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How to read the data

What each panel measures, what a healthy coin looks like, and how to tell a coordinated launch from an organic one. New here? Start with the three results, then jump to whatever you're looking at.
Bundled — red
Supply was manufactured: coordinated buying, shared funders, mixer money, or cohorts of fresh wallets. The pattern most associated with rug pulls, and the only result that raises the internal risk score.
Cabaled — amber
Insider or exchange-routing coordination without the harder signs of bundling — one exchange dominating the funding, regional / low-trust / fiat on-ramps, or a few wallets holding most of the float. A real caution, a different kind than Bundled.
Organic — blue
No manipulation pattern found: diverse wallet ages, healthy spread, blue-chip exchange funding. Shown in blue, not green, on purpose — a clean read is not a signal to buy.
Unverified — grey
The engine couldn't grade the coin — usually no real market yet, or exchange-funding data was missing. It shows no number. It is not a clean bill of health; re-scan in a minute.
The number next to the result is not a risk score. It's how strongly the coin fits the result it was given — 0 = weak signal, 100 = strong signal. A high number on an Organic coin means "confidently clean"; the same high number on a Bundled coin means the bundling pattern is unmistakable. Same number, opposite meaning — always read it together with the color.

Gas & priority fees

The most reliable fingerprint of one operator running many wallets.

Every trade pays a base gas fee plus a priority fee the trader sets. Bot operators run all their wallets through one terminal with one fee configuration, so their wallets pay the exact same fee. Luminos groups the top holders by that shared fee fingerprint and shows how much supply each group controls. The fee shown for each group is the priority fee — the same number trading apps like pump.fun display — so you can match it against what you see in your own app.

What's suspicious: several wallets sharing an unusual exact fee, especially when the same group appears on both buys and sells — that's one operator, not a coincidence. A shared value that also shows up on hundreds of unrelated tokens is a common bot default and is flagged as such (weak evidence). As a rule of thumb: one distinctive fee group holding over 5% of supply is a coordination signal, 35–50% reads bundled, and over 50% is one operator running the float.

Accounts & terminals

Which trading terminal each wallet uses.

Terminals (Axiom, Trojan, gmgn, Photon, BullX) each route their fee to a distinct on-chain address, so we can tell which one a wallet trades through and tag it with a colored badge. The Accounts section sums this up: what share of the analyzed wallets — and of supply — sits on each terminal.

What's suspicious: a large slice of supply concentrated on one terminal can mean a single operator's wallets clustered together. A healthy token spreads across many terminals.

The verdict & the two numbers

One result, and two numbers that mean very different things.

The header shows the result (Bundled / Cabaled / Organic / Unverified), a big number, and a confidence meter. A Bundled result also carries a small Fully or Soft tag — how deep the bundling goes (Fully = a hard trigger or the lowest CEX band; Soft = a milder band). Only Bundled ever shows a tag.

There are two separate 0–100 numbers, and mixing them up is the most common mistake:

NumberWhereWhat it means
The big scoreverdict header Category-fit strength — how strongly the coin fits its result (0 weak → 100 strong). Not risk, not safety, not a price call. Read it with the color.
Risk scoreEngine breakdown The actual rug-danger number. Fed almost entirely by the bundling axis (~80%) plus a few scam flags. Cabaled and Organic add nothing to it.
Because only bundling feeds the risk number, a Cabaled coin can show a low risk score and still be a real caution. "Low risk number" ≠ "safe" for Cabaled or Unverified coins.

Grey "Unverified" — couldn't check, not "clean"

Unverified means the engine declined to grade the coin, for one of two reasons: it has no real market yet (almost no liquidity, few holders, barely any trades), or exchange-funding data was unavailable so bundling couldn't be checked. One important rule: a coin that would have been Organic is downgraded to grey Unverified whenever the exchange-funding data is unreliable — the tool refuses to hand out a clean blue result it can't stand behind. The banner says it plainly: not a clean bill of health. Missing data only ever pushes toward caution, never away from it — a Bundled or Cabaled result earned from other signals is never softened by it.

Confidence

How much data backed the result.

High / medium / low reflects how many independent data sources returned real data for this token (there are three: market data, holder/exchange data, and trading-terminal data). A brand-new token with thin history gets low confidence even when the signals look clear — treat those reads as provisional.

Worth knowing: with only two of the three sources live, High is impossible — the best you can get is Medium. So a Medium badge can just mean a data provider was down, not that the coin is borderline.

CEX funding — the "ideal distribution" question

How much of the tradeable supply traces back to real exchange withdrawals.

This is the one people ask about most. Luminos traces the top holders' wallets back to see how much of the free float (the supply that can actually trade — see the glossary) was funded by withdrawals from real centralized exchanges like Coinbase and Binance. Real exchange money is the footprint of many independent retail buyers. The ideal is a band, not a maximum — too little looks manufactured, and suspiciously high looks like one operator routing everything through exchanges to look organic.

CEX funding (of free float)Reads as
under 40%Bundled — too little real exchange money (under 30% is "fully" bundled)
40–50%Cabal-leaning
50–75%Organic — the healthy / ideal band
75–85%Unusually uniform funding — caution
over 85%Bundled — funding is too uniform to be real retail

So the short answer: 50–75% is ideal. Above 75% the coin can still stay Organic only if a withdrawal-batch check confirms those exchange withdrawals weren't siblings from one coordinated batch.

Cluster supply vs Partition. The funding panel has a toggle. Cluster supply can add up to more than 100% because one wallet can trace to several exchanges and is counted under each — it's the fuller picture of a venue's footprint. Partition assigns every wallet to one exchange and counts it once, so it's the clean, no-double-count split. Use "open bubble map" to inspect the full graph.

Not every exchange is judged the same. Binance and Coinbase are where nearly everyone routes, so their normal range is wide (roughly 10–35% is fine) — and a very low share is itself a small flag (the coin avoided the mainstream venues). Regional or low-trust exchanges, and fiat/privacy on-ramps, get flagged at much lower shares because heavy funding through them is abnormal. Moonpay (a card on-ramp) is the special case that can flip a coin by itself: over 10% is at least Cabaled, over 20% is Bundled.

What flips the verdict: a single dominant exchange alone doesn't. It takes a pattern — several concentrated exchanges with at least one severe reads Bundled; four mildly-concentrated venues with none severe reads Cabaled; a healthy spread across many venues, each only mild, stays Organic.

Mixer funding

Supply first funded through a privacy mixer or instant-swap.

Right next to CEX funding, this shows how much of the top-holder money arrived through a mixer or instant-swap service (ChangeNow, FixedFloat, THORChain…). Legitimate exchange withdrawals are traceable; mixer money is deliberately not — it's used to hide where the supply came from. A separate line calls out when the deployer's own wallet was funded that way.

under 3% clean  ·  3–10% caution  ·  over 10% red flag. A healthy coin is at or near zero.

Bundles, clusters & time nodes

Groups of wallets that behave as one entity.

Wallets that bought in the same blocks, share a common funder, or hold near-identical amounts are grouped into clusters. Time nodes are the related idea in time: wallets that all first became active in the same tight window right after launch (co-buying). Coordinated buyers move together in the first seconds; organic buyers arrive spread out. Three separate detectors look for this — connected wallet clusters, timed entry bursts, and shared hidden-fee groups — and they share one scale:

Supply held by one coordinated groupReads as
under 5%Normal
5–20%Insider coordination (cabaled)
over 20%Manufactured distribution (bundled)
What's suspicious: a few clusters holding a large combined share — the float is controlled by a handful of operators who can exit together. The largest time-node cohort is measured against free float on the same 5% / 20% ladder.

Ownership & holders

Where the supply actually sits, and how the wallets are shaped.

Tight, uniform, freshly-created holdings are the shape of a manufactured launch; a wide spread of ages and sizes is the shape of an organic one. The at-a-glance cards each carry their own healthy-to-flag bands:

CardHealthyCautionFlag
Top-10 concentration<30%30–50%>50%
Fresh wallets (made near launch)≤20%20–30%>30%
Age concentration<25%25–50%≥50%
Identical holdings<10%10–30%≥30%
Zero-sell top 10 (never sold)0–1 / 102–4 / 10≥5 / 10

Age concentration and identical holdings are clustering scores (higher = more bunched-up), not a plain "X% of wallets are identical." All of these are measured against free float.

Quick reference

Healthy vs concerning, at a glance.

SignalHealthyConcerning
CEX funding50–75%<40% or >85%
Mixer funding<3%>10%
Top-10 concentration<30%>50%
Fresh wallets≤20%>30%
Coordinated cluster<5%>20%
Largest time-node cohort<5%>20%
Shared gas-fee group<5%>35%

Glossary

Bundled
Manufactured supply — one actor secretly controlled a big share through coordinated wallets. The pattern most tied to rug pulls.
Cabaled
Insider or exchange-routing coordination without the harder bundling fingerprint. The middle caution tier.
Organic
No manipulation pattern detected. Blue, not green — not a buy signal.
CEX funding
Share of supply traced back to real centralized-exchange withdrawals. Ideal band 50–75% of free float.
Free float
The supply that can actually trade — total minus liquidity-pool tokens, other contracts, locked/vesting supply, burned tokens, and large known-influencer allocations. Most percentages are measured against this, so locked and burned tokens don't count against a coin.
Cluster
A group of wallets the engine treats as one entity — same buy blocks, shared funder, or near-identical holdings.
Time node / co-buy
Wallets that all first traded in the same tight post-launch window. Coordinated entry, not organic discovery.
Gas-fee fingerprint
Wallets paying the exact same distinctive fee — usually one operator running a script through one terminal.
Mixer
A privacy or instant-swap service used to hide a money trail. Mixer-funded supply is a red flag.
Fresh wallet
A wallet created within ~3 days of launch. A pile of them is the classic bundled-launch fingerprint.
Deployer / dev
The wallet that created the token. How it was funded (mixer? shady exchange?) is itself a signal.
Farmer
A wallet on our curated list of serial memecoin farmers. If they hold enough, it steers the result.
KOL
A known influencer. A "KOL coin" badge means a big chunk was given to one — it's flagged so it isn't mistaken for a bundle, and it never changes the score. The badge says whether the tokens were verifiably sent by the deployer or just "origin unverified."
Rug pull
When insiders holding hidden supply dump it and crash the price. Luminos flags the distribution shape that enables a rug — before it happens.
Unverified / snapshot
Unverified = the engine couldn't grade the coin (re-scan). A snapshot banner means you're viewing an archived past scan.

FAQ

What's the ideal CEX distribution?

50–75% of the free float. That band is where funding looks like many independent retail buyers coming off major exchanges. Below 40% reads Bundled (too little real exchange money); 40–50% is cabal-leaning; and — counter-intuitively — above 75% is a caution and above 85% reads Bundled again, because near-total exchange funding looks like one operator staging it to seem organic. More is not better.

What does "Cabaled" mean?

It's the middle result: insider or exchange-routing coordination without the harder signs of bundling. Think one exchange dominating the funding, money skewed through regional / low-trust / fiat on-ramps, or a small number of wallets holding most of the float. It's a genuine caution — a signal that a coordinated group can move the coin — just a different, usually milder, pattern than Bundled. Note it doesn't feed the numeric risk score, so don't read "low risk number" as "safe" on a Cabaled coin.

The score is high — is that good or bad?

Depends entirely on the color. The big number is how strongly the coin fits its result, not how risky it is. High on Organic = confidently clean; high on Bundled = a confident bundling call. The actual rug-risk number lives separately in the engine breakdown.

It says Organic — is it safe to buy?

No. Organic means "no manipulation pattern found in the data we could check" — it is not a safety rating and not a price prediction. It's blue, not green, exactly so it doesn't read as a buy signal. A coin can be Organic and still lose most of its value, or Bundled and trade normally for a while. Always do your own research.

Why does my coin say Unverified?

The engine couldn't grade it — either there's no real market yet (almost no liquidity or holders), or exchange-funding data was unavailable so bundling couldn't be checked. It's not a pass and not a fail. Re-scan in a minute; if the coin is brand new, wait for a bit of trading history first.

Why did the result change when I re-scanned?

A result reflects the on-chain data at scan time, not a permanent label. New trading, new holders, or corrected upstream data can move it. That's expected — re-scanning is how you get the current read.

It flagged a coin I trust. Is that an accusation?

No. Every result is an automated, algorithmic opinion from public on-chain data — not a finding of fact, a fraud certification, or a claim about anyone's intent. If a project disagrees, there's an appeal link on every result and on the methodology page.

Not financial advice. Luminos is analytics built from public blockchain data. Every verdict is an automated estimate that can be wrong, incomplete, or out of date. Memecoins are extremely risky — never commit money you can't afford to lose, and always do your own research.