Weekly structural research · NYSE · Technology

VPG Stage Analysis

Vishay Precision Group Inc

Week ending 9 Oct 2026Close USD 72.63Tenure NewBenchmark SPY

Screen this regime Supporting research Report data ↗

Executive diagnosis

What the Activity Line geometry says now

Structure, not prediction

Deceleration · Recompressing

The upward structure remains, but its energy is decelerating.

Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down.

The Trend gate is mixed within the current regime.
Fast Activity versus Slow Activity: improving.
Activity structure: moderate and contracting.

Direction -16−100 bearish to +100 bullish

Energy 20/100directional strength

Maturity 22/100lifecycle context

Confidence 51/100evidence agreement

Trend gate Mixedstructural direction

Activity structure Moderatecontracting separation

Price acceptance -33.3%position within the Activity structure

Fair Value context +79.0%USD 40.58 · weakening

Trend Architecture map · Historical context

Weekly close, Activity, Trend and Fair Value

Follow price and Trend first, then add Activity Lines to inspect the structure. Subtle bands show the regime recognized at each completed observation; the dashed line marks current Fair Value, not a historical forecast.

CloseTrendCurrent Fair Value

Background stage key

BalanceDirection is contained.
Rotation UpStructure is turning higher.
Upward ExpansionUptrend is established.
DecelerationUptrend is losing energy.
Rotation DownStructure is turning lower.
Downward ExpansionDowntrend is established.

View chart values · 156 observations

Week	Close	Trend	Relative Strength	Volume	Regime	Direction	Energy
2026-10-09	72.63	83.34	3.37	1365557	Deceleration	-16	20
2026-10-02	79.07	82.29	14.96	1613601	Deceleration	-20	24
2026-09-25	71.63	81.10	5.14	1867762	Rotation Down	-33	36
2026-09-18	62.65	80.25	-5.98	1502717	Rotation Down	-38	52
2026-09-11	65.37	79.76	-1.29	1276627	Rotation Down	-28	58
2026-09-04	63.01	79.05	-4.79	1771459	Rotation Down	-31	61
2026-08-28	62.55	78.82	-4.62	1937279	Rotation Down	-33	57
2026-08-21	66.61	78.40	2.90	4162768	Deceleration	-31	40
2026-08-14	72.72	77.65	11.88	2877620	Deceleration	-8	27
2026-08-07	68.59	76.68	6.93	4779254	Deceleration	1	18
2026-07-31	92.05	75.78	50.13	3315941	Deceleration	30	26
2026-07-24	104.44	74.02	75.55	1594109	Deceleration	39	26
2026-07-17	103.89	71.87	77.71	2396698	Upward Expansion	45	36
2026-07-10	112.70	69.69	94.30	2680392	Upward Expansion	62	56
2026-07-03	121.59	67.20	118.11	3295350	Upward Expansion	66	66
2026-06-26	127.82	64.45	141.41	2822483	Upward Expansion	68	68
2026-06-19	141.34	61.33	169.80	2246069	Upward Expansion	84	88
2026-06-12	139.52	57.65	179.94	3190096	Upward Expansion	91	96
2026-06-05	117.51	54.07	147.34	2807733	Upward Expansion	79	93
2026-05-29	125.31	51.25	166.05	3401757	Upward Expansion	97	99
2026-05-22	113.76	48.32	154.60	3571595	Upward Expansion	99	99
2026-05-15	97.32	45.74	127.54	4704367	Upward Expansion	99	99
2026-05-08	67.24	43.65	62.18	1721710	Upward Expansion	88	92
2026-05-01	60.22	42.43	51.10	1137681	Upward Expansion	77	84
2026-04-24	60.62	41.50	55.52	1719467	Upward Expansion	81	78
2026-04-17	53.22	40.56	39.46	712623	Deceleration	65	47
2026-04-10	49.90	39.88	38.44	867547	Deceleration	56	26
2026-04-03	44.77	39.26	30.36	763165	Deceleration	17	14
2026-03-27	41.55	38.76	26.40	1661693	Deceleration	19	19
2026-03-20	40.64	38.32	21.85	1182905	Deceleration	21	20
2026-03-13	41.01	37.92	21.73	952141	Deceleration	33	20
2026-03-06	43.46	37.46	28.11	885123	Upward Expansion	42	27
2026-02-27	46.07	36.92	34.43	923658	Upward Expansion	61	51
2026-02-20	47.85	36.25	40.39	937716	Upward Expansion	64	60
2026-02-13	44.20	35.59	32.52	3052381	Upward Expansion	66	69
2026-02-06	55.98	35.05	67.21	2445521	Upward Expansion	94	96
2026-01-30	50.08	34.13	51.78	2431581	Upward Expansion	89	86
2026-01-23	44.14	33.45	36.14	2573711	Upward Expansion	76	71
2026-01-16	43.61	32.92	35.41	668712	Upward Expansion	81	79
2026-01-09	41.67	32.33	30.26	862615	Upward Expansion	75	72
2026-01-02	39.28	31.80	25.86	852536	Upward Expansion	66	71
2025-12-26	39.69	31.43	26.79	375754	Upward Expansion	71	76
2025-12-19	38.76	30.96	26.54	613243	Upward Expansion	70	70
2025-12-12	37.92	30.54	24.88	732918	Deceleration	67	45
2025-12-05	39.01	30.17	28.61	604462	Deceleration	73	39
2025-11-28	34.14	29.68	13.81	311325	Deceleration	41	22
2025-11-21	31.13	29.42	8.16	672736	Upward Expansion	41	25
2025-11-14	31.95	29.12	9.34	518108	Upward Expansion	58	44
2025-11-07	32.96	28.73	13.49	838144	Upward Expansion	63	57
2025-10-31	37.46	28.30	27.50	775651	Upward Expansion	81	67
2025-10-24	36.49	27.73	25.83	785658	Upward Expansion	82	59
2025-10-17	34.37	27.32	21.54	837721	Upward Expansion	76	54
2025-10-10	30.75	26.93	11.15	428825	Upward Expansion	63	62
2025-10-03	32.40	26.66	14.47	346912	Upward Expansion	69	78
2025-09-26	32.19	26.32	15.22	487787	Upward Expansion	71	78
2025-09-19	32.92	26.03	17.69	602408	Upward Expansion	80	78
2025-09-12	31.30	25.77	13.61	518972	Upward Expansion	74	68
2025-09-05	29.67	25.57	9.56	363043	Upward Expansion	64	49
2025-08-29	28.42	25.36	5.26	295337	Deceleration	53	31
2025-08-22	28.67	25.19	5.87	355342	Deceleration	45	22
2025-08-15	27.37	25.02	1.04	670782	Deceleration	34	18
2025-08-08	27.20	24.86	1.02	756165	Deceleration	37	21
2025-08-01	25.80	24.70	-2.18	568668	Upward Expansion	42	27
2025-07-25	28.05	24.62	2.89	679690	Upward Expansion	57	54
2025-07-18	28.02	24.46	3.42	519832	Upward Expansion	58	60
2025-07-11	28.51	24.30	5.20	562144	Upward Expansion	62	60
2025-07-04	29.58	24.14	8.29	427299	Upward Expansion	70	55
2025-06-27	28.31	23.94	5.11	592716	Upward Expansion	64	40
2025-06-20	25.93	23.76	-0.85	382041	Upward Expansion	53	33
2025-06-13	25.85	23.63	-1.89	936963	Upward Expansion	56	45
2025-06-06	28.02	23.49	5.26	1207174	Upward Expansion	70	65
2025-05-30	25.72	23.30	-2.40	558805	Upward Expansion	57	59
2025-05-23	25.99	23.23	-0.54	845785	Upward Expansion	58	50
2025-05-16	26.79	23.14	-0.84	921647	Balance	63	42
2025-05-09	24.58	23.04	-4.89	1192973	Balance	1	9
2025-05-02	26.28	23.05	0.48	1866070	Downward Expansion	-9	6
2025-04-25	21.90	23.01	-14.57	625255	Downward Expansion	-52	52
2025-04-18	20.37	23.13	-17.79	536633	Downward Expansion	-60	55
2025-04-11	20.03	23.26	-21.25	1323432	Balance	-64	52
2025-04-04	20.44	23.41	-16.02	2367032	Balance	-63	43
2025-03-28	24.08	23.56	-10.97	529049	Balance	-15	14
2025-03-21	22.88	23.67	-17.48	404451	Balance	-34	25
2025-03-14	22.44	23.86	-19.48	393140	Balance	-39	19
2025-03-07	22.20	24.04	-22.95	389720	Balance	-27	14
2025-02-28	23.54	24.20	-21.74	318947	Balance	11	16
2025-02-21	25.30	24.48	-17.64	412325	Balance	21	21
2025-02-14	25.02	24.78	-20.62	598994	Balance	-1	9
2025-02-07	23.60	25.02	-24.84	436268	Balance	-23	12
2025-01-31	23.30	25.29	-26.62	431502	Downward Expansion	-36	22
2025-01-24	23.49	25.50	-27.47	321365	Downward Expansion	-46	27
2025-01-17	22.73	25.73	-29.36	299372	Downward Expansion	-51	31
2025-01-10	22.28	25.99	-29.40	310563	Downward Expansion	-58	34
2025-01-03	23.41	26.30	-27.98	317311	Downward Expansion	-35	22
2024-12-27	23.34	26.60	-29.27	279320	Downward Expansion	-38	25
2024-12-20	23.15	26.95	-30.19	560062	Downward Expansion	-42	29
2024-12-13	23.76	27.27	-30.43	478296	Downward Expansion	-46	37
2024-12-06	23.45	27.56	-32.39	914523	Downward Expansion	-62	53
2024-11-29	22.97	27.84	-33.85	893596	Downward Expansion	-65	63
2024-11-22	22.09	28.21	-36.27	348040	Downward Expansion	-70	79
2024-11-15	21.43	28.59	-37.79	448859	Downward Expansion	-82	86
2024-11-08	22.55	28.99	-36.56	772955	Downward Expansion	-75	80
2024-11-01	23.51	29.34	-31.31	401546	Downward Expansion	-67	63
2024-10-25	23.18	29.69	-33.90	414473	Downward Expansion	-73	58
2024-10-18	23.99	30.10	-32.98	327221	Downward Expansion	-69	54
2024-10-11	24.83	30.44	-30.80	288055	Downward Expansion	-64	54
2024-10-04	25.01	30.73	-30.16	389987	Downward Expansion	-64	59
2024-09-27	25.49	31.07	-29.39	425665	Downward Expansion	-66	77
2024-09-20	24.25	31.40	-33.15	525585	Downward Expansion	-77	86
2024-09-13	24.49	31.73	-32.24	293923	Downward Expansion	-82	86
2024-09-06	24.93	32.07	-28.97	322962	Downward Expansion	-83	84
2024-08-30	27.61	32.31	-25.30	234535	Downward Expansion	-67	77
2024-08-23	28.53	32.45	-23.34	245731	Downward Expansion	-63	71
2024-08-16	27.90	32.60	-24.61	243660	Downward Expansion	-70	58
2024-08-09	26.95	32.70	-24.94	662114	Downward Expansion	-73	35
2024-08-02	31.91	32.85	-11.93	337940	Balance	-27	20
2024-07-26	34.33	32.83	-7.90	303056	Downward Expansion	-14	10
2024-07-19	32.22	32.83	-14.73	380660	Downward Expansion	-55	37
2024-07-12	31.73	32.86	-18.26	303890	Downward Expansion	-61	64
2024-07-05	29.39	32.85	-24.10	144192	Downward Expansion	-75	76
2024-06-28	30.44	32.89	-20.54	275923	Balance	-68	66
2024-06-21	30.69	32.91	-20.56	240840	Balance	-40	41
2024-06-14	31.48	32.91	-18.63	201452	Balance	-24	18
2024-06-07	32.44	32.88	-15.43	251118	Balance	-13	12
2024-05-31	33.77	32.73	-11.48	540997	Balance	15	14
2024-05-24	32.90	32.66	-14.56	287495	Balance	9	14
2024-05-17	32.41	32.57	-16.34	267598	Balance	3	12
2024-05-10	31.92	32.55	-16.78	285844	Balance	-1	9
2024-05-03	34.06	32.53	-10.02	312617	Upward Expansion	31	19
2024-04-26	33.41	32.50	-11.85	213740	Upward Expansion	29	19
2024-04-19	33.27	32.50	-10.50	283445	Upward Expansion	34	17
2024-04-12	33.02	32.49	-14.53	158405	Upward Expansion	38	24
2024-04-05	34.18	32.52	-13.62	170636	Upward Expansion	54	33
2024-03-29	35.33	32.53	-12.25	184840	Upward Expansion	67	43
2024-03-22	34.44	32.56	-14.92	211439	Upward Expansion	59	51
2024-03-15	33.47	32.57	-16.21	256749	Rotation Up	60	59
2024-03-08	35.14	32.62	-12.89	202653	Rotation Up	41	63
2024-03-01	35.35	32.67	-13.49	334366	Rotation Up	47	60
2024-02-23	34.09	32.73	-16.62	191058	Rotation Up	26	41
2024-02-16	34.73	32.83	-14.55	542621	Balance	33	35
2024-02-09	32.19	32.92	-21.74	234118	Balance	-25	11
2024-02-02	31.86	33.07	-22.26	327953	Balance	-29	15
2024-01-26	33.00	33.20	-19.15	270842	Balance	-18	13
2024-01-19	30.96	33.34	-24.05	190769	Balance	-36	16
2024-01-12	31.40	33.52	-22.83	225904	Balance	-17	17
2024-01-05	31.42	33.73	-22.06	258408	Balance	-16	18
2023-12-29	34.07	33.91	-17.49	230566	Downward Expansion	-4	15
2023-12-22	33.22	33.97	-19.81	350399	Downward Expansion	-24	18
2023-12-15	31.38	34.03	-24.09	711389	Downward Expansion	-41	28
2023-12-08	30.74	34.17	-24.44	394757	Downward Expansion	-54	40
2023-12-01	30.99	34.25	-24.22	269198	Downward Expansion	-59	51
2023-11-24	30.80	34.50	-24.62	152073	Downward Expansion	-61	54
2023-11-17	30.29	34.72	-25.68	283073	Downward Expansion	-64	65
2023-11-10	28.04	35.01	-30.16	399497	Downward Expansion	-87	83
2023-11-03	31.63	35.45	-20.73	336923	Downward Expansion	-65	68
2023-10-27	30.28	35.73	-19.94	168694	Downward Expansion	-82	82
2023-10-20	31.83	36.11	-18.20	205185	Downward Expansion	-72	73

Price vs TrendBelow-12.9%

Trend directionRising+10.0%

Price vs current Fair ValuePremium+79.0%

Fair Value directionMoving away-124.2%

Relative Strength vs benchmarkLeading+3.4%

Relative strength directionWeakening-90.9%

Price momentumPositive+45.6%

Volume balanceSupply-led0.57×

Beyond the current label

Is the structure strengthening or losing force?

Direction and energy measure different things

Direction shows the upward or downward lean. Energy shows the force behind the structural move: high energy can accompany a strong decline as well as an advance.

Direction

-16 / ±100

+12.2 points since 2026-09-11

Energy

20 /100

-37.5 points since 2026-09-11

Recent change compares the latest reading with four observations earlier. Missing readings remain unavailable. Use the chart values above to inspect individual observations.

VPG Directional State ↗ VPG Momentum Intelligence ↗

Comparative structural evidence

Why this architecture regime won

Every regime is evaluated

Balance45

Rotation Up35

Upward Expansion23

Deceleration47

Rotation Down28

Downward Expansion37

The winning regime is the state most consistent with the complete SM evidence set. Direction, energy, maturity and confidence describe different aspects of the current structure, while contradictory evidence remains visible rather than being averaged into false certainty.

Time spent in each state

The context behind today’s regime

2023-10-20 to 2026-10-09 · 156 classified observations out of 156 shown.

Balance 18%Rotation Up 3%Upward Expansion 35%Deceleration 13%Rotation Down 3%Downward Expansion 28%

Recent Trend Architecture ledger

Regime	Recognized	Last observation	Tenure	Move inside regime
Deceleration	2026-10-02	2026-10-09	New	-8.1%
Rotation Down	2026-08-28	2026-09-25	Developing	+14.5%
Deceleration	2026-07-24	2026-08-21	Developing	-36.2%
Upward Expansion	2026-04-24	2026-07-17	Established	+71.4%
Deceleration	2026-03-13	2026-04-17	Developing	+29.8%
Upward Expansion	2025-12-19	2026-03-06	Developing	+12.1%
Deceleration	2025-11-28	2025-12-12	New	+11.1%
Upward Expansion	2025-09-05	2025-11-21	Developing	+4.9%
Deceleration	2025-08-08	2025-08-29	New	+4.5%
Upward Expansion	2025-05-23	2025-08-01	Developing	-0.7%
Balance	2025-05-09	2025-05-16	New	+9.0%
Downward Expansion	2025-04-18	2025-05-02	New	+29.0%
Balance	2025-02-07	2025-04-11	Developing	-15.1%
Downward Expansion	2024-08-09	2025-01-31	Established	-13.5%

Classic Stage Analysis comparison

Stage 1 · Basing12

Stage 2 · Advancing44

Stage 3 · Distribution58

Stage 4 · Declining37

Legacy result: Stage 3 · Stage 3B · Distribution. It remains visible while the experimental architecture is validated rather than being silently discarded.

Leadership versus SPY

Is relative performance confirming the geometry?

Confirmation, not classification

Relative Strength

The security is compared with its market benchmark on the SM scale. Above zero indicates relative leadership; direction shows whether that leadership is improving or weakening.

Confirmation evidence

Leading benchmark

Architecture confirmation: 46/100
Current Relative Strength: 3.37
Relative Strength direction: Weakening
Price momentum: +45.6%
Excess performance vs benchmark: +30.7%
Technology regime cohort: 6th percentile34 in cohort

Test VPG trend persistence

Participation and structure

Is demand confirming the architecture?

Volume cannot overrule geometry

Relative volume0.54×

Latest completed volume relative to typical participation.

Up/down volume0.57×

Participation balance between advancing and declining observations.

Accumulation / distribution1 / 3

Recent participation evidence classified by demand and supply.

Activity alignment+50.0%

Current positive alignment across Activity and Trend.

Fast/slow rotationImproving

Current relationship between Fast Activity and Slow Activity.

Structure stability+25.0%

Whether recent Activity evidence is stable or remains in balance.

Weekly volume with architecture context

Bars show completed weekly volume; the dashed line provides typical-volume context. Both measures use the same scale.

Explore VPG Volume & Price ↗

Decision architecture

References that would change the structural read

Evidence levels, not orders

Fast Activity USD 72.33rising

Slow Activity USD 85.23falling

Trend Reference USD 83.34-12.9% close margin

Current Fair Value USD 40.58+79.0% close margin

Structural low USD 49.70shock / repair context

What changes the read?

Renewed positive order and expanding width produce re-acceleration; fast/slow failure with downside acceptance produces Rotation Down.

Range context +18.5%

Annualized volatility +90.9%

From structural high -52.1%

From structural low +149.8%

Point-in-time evidence

What followed this architecture in this market?

Descriptive history, never a forecast

Historical comparisons use only the structural read that would have been available at each completed observation. Independent observations are used where possible, with benchmark comparison beginning after each recognized state.

Outcome horizon	Samples	Median move	Positive periods	Directional follow-through	Median excess vs SPY	Regime survived	Read
Near term	13	-0.9%-36.2% to +34.7%	+46.2%	+46.2%	+3.7%	+38.5%	Usable descriptive sample
Intermediate	7	+1.8%-11.3% to +240.2%	+71.4%	+71.4%	+2.2%	+14.3%	Usable descriptive sample
Extended	5	-6.4%-10.2% to +105.8%	+40.0%	+40.0%	+11.6%	+20.0%	Usable descriptive sample
Full cycle	3	-14.7%-21.4% to +152.2%	+33.3%	+33.3%	+1.2%	+33.3%	Too little matched history

Evidence framework

What the analysis measures and where its limits lie

Trend Architecture

Trend Architecture brings Price, Fast Activity, Slow Activity and Trend into one structural read. It identifies balance, rotation, expansion, deceleration and contraction while requiring persistent evidence for confirmed regime changes.

Evidence roles

Trend, Activity, relative strength, volume and Fair Value each have a defined role in the SM evidence framework. No single reading is treated as sufficient on its own, and conflicting evidence remains visible.

Fair Value and RS

Current Fair Value provides a long-term price anchor and shows whether price is trading above, below or repairing toward that reference. Relative Strength compares the security with its benchmark and shows whether leadership is improving or weakening.

Known limitations

Weekly structure recognizes conditions after they develop. Event gaps can bypass smooth transitions, sideways markets can rotate repeatedly, and historical samples for a particular regime can be thin.

Independent market research for education. Not investment advice, a recommendation, a forecast, a target, or an execution instruction. Historical regime behaviour does not establish what happens next.

VPG Stage Analysis

What the Activity Line geometry says now

The upward structure remains, but its energy is decelerating.

Weekly close, Activity, Trend and Fair Value

Is the structure strengthening or losing force?

Direction

Energy

Why this architecture regime won

The context behind today’s regime

Is relative performance confirming the geometry?

Relative Strength

Leading benchmark

Is demand confirming the architecture?

Weekly volume with architecture context

References that would change the structural read

What followed this architecture in this market?

What the analysis measures and where its limits lie

Trend Architecture

Evidence roles

Fair Value and RS

Known limitations

Send a message

Evidence context

What the Activity Line geometry says now

The upward structure remains, but its energy is decelerating.

Weekly close, Activity, Trend and Fair Value

Is the structure strengthening or losing force?

Direction

Energy

Why this architecture regime won

The context behind today’s regime

Is relative performance confirming the geometry?

Relative Strength ?

Leading benchmark

Is demand confirming the architecture?

Weekly volume with architecture context

References that would change the structural read

What followed this architecture in this market?

Test the structure from another angle

Trend Persistence ↗

Directional State ↗

Momentum Intelligence ↗

Volume & Price ↗

Similar Charts ↗

RMI Reversal Map ↗

What the analysis measures and where its limits lie

Trend Architecture

Evidence roles

Fair Value and RS

Known limitations

Relative Strength

Trend Persistence

Directional State

Momentum Intelligence

Volume & Price

Similar Charts

RMI Reversal Map