Everyone else's stats quietly drop the dead stocks.
Count only the survivors and win rates look inflated — that's survivorship bias. kachichain includes delisted names in the math, so the numbers stay honest.
Survivors only
- ✕ Delisted & failed names missing from the stats
- ✕ "This pattern hits 80% of the time" hype
- ✕ Losing cases quietly hidden
- ✕ Never tells you the sample size
Dead stocks counted too
- ✓ Full listing-to-delisting window (bias removed)
- ✓ Winners and losers — the whole distribution
- ✓ Win rate and reward/risk together
- ✓ Flags "low confidence" on thin samples
We don't predict. We ask history.
Drop in a ticker; we match your chart's shape against 5 years of history and show the closest past cases and how they went — numerically, not by image recognition.
Match by shape
Strip the price scale, normalize the chart's shape — a $3 and a $300 name match if the pattern's the same. z-normalize
The closest past
Search 5 years, delisted included, for the windows most similar to now. analogs
What came next
How those cases did 1/5/10 days later — losers included — as a distribution. win% · reward/risk
No hype
We don't predict. Thin sample or weak match, and we say confidence is low. past ≠ future
Charts by data, not by gut.
How similar is it
A shape-match % between your chart and past windows. The closest analogs, shown with ticker and date.
Survivorship bias removed
5 years of US stocks including delisted names. The dead stocks others quietly drop are right here in the math.
Wins and losses
The 1/5/10-day outcomes of similar cases as win rate, average, and reward/risk — the whole distribution, not the cherry-picks.
Numbers, not gurus
Post-drop first green, high-volume breakout, RSI bounce… base rates measured on real history. Even "three white soldiers: 53% win" — nothing hidden.
Never miss the break
Surge→base→breakout scans to Discord / Telegram. Every signal ships with its historical analog stats.
Verify offline
Run strategies on your own data for return, drawdown, win rate, and the full trade log — numbers you can argue with.
The core is free. Pay only to skip the wait.
Free gives you analog lookups and measured stats on a 15-minute delay. Pro unlocks the real-time feed, unlimited tickers, and deeper analysis.
- + Analog lookup — up to 5 tickers
- + Measured pattern stats (delisted included)
- + Data — 15-min delayed
- + Discord / Telegram alerts
- + Daily gainers & market brief
- – Real-time & unlimited tickers
- + Everything in Free
- + Data — real-time
- + Unlimited ticker lookups
- + Deep analog distribution & low-cap filter
- + Hosted scans & alert delivery
- + Priority support & updates