Range position 63% is too middle-of-the-road to matter.

30% weight
HOLDSentiment + Momentum
Inputs: newsSentiment, momentum, weekChange

Sentiment 58/100 and momentum 61/100 are not aligned enough for a clean read.

32% weight
HOLDMA Reclaim
Inputs: vsSma50, momentum, trendVelocity

50d SMA distance 0.0% is not decisive.

30% weight
HOLDOscillator Rebound
Inputs: momentum, trendVelocity, weekChange

Oscillator at 59 does not show a rebound edge.

30% weight

Why the ensemble agrees

  • Mixed signal: momentum 61/100, trend 57/100.
  • Sentiment 58/100 + price 2.2% are both mid-range.
  • Price within 0.0% of the 50d SMA — no clear structural read.

Counter-trees

  • Volume 67/100 above its 20-day average on an up-move — accumulation signature.
  • Oscillator at 59 — healthy uptrend region.

Bull Case

  • Volume 67/100 above its 20-day average on an up-move — accumulation signature.
  • Oscillator at 59 — healthy uptrend region.

Bear Case

  • No bearish case in the sources.

Key stats

Sector
Basic Materials
Industry
Major Chemicals
Market cap
$237.05B
52-week range
$548.2/$387.78
Volume
3,116,954
Avg volume
1,980,401
Analyst 1-yr target
$550.00
Dividend (annual)
$6.40
Yield
1.27%
Ex-dividend
Sep 3, 2026
Exchange
NASDAQ-GS

Source: Nasdaq public quote data. Research only.

Earnings Intelligence

Next

Not yet scheduled

Estimate

N/A

Actual

$4.59

  • • Last report Oct 29, 2026 (Sep 2026): EPS $4.59 vs $4.52 expected, +1.55% surprise.
  • • Beat estimates in 4 of the last 4 quarters.

Risk Warnings

  • • Quote is stale: last cached refresh was 2026-10-31T04:00:58.002Z.
  • • Quotes can be delayed. Research only, not investment advice.

LIN questions

What is the MarketPicks AI signal for LIN stock (LIN)?

As of Oct 31, 12:00 AM ET, the ensemble reads bullish on LIN — bullish — 2 of 16 bots up, with 2 bull, 0 bear and 14 hold votes from 16 specialist bots. Research only, not investment advice.

What is the latest LIN price on MarketPicks?

LIN was $514.24 on the latest quote (Oct 31, 12:00 AM ET), +2.2% since the previous close. Quotes can be delayed.

What do the momentum and trend scores for LIN mean?

Scores run from 0 to 100, with 50 neutral. LIN shows momentum 61/100, trend velocity 57/100 and volatility risk 50/100, with news sentiment at 58/100.

Not financial advice. MarketPicks.ai is an impersonal research tool. AI output can be wrong. Investing involves risk of loss. Do your own research and consult a licensed professional. Full disclaimer.

Not financial advice. MarketPicks.ai is an impersonal research tool. AI output can be wrong. Investing involves risk of loss. Do your own research and consult a licensed professional. Full disclaimer.