Unclear · avg analogue +0.03%
Low convictionPattern Intelligence · KLS
7757 quant read
The pattern is not clean enough for a strong directional call. The chart needs confirmation.
Unclear · avg analogue +2.33%
Low convictionThe current setup has both supportive and challenging components.
A decisive weekly close that pulls the 1-week and 4-week evidence into agreement.
Current weekly tape
Price, trend line, and fair value
Use this to anchor the probability read to the actual chart. A bearish analogue read is more serious when price is below trend or stretched above fair value.
- Close
- 0.67
- Trend Line
- 0.65
- Fair value
- 0.68
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
Nearest 4-week analogue returns
Bars are the forward 4-week returns from the closest resolved examples, ordered by similarity. Red clustering is the warning sign.
Hover for analogue return and similarity rank.
Outcome frame
Range of outcomes from the nearest 4-week analogues
This is not a forecast range. It is the historical distribution of similar setups, translated into bear/base/bull context.
What weaker historical analogues tended to deliver.
The middle outcome from the nearest resolved examples.
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 probability read.
Price is close to trend, so direction still needs confirmation.
Price is close to Fair Value.
Market Dynamics are neutral.
Relative strength is not giving a clear edge.
This component is supportive.
This component is neutral.
Historical rhymes
Closest resolved setups
The table keeps the model honest: these are the actual examples behind the headline odds.
| Ticker | Week | Similarity | Outcome | 4W return |
|---|---|---|---|---|
| 0025 HKG |
2024-11-15 | 0.5672 | lower | -4.29% |
| VICI JKT |
2023-07-14 | 0.5603 | higher | +31.07% |
| GFPT SET |
2024-04-12 | 0.5482 | higher | +7.44% |
| 4016 JPX |
2025-02-28 | 0.5463 | higher | +6.67% |
| 4624 JPX |
2023-04-28 | 0.5448 | lower | -0.97% |
| 0298 HKG |
2025-06-20 | 0.5423 | lower | -1.67% |
| 7698 JPX |
2023-06-30 | 0.5418 | lower | -3.58% |
| 3298 KLS |
2023-09-15 | 0.5404 | higher | +6.04% |
| 0035 HKG |
2024-11-08 | 0.5386 | lower | -18.80% |
| GMI EBS |
2023-06-16 | 0.5384 | higher | +3.57% |
| DNET JKT |
2022-08-26 | 0.5336 | lower | -2.68% |
| ENMT4 SAO |
2024-02-09 | 0.5328 | higher | +1.68% |
Distinctive drivers
What made this setup unusual
These are the largest deviations from the run baseline, renamed into plain market language.
- Volume pressure -0.60597
- Trend Signal 0.57698
- Close location 0.51406
- Sector structure -0.45561
This is historical analogue evidence, not advice. It becomes more useful when probability, average return, chart evidence, and nearby examples all point in the same direction.