Kahan Tools scores on-chain wallets and signal callers from raw data, then puts the evidence in one terminal.
| # | Caller | Calls | ≥2x | Wilson LB |
|---|---|---|---|---|
| 1 | alpha_xyz | 42 | 57% | 42% |
| 2 | nightowl | 118 | 48% | 39% |
| 3 | degen_lab | 67 | 44% | 33% |
| 4 | 0xsignal | 23 | 39% | 22% |
| 5 | moonwatch | 91 | 21% | 14% |
| Wallet | Pos. | Hit 2x |
|---|---|---|
| 7Yn…9fT | 33 | 36% |
| 0x3f…c21 | 18 | 28% |
| Bq5…xP2 | 51 | 17% |
| 9aK…L0d | 27 | 7% |
Illustrative mock-up. All names, addresses and figures above are made-up sample data.
Look a token up and see who bought it, or start from a wallet and see how it trades. Pick Metrics replay every entry against price history.
| Wallet | Hit rate ≥2x | Pos. |
|---|---|---|
| 7Yn…9fT | 36% | 33 |
| 0x3f…c21 | 28% | 18 |
| Bq5…xP2 | 17% | 51 |
| 9aK…L0d | 7% | 27 |
Every call is scored from the price when it was made, and confidence is shown next to the win rate.
| Caller | Calls | Win rate | Wilson LB |
|---|---|---|---|
| alpha_xyz | 42 | 57% | 42% |
| nightowl | 118 | 48% | 39% |
| lucky_7 | 6 | 83% | 44% |
| moonwatch | 91 | 21% | 14% |
A realtime stream of calls next to what the wallets you track are holding right now — so context is one glance away.
A Telegram bot pushes a message when a tracked wallet or caller moves — no tab to keep open.
The same scoring and the same views across the chains where early moves happen.
Internal system figures, rounded and anonymized. They are not user counts or revenue.
Kahan Tools is built and operated with several Claude Code sessions working in parallel under a coordinating session — each on its own branch, with a brief and a definition of done.
The founder sets direction and approves what ships.
Claude measures data sources, audits scoring logic and challenges assumptions before anything reaches production.
Every change ships with automated tests — over 5,500 and counting.
Kahan Tools isn't open to the public yet. Write to the founder to follow progress or ask about access.
founder@kahantools.xyz