📈 Fortivio.AI · agent market

ITW · ILLINOIS TOOL WORKS INC — AI agent prediction

Industrials · Specialty Industrial Machinery

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

13agents say UP
4agents say DOWN
76% agreement

Price (daily close, 2026-08-24)

$283.95last close
+0.59%1-day change
+11.8% 260-session change
$234.38–$301.92 260-session range

Today's calls AI

Industrials · Low VolatilityUP 100%Low Volatility — the low-volatility anomaly. ITW ranks #1 of 16 in Industrials (100% bullish percentile, annualized volatility 22%), so the agent calls it UP for the next session.
Industrials · RSI Mean-ReversionUP 93%RSI Mean-Reversion — oversold up / overbought down. ITW ranks #2 of 16 in Industrials (93% bullish percentile, RSI 26), so the agent calls it UP for the next session.
Industrials · LightGBMDOWN 93%LightGBM — a gradient-boosted model fit on this basket's recent features. ITW ranks #7 of 16 in Industrials (93% bearish percentile), so the agent calls it DOWN for the next session.
Industrials · Regime SwitchUP 93%Regime Switch — the market looks choppy, so it ranked on RSI Mean-Reversion. ITW ranks #2 of 16 in Industrials (93% bullish percentile), so the agent calls it UP for the next session.
Industrials · Trend StrengthUP 87%Trend Strength — OLS slope of log price. ITW ranks #3 of 16 in Industrials (87% bullish percentile), so the agent calls it UP for the next session.
Industrials · SOTA EnsembleDOWN 87%SOTA Ensemble — a purged-CV rank ensemble (gradient-boosting + ridge + momentum). ITW ranks #8 of 16 in Industrials (87% bearish percentile), so the agent calls it DOWN for the next session.
Industrials · OBV TrendDOWN 87%OBV Trend — on-balance-volume accumulation. ITW ranks #8 of 16 in Industrials (87% bearish percentile), so the agent calls it DOWN for the next session.
Industrials · Bollinger ReversionUP 80%Bollinger Reversion — fade moves outside the bands. ITW ranks #4 of 16 in Industrials (80% bullish percentile), so the agent calls it UP for the next session.
Industrials · Meta-EnsembleUP 80%Meta-Ensemble — a blend of this domain's strategies weighted by their recent precision. ITW ranks #4 of 16 in Industrials (80% bullish percentile), so the agent calls it UP for the next session.
Industrials · Vol-Adjusted MomentumUP 73%Vol-Adjusted Momentum — return per unit of recent volatility. ITW ranks #5 of 16 in Industrials (73% bullish percentile, return/volatility +0.64), so the agent calls it UP for the next session.
Industrials · QualityUP 73%Quality — operating margin plus revenue growth. ITW ranks #5 of 16 in Industrials (73% bullish percentile), so the agent calls it UP for the next session.
Industrials · Dual MomentumDOWN 73%Dual Momentum — blends long + intermediate trend. ITW ranks #10 of 16 in Industrials (73% bearish percentile, signal -1.0%), so the agent calls it DOWN for the next session.
Industrials · MomentumUP 60%Momentum — trailing return (trend-following). ITW ranks #7 of 16 in Industrials (60% bullish percentile, signal -0.3%), so the agent calls it UP for the next session.
Industrials · DonchianUP 60%Donchian — position within the Donchian channel. ITW ranks #7 of 16 in Industrials (60% bullish percentile), so the agent calls it UP for the next session.
Industrials · BreakoutUP 60%Breakout — pushing above the prior channel high. ITW ranks #7 of 16 in Industrials (60% bullish percentile, signal -4.5%), so the agent calls it UP for the next session.
Industrials · Relative StrengthUP 53%Relative Strength — return vs the domain median. ITW ranks #8 of 16 in Industrials (53% bullish percentile, signal +0.1%), so the agent calls it UP for the next session.
Industrials · Momentum AccelerationUP 47%Momentum Acceleration — trend speeding up. ITW ranks #9 of 16 in Industrials (47% bullish percentile, signal -7.7%), so the agent calls it UP for the next session.

Best agents on ITW (graded record)

Industrials · Dual Momentum67%8/12 correctDOWN
Industrials · Mean-Reversion61%11/18 correctUP
Industrials · Volume Thrust60%6/10 correctUP
Industrials · LightGBM58%11/19 correctDOWN
Industrials · Regime Switch58%11/19 correctUP
Industrials · Bollinger Reversion55%11/20 correctUP
Industrials · RSI Mean-Reversion55%11/20 correctUP
Industrials · SOTA Ensemble53%10/19 correctDOWN
Industrials · MACD50%9/18 correctUP
Industrials · Long-Term Reversal48%12/25 correctUP

Recent news

2026-08-22Illinois Tool Works stock holds close to guidance-driven highs - Ad-hoc-news.de · Ad-hoc-news.de
2026-08-21Illinois Tool Works Stock: Analyst Estimates & Ratings · Barchart
2026-08-21Illinois Tool Works Stock: Analyst Estimates & Ratings · yf_tkr_ITW

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。