Weekly structural research ยท NASDAQ ยท Consumer Cyclical

VFS Stage Analysis

VinFast Auto Ltd. Ordinary Shares

Week ending 9 Oct 2026Close USD 3.06Tenure DevelopingBenchmark QQQ
Executive diagnosis

What the Activity Line geometry says now

Structure, not prediction
Downward Expansion ยท Established contraction

The weekly architecture is expanding downward.

Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation.

  • The Trend gate is down within the current regime.
  • Fast Activity versus Slow Activity: improving.
  • Activity structure: moderate and contracting.
Direction -42โˆ’100 bearish to +100 bullish
Energy 24/100directional strength
Maturity 44/100lifecycle context
Confidence 68/100evidence agreement
Trend gate Downstructural direction
Activity structure Moderatecontracting separation
Price acceptance -50.0%position within the Activity structure
Fair Value context -23.1%USD 3.98 ยท improving
Trend Architecture map ยท 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 ยท 156 observations
WeekCloseTrendRelative StrengthVolumeRegimeDirectionEnergy
2026-10-093.063.41-20.801443065Downward Expansion-4224
2026-10-023.043.41-21.541783649Downward Expansion-4422
2026-09-253.183.41-17.802382792Downward Expansion-2615
2026-09-183.233.41-14.091593958Downward Expansion-2819
2026-09-113.213.41-14.131855155Downward Expansion-5031
2026-09-043.083.42-18.411335660Downward Expansion-4631
2026-08-283.083.42-18.581753475Downward Expansion-4324
2026-08-213.113.43-17.951943172Downward Expansion-4022
2026-08-143.173.44-18.981357117Downward Expansion-4229
2026-08-073.353.45-14.001718105Downward Expansion-4531
2026-07-313.113.45-16.521885677Downward Expansion-6052
2026-07-242.853.46-23.522319816Downward Expansion-7569
2026-07-173.153.48-17.432382378Rotation Down-6156
2026-07-103.053.49-23.891710136Rotation Down-3858
2026-07-033.073.50-22.612097429Rotation Down-2853
2026-06-263.033.51-23.562002796Rotation Down-3050
2026-06-193.043.51-27.322036167Deceleration-3038
2026-06-123.153.52-23.293852927Deceleration-2531
2026-06-053.213.53-20.653300184Deceleration-1423
2026-05-293.493.54-18.141480145Deceleration2118
2026-05-223.573.53-14.292415474Upward Expansion3421
2026-05-153.833.52-7.523203433Upward Expansion5842
2026-05-084.313.503.222392984Upward Expansion6555
2026-05-014.253.466.822664128Upward Expansion6576
2026-04-244.363.4310.969727047Upward Expansion7283
2026-04-174.213.399.403913874Upward Expansion7277
2026-04-104.193.3515.397390230Upward Expansion7777
2026-04-034.543.3230.787308249Upward Expansion7965
2026-03-273.393.281.882475243Downward Expansion-4247
2026-03-202.863.29-17.153083336Downward Expansion-8882
2026-03-133.103.31-12.611402055Downward Expansion-7165
2026-03-063.123.32-13.391221903Balance-6154
2026-02-273.263.33-11.14889157Balance-4335
2026-02-203.253.34-12.13708915Balance-2422
2026-02-133.293.35-10.571530592Balance-78
2026-02-063.333.36-11.071893831Balance-13
2026-01-303.303.36-14.101277584Balance12
2026-01-233.363.38-13.251261517Balance1911
2026-01-163.433.38-11.841217015Balance1117
2026-01-093.433.38-13.241633875Balance1317
2026-01-023.383.39-13.391474381Balance-1312
2025-12-263.393.39-15.48972094Balance-1310
2025-12-193.433.38-14.162635838Balance-95
2025-12-123.303.38-17.591838669Downward Expansion-3015
2025-12-053.363.39-18.441790743Downward Expansion-2611
2025-11-283.243.41-21.472405476Downward Expansion-3517
2025-11-213.233.42-18.534559356Downward Expansion-3518
2025-11-143.463.42-15.992237830Downward Expansion-1913
2025-11-073.433.40-17.413904912Downward Expansion-2916
2025-10-313.203.39-25.672995727Rotation Down-5836
2025-10-243.223.37-24.332561858Rotation Down-3026
2025-10-173.263.38-22.331849984Rotation Down-3035
2025-10-103.193.39-22.643069795Rotation Down-3852
2025-10-033.293.39-22.503359669Rotation Down-3455
2025-09-263.183.39-24.683014838Rotation Down-4460
2025-09-193.233.41-24.403309948Balance-2948
2025-09-123.283.43-22.042613426Balance-2433
2025-09-053.343.44-19.752754613Balance-1716
2025-08-293.423.46-17.582079109Balance117
2025-08-223.473.47-16.962112768Balance-05
2025-08-153.573.49-15.722241923Balance56
2025-08-083.463.51-18.321887778Balance13
2025-08-013.393.54-17.482761727Balance-198
2025-07-253.553.58-16.063058960Balance1018
2025-07-183.613.60-14.462485907Balance-517
2025-07-113.553.62-15.502216909Balance-1112
2025-07-043.643.65-14.422461938Balance-69
2025-06-273.593.69-14.822424343Balance-2110
2025-06-203.383.71-16.992621065Balance-3318
2025-06-133.523.73-13.943915610Balance-2916
2025-06-063.423.75-17.352136920Balance-2011
2025-05-303.253.76-20.412655484Downward Expansion-3521
2025-05-233.503.78-13.611469509Downward Expansion-2223
2025-05-163.603.79-14.052142645Downward Expansion-2624
2025-05-093.723.80-5.972540870Downward Expansion-2820
2025-05-023.503.80-11.522406098Downward Expansion-4736
2025-04-253.243.81-15.182560638Downward Expansion-6360
2025-04-183.133.83-12.641964600Downward Expansion-6572
2025-04-112.913.85-20.452430179Downward Expansion-7882
2025-04-042.833.88-17.192864804Downward Expansion-8783
2025-03-283.393.92-11.192219712Downward Expansion-6672
2025-03-213.443.92-12.812166078Rotation Down-6572
2025-03-143.283.93-17.443365326Rotation Down-5166
2025-03-073.423.95-16.963953311Rotation Down-4655
2025-02-283.623.96-15.922200041Rotation Down-2841
2025-02-213.793.97-16.101965513Balance-2032
2025-02-143.773.98-19.223355893Balance-2127
2025-02-073.804.00-17.262680152Balance-1720
2025-01-313.904.04-15.873446555Balance1515
2025-01-244.014.05-15.782148914Balance2614
2025-01-174.124.06-13.373084037Balance3619
2025-01-104.244.06-9.523350615Rotation Up4926
2025-01-034.554.06-6.563947321Rotation Up6037
2024-12-274.324.05-13.552572777Rotation Up3046
2024-12-204.224.07-16.843682121Rotation Up3250
2024-12-134.494.09-15.415883689Rotation Up3553
2024-12-064.894.11-9.1112775032Balance4352
2024-11-294.154.04-21.563610470Balance19
2024-11-223.934.00-26.782658103Balance-179
2024-11-154.013.96-25.155168886Balance-149
2024-11-083.753.91-33.113680077Balance-2112
2024-11-013.763.90-30.354042661Balance-119
2024-10-253.963.92-28.877654133Balance-56
2024-10-183.833.95-31.962400187Downward Expansion-3720
2024-10-113.733.99-34.422328610Downward Expansion-4325
2024-10-043.814.03-33.782947092Downward Expansion-3719
2024-09-273.924.08-33.344035728Downward Expansion-4022
2024-09-203.664.14-39.724053504Downward Expansion-5935
2024-09-133.964.19-37.283926873Downward Expansion-5441
2024-09-063.744.24-40.633678863Downward Expansion-5958
2024-08-303.604.29-48.823498905Downward Expansion-6563
2024-08-233.664.36-52.754057874Balance-6158
2024-08-163.804.43-59.293518077Balance-5238
2024-08-093.734.51-59.264937157Balance-4325
2024-08-023.914.60-58.416080891Balance-3514
2024-07-264.134.71-58.194829728Balance-1610
2024-07-194.544.85-56.036113008Balance-1010
2024-07-124.854.96-55.599749651Balance-55
2024-07-054.325.06-61.144753197Balance-2917
2024-06-284.305.15-60.626966247Downward Expansion-2817
2024-06-213.905.27-64.878364204Downward Expansion-2314
2024-06-144.335.36-61.579668504Downward Expansion-1923
2024-06-074.365.39-60.578772655Downward Expansion-2030
2024-05-314.895.45-55.297386356Downward Expansion-2329
2024-05-244.905.48-56.5427543502Downward Expansion-3624
2024-05-174.885.50-56.7735162499Downward Expansion-6154
2024-05-103.015.51-73.1710497939Downward Expansion-6887
2024-05-032.895.68-74.3412426479Downward Expansion-7189
2024-04-262.605.85-77.1018646708Downward Expansion-8695
2024-04-192.526.18-77.3621432286Downward Expansion-9596
2024-04-123.606.62-69.989920709Downward Expansion-8883
2024-04-054.167.08-66.0510308968Downward Expansion-8366
2024-03-294.977.52-60.406212505Downward Expansion-6857
2024-03-224.968.33-61.247397496Downward Expansion-7159
2024-03-155.0210.46-60.188380507Downward Expansion-7261
2024-03-085.2510.81-59.438339902Downward Expansion-6961
2024-03-015.7911.12-56.5810167639Downward Expansion-6663
2024-02-235.0611.28-61.816105864Downward Expansion-7467
2024-02-165.4611.49-58.818417758Downward Expansion-6968
2024-02-095.2511.65-61.498704174Downward Expansion-7784
2024-02-025.7211.82-57.837546595Downward Expansion-7276
2024-01-265.9411.97-56.208568383Downward Expansion-7379
2024-01-196.0012.12-56.0211828675Downward Expansion-7574
2024-01-126.5912.26-50.9613694797Downward Expansion-6052
2024-01-057.0212.39-46.6916747335Downward Expansion-5145
2023-12-298.3712.50-39.1312658609Downward Expansion-4353
2023-12-227.9912.56-42.2820126598Downward Expansion-4560
2023-12-157.8812.64-43.1217426631Downward Expansion-4664
2023-12-086.8512.72-49.3819610042Downward Expansion-5072
2023-12-017.8412.84-42.3241698583Downward Expansion-5167
2023-11-246.5612.92-52.0622320558Balance-5647
2023-11-175.4113.04-60.5013549481Balance-2928
2023-11-106.0713.20-55.2920392958Balance-2828
2023-11-035.9413.34-55.4311069285Balance-2026
2023-10-275.3213.48-57.9721645776Balance-2231
2023-10-205.3813.65-59.0429992034Balance-2226
Price vs TrendBelow-10.1%
Trend directionFalling-1.3%
Price vs current Fair ValueBelow anchor-23.1%
Fair Value directionClosing upward+18.8%
Relative Strength vs benchmarkLagging-20.8%
Relative strength directionImproving+3.1%
Price momentumNegative-27.0%
Volume balanceSupply-led0.94ร—
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

-42 / ยฑ100

+7.7 points since 2026-09-11

Energy

24 /100

-6.9 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.

Comparative structural evidence

Why this architecture regime won

Every regime is evaluated
Balance47
Rotation Up21
Upward Expansion9
Deceleration61
Rotation Down41
Downward Expansion68

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 todayโ€™s regime

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

Balance 35%Rotation Up 3%Upward Expansion 5%Deceleration 3%Rotation Down 9%Downward Expansion 45%
Recent Trend Architecture ledger
RegimeRecognizedLast observationTenureMove inside regime
Downward Expansion2026-07-242026-10-09Developing+7.4%
Rotation Down2026-06-262026-07-17New+4.0%
Deceleration2026-05-292026-06-19New-12.9%
Upward Expansion2026-04-032026-05-22Developing-21.4%
Downward Expansion2026-03-132026-03-27New+9.4%
Balance2025-12-192026-03-06Developing-9.0%
Downward Expansion2025-11-072025-12-12Developing-3.8%
Rotation Down2025-09-262025-10-31Developing+0.6%
Balance2025-06-062025-09-19Established-5.6%
Downward Expansion2025-03-282025-05-30Developing-4.1%
Rotation Down2025-02-282025-03-21New-5.0%
Balance2025-01-172025-02-21Developing-8.0%
Rotation Up2024-12-132025-01-10Developing-5.6%
Balance2024-10-252024-12-06Developing+23.5%
Classic Stage Analysis comparison
Stage 1 ยท Basing83
Stage 2 ยท Advancing0
Stage 3 ยท Distribution15
Stage 4 ยท Declining100

Legacy result: Stage 4 ยท Stage 4B ยท Declining. It remains visible while the experimental architecture is validated rather than being silently discarded.

Leadership versus QQQ

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

Lagging benchmark

Architecture confirmation
86/100
Current Relative Strength
-20.80
Relative Strength direction
Improving
Price momentum
-27.0%
Excess performance vs benchmark
-49.9%
Consumer Cyclical regime cohort
10th percentile94 in cohort
Participation and structure

Is demand confirming the architecture?

Volume cannot overrule geometry
Relative volume0.72ร—

Latest completed volume relative to typical participation.

Up/down volume0.94ร—

Participation balance between advancing and declining observations.

Accumulation / distribution1 / 2

Recent participation evidence classified by demand and supply.

Activity alignment+25.0%

Current positive alignment across Activity and Trend.

Fast/slow rotationImproving

Current relationship between Fast Activity and Slow Activity.

Structure stability+50.0%

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.

Decision architecture

References that would change the structural read

Evidence levels, not orders
Fast Activity USD 3.11falling
Slow Activity USD 3.23falling
Trend Reference USD 3.41-10.1% close margin
Current Fair Value USD 3.98-23.1% close margin
Structural low USD 2.85shock / repair context
What changes the read?

Fan contraction and a persistent upward fast/slow rotation are required before the declining structure is considered repaired.

Range context +8.2%
Annualized volatility +34.1%
From structural high -42.1%
From structural low +10.1%
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 movePositive periodsDirectional follow-through Median excess vs QQQ Regime survived Read
Near term18+0.8%-49.2% to +93.7%+55.6%+44.4%-0.2%+72.2%Usable descriptive sample
Intermediate7-2.9%-26.4% to +15.3%+42.9%+57.1%-16.8%+42.9%Usable descriptive sample
Extended4-10.7%-37.6% to +25.7%+25.0%+75.0%-31.1%+25.0%Too little matched history
Full cycle2-23.5%-47.1% to +0.0%+0.0%+50.0%-49.6%+50.0%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.

Evidence context