Pattern Intelligence ยท NYSE

MEC quant read

Mayville Engineering Co Inc ยท Industrials

The pattern is not clean enough for a strong directional call. The chart needs confirmation.

1-week positive match rate 37.0%

Historically negative ยท avg analogue -0.61%

Moderate historical lean
4-week blended positive rate 44.5%

Unclear ยท avg analogue -0.70%

Mixed historical lean
Completed-week chart evidence Chart evidence challenges the read

4 of the core evidence blocks are acting as headwinds.

Evidence agreement Evidence not decisive

A decisive weekly close that pulls the 1-week and 4-week evidence into agreement.

Current weekly tape

Price, trend line, and fair value

Compare the stored pattern with completed weekly prices. The Fair Value line is the latest reference within this chart, held constant across the display.

Close
15.11
Trend Line
24.42
Fair value
17.47
Hover chart for weekly context.

Signal stack

What changed underneath price?

Each signal is standardized against its own recent history, so the lines show whether the current reading is unusually strong or weak for this stock.

Hover for standardized signal values.

Historical memory

Selected 4-week example returns

Each bar is a stored exampleโ€™s subsequent return, ordered by similarity. This selected set differs from the weighted global, sector and industry blend above.

Hover for analogue return and similarity rank.
Outcome frame

How varied were the historical outcomes?

The lower quartile, median and upper quartile of the selected examples. Actual future outcomes can fall outside this historical range.

Lower quartile -8.39%

What weaker historical analogues tended to deliver.

Median example -4.12%

The middle outcome from the nearest resolved examples.

Upper quartile +6.13%

What stronger historical analogues tended to deliver.

Evidence stack

Why the model sees this setup

These are the current conditions feeding the analogue read. The point is not the number alone; it is whether the evidence agrees with the historical read.

Price vs Trend Line -38.12%

Price is below trend, which keeps pressure on the setup.

Price vs Fair Value -13.53%

Price is trading below Fair Value, which can create recovery potential if pressure improves.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.36

The stock is lagging relative strength.

Market Activity -0.33

This component is a drag.

Price Cycle -0.14

This component is a drag.

Historical rhymes

Closest resolved setups

The table keeps the model honest: these are the actual examples behind the selected-example statistics.

Ticker Week Similarity Outcome 4W return
TAYD
NASDAQ
2026-06-12 0.7366 higher +3.88%
BPAC3
SAO
2026-06-05 0.7259 higher +6.88%
2689
HKG
2026-06-12 0.6834 higher +10.64%
TAYD
NASDAQ
2026-06-05 0.6797 higher +7.58%
PGMN3
SAO
2026-06-05 0.6774 lower -5.33%
0631
HKG
2026-06-12 0.6766 lower -7.64%
1885
JPX
2026-06-12 0.673 lower -3.13%
1157
HKG
2026-06-12 0.6724 lower -8.55%
BPAC3
SAO
2026-06-12 0.6657 higher +12.31%
PGMN3
SAO
2026-06-12 0.6646 lower -4.09%
2983
JPX
2026-06-12 0.6592 higher +10.88%
3899
HKG
2026-06-12 0.6569 lower -7.90%
301057
SHZ
2026-06-12 0.6542 lower -19.96%
605003
SHH
2026-06-12 0.6527 lower -9.99%
6469
JPX
2026-06-12 0.6516 higher +21.82%
MOVI3
SAO
2026-06-12 0.6469 lower -6.33%
HII
NYSE
2026-06-12 0.6466 lower -3.89%
002592
SHZ
2026-06-12 0.6456 lower -6.46%
1515
JPX
2026-06-12 0.6434 higher +3.73%
BERNER-B
STO
2026-06-12 0.6428 lower -6.61%
002592
SHZ
2026-06-05 0.6423 lower -4.15%
301057
SHZ
2026-06-05 0.641 lower -19.00%
0542
HKG
2026-06-12 0.6403 lower -13.33%
5261
JPX
2026-06-12 0.6392 higher +12.41%
688196
SHH
2026-06-12 0.637 lower -12.60%
300818
SHZ
2026-06-12 0.6366 lower -17.92%
KEP
NYSE
2026-06-05 0.6354 higher +0.89%
001311
SHZ
2026-06-12 0.635 lower -2.01%
4412
JPX
2026-06-12 0.6347 higher +8.11%
0373
HKG
2026-06-12 0.6342 lower -14.06%
Distinctive drivers

What made this setup unusual

These are the largest deviations from the run baseline, renamed into plain market language.

  • Yield context 0.85914
  • Sector structure 0.85619
  • Quality context 0.84807
  • Factor stack 0.65827
This is historical analogue evidence, not advice. It becomes more useful when historical rate, average return, chart evidence, and nearby examples all point in the same direction.
Sample audit ยท Selected examples

How much evidence stands behind the reading?

30 distinct examples across 25 companies and 2 entry weeks. 2026-06-05โ€“2026-06-12.

Median return-4.12%4 weeks after entry
Middle 80% of outcomes-14.45% to 11.02%10thโ€“90th historical percentiles
Largest company share7%Of selected examples
Weight-equivalent sample30.0Accounts for unequal weights, not dependence

The distribution, including losses

< โˆ’10%
6
โˆ’10 to โˆ’5%
8
โˆ’5 to 0%
5
0 to 5%
3
5 to 10%
3
โ‰ฅ 10%
5

0 unchanged outcomes. Bins use equal counts, not similarity weights; positive means strictly above zero.

Does one observation change the story?

Selected-example mean
-2.46%
Without the best outcome
-3.30%
Without the worst outcome
-1.86%
Non-overlapping within each company
-2.38% ยท 25 cases

The two exclusion checks show how much the extremes affect the mean. Companies can still share the same market shock; these checks do not prove independence.

Peer comparison

Does the result travel across comparison groups?

The headline 4-week rate blends these stored groups. The selected example chart and one-week calculation use a combined shortlist, so they will not necessarily reproduce that blend.

Comparison groupPositive rateMean returnMatchesBlend weightMedian similarity
Global
37.3%
-2.34%3055%0.65
SectorSame country
59.5%
3.23%3030%0.58
IndustrySame country
41.2%
-2.53%3015%0.24

Groups can share examples. Their counts must not be added together as independent observations. Similarity measures resemblance, not a likelihood of success.

Research playbook

What would strengthen or weaken this case?

Continuation

Historical lean meets chart support

A decisive weekly close that pulls the 1-week and 4-week evidence into agreement.

Look for the next completed weekly observation to sustain agreement in trend, relative strength and activity.

Conflict

Similar history, different conditions

If current price and direction oppose the historical lean, keep it as an unconfirmed case. Review the weaker peer group and whether the result depends on extreme examples.

Reassessment

The setup changes

A change in trend, fading relative strength or a materially different pattern can make the old matches less relevant. Recheck the pattern date and the next published reading.

Method and limits

Read the evidence in the right order

1. Compare like with like

Weekly price and indicator conditions are matched with resolved historical setups. Each listing appears once, using its most recent stored reading. Check the date and outcome horizon.

2. Separate frequency from payoff

The headline is a similarity-weighted blend of global, same-country sector and industry results where available. A high positive rate can coexist with large losses. Inspect the median, tails and individual examples.

3. Demand current confirmation

These are descriptive historical matches, not calibrated odds or an independently validated trading edge. Examples may overlap in time, share companies and reflect later data corrections. Costs, liquidity and delisted-company coverage need separate evaluation.

Evidence context