In a Neutral regime, LIN's AIQ Score of 42/100 with Quality base of 57/100 and fading Momentum at 23/100 (Δ-14) signals mixed conviction. Wait for component alignment before adding exposure. Watch momentum trend for confirmation or fading.
Quality (57/100) leads while Momentum (23/100) lags. This cross-factor spread creates entry timing uncertainty. Wait for the lagging factor to begin recovering before adding aggressively.
Quick Stats
LIN's 7-day signal profile is softening with AIQ change of -3.0 points and momentum delta of -14.0. Trend delta is -3.00, which helps frame whether the current move is accelerating or fading.
Snapshot: Sun, 26 Jul 2026 00:00:00 GMT. Baseline: 2026-07-17.
| Date | AIQ | Mom | Val | Qual | Resilience |
|---|---|---|---|---|---|
| 2026-07-25 | 42 | 23 | 33 | 57 | 60 |
| 2026-07-18 | 45 | 37 | 33 | 57 | 59 |
| 2026-07-11 | 54 | 71 | 33 | 57 | 60 |
| 2026-07-04 | 57 | 84 | 33 | 57 | 59 |
| 2026-06-27 | 54 | 70 | 33 | 57 | 61 |
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LIN (LIN) Stock Analysis
LIN (LIN) has an AIQ Score of 42/100 in a Neutral regime as of Jul 25, 2026. Risk is strongest at 60/100. Momentum is weakest at 23/100. The main conflict is that risk leads at 60/100 while momentum lags at 23/100.
LIN (LIN) carries an AIQ Score of 42 out of 100, placing it in a mixed signal regime for this snapshot. A mid-range reading typically means component signals are not fully aligned, so interpretation should focus on what is improving versus what is lagging.
Beta is 0.80, implying roughly 20% lower sensitivity than a broad market baseline.
In the latest weekly profile, AIQ has moved -3.0 points over the last 7 days, momentum delta is -14.0, trend delta is -3.00, risk delta is +1.0. This combination is most useful for judging whether signal quality is strengthening or fading into mean reversion.
| Evidence Layer | Public Evidence |
|---|---|
| Regime Context | LIN is in a Neutral AIQ regime with score 42/100. |
| Signal Conflict | The primary conflict is that risk leads at 60/100 while momentum lags at 23/100. |
| Factor Evidence | Momentum 23/100 · Value 33/100 · Quality 57/100 · Risk 60/100 |
| Persistence | LIN has scored AIQ 60+ in 0 of the last 60 daily snapshots. 30-day avg: 51/100. 60-day avg: 52/100. |
| Checklist | Status | Evidence |
|---|---|---|
| Factor strength | Wait | Risk is the strongest factor at 60/100. |
| Timing | Fail | Momentum is 23/100 with 7-day delta -14.0. |
| Regime fit | Wait | LIN is in a Neutral regime at 42/100. |
| Risk control | Wait | Risk factor is 60/100 with beta of 0.80 implies lower sensitivity than the broader market. |
| Conflict | Wait | Current conflict: risk leads at 60/100 while momentum lags at 23/100. |
LIN's 7-day signal profile is softening with AIQ change of -3.0 points and momentum delta of -14.0. Trend delta is -3.00, which helps frame whether the current move is accelerating or fading.
Signal snapshot as of Sun, 26 Jul 2026 00:00:00 GMT. 7-day comparison baseline: 2026-07-17.
| Metric | Current |
|---|---|
| AIQ Score | 42/100 |
| Price | $512.28 |
| Beta | 0.80 |
LIN vs Chemicals Peers
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LIN Stock FAQ
What does the LIN AIQ Score mean?
AIQ Score summarizes multiple factors for LIN, including momentum, value, quality, and risk. Higher scores generally indicate stronger combined signals, but you should still validate with your own risk tolerance.
How often is LIN data updated?
LIN quote and scoring components refresh on the platform cadence. Always confirm timestamp freshness on-page before making time-sensitive decisions.
Should I compare LIN with an index before investing?
Yes. Comparing LIN versus benchmarks like SPY or QQQ helps you separate stock-specific strength from broader market moves.
Where can I review deeper LIN fundamentals, technicals, and risk?
Use the Fundamentals, Technicals, and Risk tabs from this page to inspect driver-level metrics behind the headline score.
How the AIQ Score Is Built
Methodology, factor weights, and how to interpret score history
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