📈 Fortivio.AI · agent market

LIN · LINDE PLC — AI agent prediction

Basic Materials · Specialty Chemicals

Latest call day: 2026-08-25 · full consensus board · graded history

4agents say UP
5agents say DOWN
56% agreement

Price (daily close, 2026-08-24)

$490.03last close
+0.50%1-day change
+4.9% 260-session change
$385.26–$548.20 260-session range

Today's calls AI

Materials · Momentum AccelerationUP 100%Momentum Acceleration — trend speeding up. LIN ranks #1 of 8 in Materials (100% bullish percentile, signal +2.4%), so the agent calls it UP for the next session.
Materials · LightGBMDOWN 100%LightGBM — a gradient-boosted model fit on this basket's recent features. LIN ranks #3 of 8 in Materials (100% bearish percentile), so the agent calls it DOWN for the next session.
Materials · Regime SwitchUP 100%Regime Switch — the market looks high_vol, so it ranked on Low Volatility. LIN ranks #1 of 8 in Materials (100% bullish percentile), so the agent calls it UP for the next session.
Materials · SOTA EnsembleDOWN 100%SOTA Ensemble — a purged-CV rank ensemble (gradient-boosting + ridge + momentum). LIN ranks #3 of 8 in Materials (100% bearish percentile), so the agent calls it DOWN for the next session.
Materials · Relative StrengthDOWN 86%Relative Strength — return vs the domain median. LIN ranks #4 of 8 in Materials (86% bearish percentile, signal -14.5%), so the agent calls it DOWN for the next session.
Materials · Trend StrengthDOWN 86%Trend Strength — OLS slope of log price. LIN ranks #4 of 8 in Materials (86% bearish percentile), so the agent calls it DOWN for the next session.
Materials · Vol-Adjusted MomentumDOWN 86%Vol-Adjusted Momentum — return per unit of recent volatility. LIN ranks #4 of 8 in Materials (86% bearish percentile, return/volatility -0.20), so the agent calls it DOWN for the next session.
Materials · Volume ThrustUP 43%Volume Thrust — volume-confirmed accumulation. LIN ranks #5 of 8 in Materials (43% bullish percentile), so the agent calls it UP for the next session.
Materials · 52-Week-HighUP 29%52-Week-High — proximity to the trailing high. LIN ranks #6 of 8 in Materials (29% bullish percentile, 90% of its 52-week high), so the agent calls it UP for the next session.

Best agents on LIN (graded record)

Materials · Mean-Reversion71%10/14 correctUP
Materials · LightGBM62%18/29 correctDOWN
Materials · Bollinger Reversion60%15/25 correctUP
Materials · RSI Mean-Reversion52%12/23 correctUP
Materials · SOTA Ensemble50%15/30 correctDOWN
Materials · Regime Switch45%14/31 correctUP
Materials · Momentum Acceleration45%18/40 correctUP
Materials · 52-Week-High44%18/41 correctUP
Materials · Meta-Ensemble44%7/16 correctUP
Materials · OBV Trend43%6/14 correctDOWN

Recent news

2026-08-24Linde stock trades close to recent highs as 2026 EPS guidance and $10 billion backlog support valuat - Ad-hoc-news.de · Ad-hoc-news.de
2026-08-24Is Linde (LIN) Set to Benefit From a Global Industrial Recovery? · Insider Monkey
2026-08-24Is Linde (LIN) Set to Benefit From a Global Industrial Recovery? · yf_tkr_LIN
2026-08-23Linde stock holds strong as guidance and project backlog support outlook - Ad-hoc-news.de · Ad-hoc-news.de
2026-08-21Is Lindian Resources (ASX:LIN) Expensive As Kangankunde Stays On Track For Q4 2026? · yf_tkr_LIN
2026-08-20Resilient Linde stock trades close to recent highs as Q2 2026 earnings and guidance support outlook - Ad-hoc-news.de · Ad-hoc-news.de

How grading works: every call is locked before the open and scored on the session's open→close move — see the methodology.

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Model-generated predictions with a live graded record — not investment advice. 模型生成的预测,非投资建议。