KOLs talk, wallets testify | 言錢不一

KOLs talk. Wallets testify.

Saying one thing, wallet doing another? The chain remembers.

🔎 18 real KOLs🧾 65 calls with receipts⛓ 24 on-chain wallets checked

🏆 See the leaderboard 💡 Bright vs 🕯️ Ghost this week

Real KOLsRECEIPTS

Real public calls × the wallets these KOLs disclosed themselves. Facts with receipts: every card links the X post and the on-chain transaction.

#KOLSay-DoCalls7d median

1@slingoorio111k · X7911-43%2@ieatjeets47k · X · 🎯776-27%3@Humanevolvd34k · Xneeds ≥310—4@CrayohlaEU4k · Xneeds ≥36-78%5@Yennii56128k · Xneeds ≥35-46%6@OnlyLJC60k · Xneeds ≥34+12%7@cryptokillua9937k · Xneeds ≥33-16%8@Advyth30k · Xneeds ≥33-20%9@SmokezXBT67k · Xneeds ≥33-87%10@0xkitty6917k · Xneeds ≥33+7.9%11@metaversejoji265k · Xneeds ≥32-18%12@daumenxyz132k · Xneeds ≥32-13%13@Hotpot0137k · Xneeds ≥32-81%14@Walta613k · Xneeds ≥31—15@imsheepsol16k · Xneeds ≥31-77%16@Hashbergers22k · Xneeds ≥31+2.5%17@G_free97k · Xneeds ≥31-97%18@spunosounds50k · Xneeds ≥31-15%

Say-Do score only with ≥3 scored calls (shrunk toward the average). Some KOLs are shown facts-only (no stamps, no score) after our review. Not financial advice.

See all real KOLs →

Example: how the board worksFICTIONAL DEMO

Everything in this section is a fictional demo (made-up KOLs, $SAMPLE tokens, simulated prices). It only shows how scoring and stamps work. Real KOLs are above.

#	KOL	Say-Do Score	Hit rate (7d median)	Valid calls	Top label	Wallet
—	Degen DentistDEMO@DegenDentist_demo · X	70	-7.1% Hit rate (7d median)	1 Not enough calls	💎 Diamond Hands ×1	L2 self-published	Make card
—	Pepe ProfessorDEMO@PepeProf_demo · X+TG	70	-7.1% Hit rate (7d median)	1 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card
—	Bus CaptainDEMO@BusCaptain_demo · TG	66	-43% Hit rate (7d median)	1 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card

#	KOL	Hit rate (7d median)	Say-Do Score	Valid calls	Top label	Wallet
—	Degen DentistDEMO@DegenDentist_demo · X	-7.1% 7d close ≥ call price 0%	70	1 Not enough calls	💎 Diamond Hands ×1	L2 self-published	Make card
—	Pepe ProfessorDEMO@PepeProf_demo · X+TG	-7.1% 7d close ≥ call price 0%	70	1 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card
—	Bus CaptainDEMO@BusCaptain_demo · TG	-43% 7d close ≥ call price 0%	66	1 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card

#	KOL	Say-Do Score	Hit rate (7d median)	Valid calls	Top label	Wallet
1	Moon NavigatorDEMO@MoonNav_demo · X	82	+3.2% Hit rate (7d median)	8	💎 Diamond Hands ×7	L2 self-published	Make card
2	Sushi SniperDEMO@SushiSniper_demo · X	82	+21% Hit rate (7d median)	6	🫡 Disclosed	L1 claimed	Make card
3	Dip DanDEMO@DipDan_demo · X	82	+45% Hit rate (7d median)	5	🫡 Disclosed	L2 self-published	Make card
4	Zen BroDEMO@ZenBro_demo · X	82	+9.5% Hit rate (7d median)	6	🫡 Disclosed	L2 self-published	Make card
5	Diamond KeungDEMO@DiamondKeung_demo · X+TG	81	-5.3% Hit rate (7d median)	5	🫡 Disclosed	L1 claimed	Make card
6	Pump PoetDEMO@PumpPoet_demo · X	81	-6.7% Hit rate (7d median)	8	🫡 Disclosed	L1 claimed	Make card
7	Sir HodlDEMO@SirHodl_demo · X	80	-1.3% Hit rate (7d median)	5	💎 Diamond Hands ×5	L1 claimed	Make card
8	Cha Chaan TraderDEMO@ChaChaanTrader_demo · TG	79	+26% Hit rate (7d median)	5	🫡 Disclosed	L2 self-published	Make card
9	GM GaryDEMO@GmGary_demo · X	79	+1.3% Hit rate (7d median)	6	🚌 Early Bus ×4	L2 self-published	Make card
10	Laser Eyes LamDEMO@LaserEyesLam_demo · X	78	-12% Hit rate (7d median)	6	🚌 Early Bus ×5	L2 self-published	Make card
11	Crayon ChartsDEMO@CrayonCharts_demo · X	78	+32% Hit rate (7d median)	8	🫡 Disclosed	L2 self-published	Make card
12	Airdrop UncleDEMO@AirdropUncle_demo · TG	78	+0.2% Hit rate (7d median)	9	🫡 Disclosed	L2 self-published	Make card
13	Aunty ApeDEMO@AuntyApe_demo · TG	76	+7.3% Hit rate (7d median)	5	🚌 Early Bus ×2	L2 self-published	Make card
14	Degen DentistDEMO@DegenDentist_demo · X	76	-4.2% Hit rate (7d median)	8	🚌 Early Bus ×4	L2 self-published	Make card
15	Wojak WongDEMO@WojakWong_demo · X	75	-27% Hit rate (7d median)	8	💎 Diamond Hands ×5	L2 self-published	Make card
16	All-in PopeDEMO@AllInPope_demo · X	70	-8.6% Hit rate (7d median)	8	🚌 Early Bus ×5	L2 self-published	Make card
17	Mr LFGDEMO@MrLFG_demo · X	69	-5.7% Hit rate (7d median)	11	🏃 Speedrun Exit ×8	L2 self-published	Make card
18	Bus CaptainDEMO@BusCaptain_demo · TG	67	+4.4% Hit rate (7d median)	7	🚌 Early Bus ×7	L2 self-published	Make card
—	Candle OracleDEMO@CandleOracle_demo · X	N/A	-4.4% Hit rate (7d median)	7 All talk, no wallet	—	No verified wallet	Make card
—	Night Owl AlphaDEMO@NightOwlAlpha_demo · TG	N/A	-6.9% Hit rate (7d median)	6 All talk, no wallet	—	No verified wallet	Make card
—	Pepe ProfessorDEMO@PepeProf_demo · X+TG	78	+4.1% Hit rate (7d median)	3 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card
—	Meme MonkDEMO@MemeMonk_demo · X	78	-7.2% Hit rate (7d median)	1 Not enough calls	💎 Diamond Hands ×1	L1 claimed	Make card
—	FOMO FionaDEMO@FomoFiona_demo · X	76	-17% Hit rate (7d median)	4 Not enough calls	🗣️ All Talk, No Wallet ×1	L2 self-published	Make card
—	Rocket GrandmaDEMO@RocketGrandma_demo · X	N/A	-29% Hit rate (7d median)	3 Not enough calls All talk, no wallet	—	No verified wallet	Make card

#	KOL	Hit rate (7d median)	Say-Do Score	Valid calls	Top label	Wallet
1	Dip DanDEMO@DipDan_demo · X	+45% 7d close ≥ call price 80%	82	5	🫡 Disclosed	L2 self-published	Make card
2	Crayon ChartsDEMO@CrayonCharts_demo · X	+32% 7d close ≥ call price 75%	78	8	🫡 Disclosed	L2 self-published	Make card
3	Cha Chaan TraderDEMO@ChaChaanTrader_demo · TG	+26% 7d close ≥ call price 100%	79	5	🫡 Disclosed	L2 self-published	Make card
4	Sushi SniperDEMO@SushiSniper_demo · X	+21% 7d close ≥ call price 83%	82	6	🫡 Disclosed	L1 claimed	Make card
5	Zen BroDEMO@ZenBro_demo · X	+9.5% 7d close ≥ call price 50%	82	6	🫡 Disclosed	L2 self-published	Make card
6	Aunty ApeDEMO@AuntyApe_demo · TG	+7.3% 7d close ≥ call price 60%	76	5	🚌 Early Bus ×2	L2 self-published	Make card
7	Bus CaptainDEMO@BusCaptain_demo · TG	+4.4% 7d close ≥ call price 57%	67	7	🚌 Early Bus ×7	L2 self-published	Make card
8	Moon NavigatorDEMO@MoonNav_demo · X	+3.2% 7d close ≥ call price 63%	82	8	💎 Diamond Hands ×7	L2 self-published	Make card
9	GM GaryDEMO@GmGary_demo · X	+1.3% 7d close ≥ call price 50%	79	6	🚌 Early Bus ×4	L2 self-published	Make card
10	Airdrop UncleDEMO@AirdropUncle_demo · TG	+0.2% 7d close ≥ call price 56%	78	9	🫡 Disclosed	L2 self-published	Make card
11	Sir HodlDEMO@SirHodl_demo · X	-1.3% 7d close ≥ call price 40%	80	5	💎 Diamond Hands ×5	L1 claimed	Make card
12	Degen DentistDEMO@DegenDentist_demo · X	-4.2% 7d close ≥ call price 38%	76	8	🚌 Early Bus ×4	L2 self-published	Make card
13	Candle OracleDEMO@CandleOracle_demo · X	-4.4% 7d close ≥ call price 43%	N/A	7	—	No verified wallet	Make card
14	Diamond KeungDEMO@DiamondKeung_demo · X+TG	-5.3% 7d close ≥ call price 20%	81	5	🫡 Disclosed	L1 claimed	Make card
15	Mr LFGDEMO@MrLFG_demo · X	-5.7% 7d close ≥ call price 36%	69	11	🏃 Speedrun Exit ×8	L2 self-published	Make card
16	Pump PoetDEMO@PumpPoet_demo · X	-6.7% 7d close ≥ call price 50%	81	8	🫡 Disclosed	L1 claimed	Make card
17	Night Owl AlphaDEMO@NightOwlAlpha_demo · TG	-6.9% 7d close ≥ call price 50%	N/A	6	—	No verified wallet	Make card
18	All-in PopeDEMO@AllInPope_demo · X	-8.6% 7d close ≥ call price 25%	70	8	🚌 Early Bus ×5	L2 self-published	Make card
19	Laser Eyes LamDEMO@LaserEyesLam_demo · X	-12% 7d close ≥ call price 17%	78	6	🚌 Early Bus ×5	L2 self-published	Make card
20	Wojak WongDEMO@WojakWong_demo · X	-27% 7d close ≥ call price 0%	75	8	💎 Diamond Hands ×5	L2 self-published	Make card
—	Pepe ProfessorDEMO@PepeProf_demo · X+TG	+4.1% 7d close ≥ call price 67%	78	3 Not enough calls	🚌 Early Bus ×1	L2 self-published	Make card
—	Meme MonkDEMO@MemeMonk_demo · X	-7.2% 7d close ≥ call price 0%	78	1 Not enough calls	💎 Diamond Hands ×1	L1 claimed	Make card
—	FOMO FionaDEMO@FomoFiona_demo · X	-17% 7d close ≥ call price 25%	76	4 Not enough calls	🗣️ All Talk, No Wallet ×1	L2 self-published	Make card
—	Rocket GrandmaDEMO@RocketGrandma_demo · X	-29% 7d close ≥ call price 0%	N/A	3 Not enough calls	—	No verified wallet	Make card

#	KOL	Say-Do Score	Hit rate (7d median)	Valid calls	Top label	Wallet
1	Dip DanDEMO@DipDan_demo · X	83	+8.1% Hit rate (7d median)	11	🫡 Disclosed	L2 self-published	Make card
2	Moon NavigatorDEMO@MoonNav_demo · X	82	+4.4% Hit rate (7d median)	10	💎 Diamond Hands ×8	L2 self-published	Make card
3	Diamond KeungDEMO@DiamondKeung_demo · X+TG	82	-3.4% Hit rate (7d median)	11	🫡 Disclosed	L1 claimed	Make card
4	Sushi SniperDEMO@SushiSniper_demo · X	82	+18% Hit rate (7d median)	11	🫡 Disclosed	L1 claimed	Make card
5	Sir HodlDEMO@SirHodl_demo · X	82	+0.7% Hit rate (7d median)	8	💎 Diamond Hands ×8	L1 claimed	Make card
6	Pump PoetDEMO@PumpPoet_demo · X	81	-15% Hit rate (7d median)	11	🫡 Disclosed	L1 claimed	Make card
7	GM GaryDEMO@GmGary_demo · X	81	+10% Hit rate (7d median)	10	🚌 Early Bus ×4	L2 self-published	Make card
8	Zen BroDEMO@ZenBro_demo · X	81	+1.2% Hit rate (7d median)	10	🫡 Disclosed	L2 self-published	Make card
9	Crayon ChartsDEMO@CrayonCharts_demo · X	80	+31% Hit rate (7d median)	11	🫡 Disclosed	L2 self-published	Make card
10	Cha Chaan TraderDEMO@ChaChaanTrader_demo · TG	79	+26% Hit rate (7d median)	9	🫡 Disclosed	L2 self-published	Make card
11	Laser Eyes LamDEMO@LaserEyesLam_demo · X	78	-7.2% Hit rate (7d median)	10	🫡 Disclosed	L2 self-published	Make card
12	Wojak WongDEMO@WojakWong_demo · X	77	-18% Hit rate (7d median)	11	💎 Diamond Hands ×8	L2 self-published	Make card
13	Pepe ProfessorDEMO@PepeProf_demo · X+TG	77	-0.2% Hit rate (7d median)	8	🫡 Disclosed	L2 self-published	Make card
14	Airdrop UncleDEMO@AirdropUncle_demo · TG	77	-1.3% Hit rate (7d median)	11	🫡 Disclosed	L2 self-published	Make card
15	Aunty ApeDEMO@AuntyApe_demo · TG	76	+11% Hit rate (7d median)	11	🫡 Disclosed	L2 self-published	Make card
16	Degen DentistDEMO@DegenDentist_demo · X	76	-4.2% Hit rate (7d median)	10	🚌 Early Bus ×5	L2 self-published	Make card
17	FOMO FionaDEMO@FomoFiona_demo · X	75	-12% Hit rate (7d median)	11	🏃 Speedrun Exit ×5	L2 self-published	Make card
18	All-in PopeDEMO@AllInPope_demo · X	67	-3.3% Hit rate (7d median)	12	🚌 Early Bus ×9	L2 self-published	Make card
19	Mr LFGDEMO@MrLFG_demo · X	67	-12% Hit rate (7d median)	14	🏃 Speedrun Exit ×10	L2 self-published	Make card
20	Bus CaptainDEMO@BusCaptain_demo · TG	67	+2.4% Hit rate (7d median)	13	🚌 Early Bus ×13	L2 self-published	Make card
—	Candle OracleDEMO@CandleOracle_demo · X	N/A	-4.7% Hit rate (7d median)	12 All talk, no wallet	—	No verified wallet	Make card
—	Rocket GrandmaDEMO@RocketGrandma_demo · X	N/A	-11% Hit rate (7d median)	11 All talk, no wallet	—	No verified wallet	Make card
—	Night Owl AlphaDEMO@NightOwlAlpha_demo · TG	N/A	+14% Hit rate (7d median)	10 All talk, no wallet	—	No verified wallet	Make card
—	Meme MonkDEMO@MemeMonk_demo · X	80	-4.1% Hit rate (7d median)	3 Not enough calls	💎 Diamond Hands ×3	L1 claimed	Make card

#	KOL	Hit rate (7d median)	Say-Do Score	Valid calls	Top label	Wallet
1	Crayon ChartsDEMO@CrayonCharts_demo · X	+31% 7d close ≥ call price 82%	80	11	🫡 Disclosed	L2 self-published	Make card
2	Cha Chaan TraderDEMO@ChaChaanTrader_demo · TG	+26% 7d close ≥ call price 78%	79	9	🫡 Disclosed	L2 self-published	Make card
3	Sushi SniperDEMO@SushiSniper_demo · X	+18% 7d close ≥ call price 91%	82	11	🫡 Disclosed	L1 claimed	Make card
4	Night Owl AlphaDEMO@NightOwlAlpha_demo · TG	+14% 7d close ≥ call price 70%	N/A	10	—	No verified wallet	Make card
5	Aunty ApeDEMO@AuntyApe_demo · TG	+11% 7d close ≥ call price 73%	76	11	🫡 Disclosed	L2 self-published	Make card
6	GM GaryDEMO@GmGary_demo · X	+10% 7d close ≥ call price 70%	81	10	🚌 Early Bus ×4	L2 self-published	Make card
7	Dip DanDEMO@DipDan_demo · X	+8.1% 7d close ≥ call price 64%	83	11	🫡 Disclosed	L2 self-published	Make card
8	Moon NavigatorDEMO@MoonNav_demo · X	+4.4% 7d close ≥ call price 70%	82	10	💎 Diamond Hands ×8	L2 self-published	Make card
9	Bus CaptainDEMO@BusCaptain_demo · TG	+2.4% 7d close ≥ call price 54%	67	13	🚌 Early Bus ×13	L2 self-published	Make card
10	Zen BroDEMO@ZenBro_demo · X	+1.2% 7d close ≥ call price 50%	81	10	🫡 Disclosed	L2 self-published	Make card
11	Sir HodlDEMO@SirHodl_demo · X	+0.7% 7d close ≥ call price 50%	82	8	💎 Diamond Hands ×8	L1 claimed	Make card
12	Pepe ProfessorDEMO@PepeProf_demo · X+TG	-0.2% 7d close ≥ call price 50%	77	8	🫡 Disclosed	L2 self-published	Make card
13	Airdrop UncleDEMO@AirdropUncle_demo · TG	-1.3% 7d close ≥ call price 45%	77	11	🫡 Disclosed	L2 self-published	Make card
14	All-in PopeDEMO@AllInPope_demo · X	-3.3% 7d close ≥ call price 25%	67	12	🚌 Early Bus ×9	L2 self-published	Make card
15	Diamond KeungDEMO@DiamondKeung_demo · X+TG	-3.4% 7d close ≥ call price 36%	82	11	🫡 Disclosed	L1 claimed	Make card
16	Degen DentistDEMO@DegenDentist_demo · X	-4.2% 7d close ≥ call price 40%	76	10	🚌 Early Bus ×5	L2 self-published	Make card
17	Candle OracleDEMO@CandleOracle_demo · X	-4.7% 7d close ≥ call price 42%	N/A	12	—	No verified wallet	Make card
18	Laser Eyes LamDEMO@LaserEyesLam_demo · X	-7.2% 7d close ≥ call price 40%	78	10	🫡 Disclosed	L2 self-published	Make card
19	Rocket GrandmaDEMO@RocketGrandma_demo · X	-11% 7d close ≥ call price 27%	N/A	11	—	No verified wallet	Make card
20	Mr LFGDEMO@MrLFG_demo · X	-12% 7d close ≥ call price 29%	67	14	🏃 Speedrun Exit ×10	L2 self-published	Make card
21	FOMO FionaDEMO@FomoFiona_demo · X	-12% 7d close ≥ call price 27%	75	11	🏃 Speedrun Exit ×5	L2 self-published	Make card
22	Pump PoetDEMO@PumpPoet_demo · X	-15% 7d close ≥ call price 45%	81	11	🫡 Disclosed	L1 claimed	Make card
23	Wojak WongDEMO@WojakWong_demo · X	-18% 7d close ≥ call price 9%	77	11	💎 Diamond Hands ×8	L2 self-published	Make card
—	Meme MonkDEMO@MemeMonk_demo · X	-4.1% 7d close ≥ call price 33%	80	3 Not enough calls	💎 Diamond Hands ×3	L1 claimed	Make card

#	KOL	Call	7d return	What the wallet did
🕯️1	Bus CaptainDEMO@BusCaptain_demo · TG	$SAMPLEDOG Oct 10 · $0.0247	-43% Followers after 7d	MOUTH ≠ WALLET SAID ONE THING · WALLET DID ANOTHER 🚌 Early Bus 68h🏃 Speedrun Exit 73%	Receipts
🕯️2	Wojak WongDEMO@WojakWong_demo · X	$SAMPLEBEAR Oct 6 · $0.0000347	-30% Followers after 7d	GHOST LAMP CALLED IT · WENT SOUTH 💎 Diamond Hands 95%	Receipts
🕯️3	Wojak WongDEMO@WojakWong_demo · X	$SAMPLEOWL Oct 3 · $3.070	-29% Followers after 7d	MOUTH ≠ WALLET SAID ONE THING · WALLET DID ANOTHER 🏃 Speedrun Exit 87%🫡 Disclosed	Receipts

"Ghost lamp" tags a single call's result (bad luck), never a person.

Entry bar: ≥ 2 valid calls in 7D, ≥ 5 in 30D/90D, otherwise greyed out as "not enough calls". Say-Do Score uses Bayesian shrinkage (m = 10) so tiny samples can't top the board. KOLs without a verified wallet get no Say-Do Score; they only appear on "Sharpest calls".

How it worksHOW IT WORKS

SAY

A KOL publicly calls a coin on X / Telegram: "get in!"

What did the wallet they published themselves do around the call? In early? Out fast?

CARD

We print a funny-but-true scorecard. You decide whether to share it.

Every call gets exactly one stamp:

BRIGHT LAMP CALLED IT · PAID OFF

Post and wallet matched, and buyers at the call price were up after 7 days

GHOST LAMP CALLED IT · WENT SOUTH

Post and wallet matched, but buyers at the call price were down after 7 days

MOUTH ≠ WALLET SAID ONE THING · WALLET DID ANOTHER

The post said buy or hold, but verified wallets sold ≥ 50% within 24h — or never bought at all

A stamp describes that one call, not the person. We never auto-reply or @ anyone on X, and there are zero share rewards.