DeepGyre/DeepGyre vs Arkham

DeepGyre vs Arkham Intelligence: Two Different Questions, Compared Honestly

Arkham Intelligence and DeepGyre are often listed together, but they answer different questions:

This comparison is written by DeepGyre. Every category below has a verdict, including the ones Arkham wins.


Summary table

Arkham figures from public materials and third-party reports as of October 2026. Some are unverified, as marked. Check Arkham's own site.

CategoryDeepGyreArkham IntelligenceEdge
PriceFree tier; Pro $20/monthCore platform freeArkham
Entity / label depth~40.8 million labelled addresses (about 956,000 curated); ~2,500 curated entity claimsOfficial guide: a very large named-entity database, plus an extensive tags/labels setArkham
Fund-flow visualizerYes — filters, entity grouping, expand in place, shareable viewsYes, matureArkham for depth
Token securityHoneypot check + simulated buy/sell (ETH, BNB Chain, Base)Not a core featureDeepGyre
Public methodology16 rules + per-metric constructionLimitedDeepGyre
Missing data shown as missingBy ruleVariesDeepGyre
Bitcoin on-chain metricsMVRV, SOPR, NUPL, realized price, supply in lossLimitedDeepGyre
Derivatives, unlocks, macroYesLimitedDeepGyre
Chains45 in the scanner registryReported ~16+ (unverified)Depends on feature
Business modelSubscriptions onlyFree platform, exchange, intelligence marketplacePreference
Track recordNew (September 2026)EstablishedArkham

1. Price

Arkham's core platform is free. DeepGyre has a permanent Free tier (10 token scans/day, 3 alert rules, 1 watchlist, 5 tracked wallets), Pro at $20/month and Gold at $70/month. New accounts get a 7-day trial that opens every feature.

DeepGyre's paid plans are paid in crypto from your own wallet, with no card; top-ups are in ETH or USDC on Base (pricing).

Verdict: Arkham. Free is hard to beat, and we won't pretend otherwise.


2. Attribution: who owns the wallet

Arkham's entity pages and labels are its core strength. Its official guide describes a very large named-entity database plus an extensive tags-and-labels set — deeper than ours in entity attribution.

DeepGyre's address labels number about 40.8 million (about 956,000 curated), every import tagged by origin. Its entity book holds about 2,500 verified address claims, many taken from exchanges' own proof-of-reserves disclosures. Two rules shape it:

Verdict: Arkham on coverage. DeepGyre is more explicit about confidence.


3. Token safety

DeepGyre's token scanner simulates a buy and then a sell, a few blocks later, against the token's own pool on Ethereum, BNB Chain and Base. It reports whether the sale succeeded, the effective round-trip cost, and whether the token caps the amount you can sell at once. When no sell could be tested, it says "Sell not verified" rather than "safe".

Arkham is not built as a token-safety tool.

Verdict: DeepGyre.


4. Transparency of numbers

DeepGyre publishes its rules on the Methodology page, and the construction of eighteen metrics in the library. When a source fails, the figure is shown as unavailable with its reason, never as zero.

Verdict: DeepGyre.


5. Investigations and fund tracing

Arkham's visualizer is mature and widely used in public investigations. DeepGyre has a wallet flow visualizer with filters by amount, direction and token, grouping of addresses by entity, expanding the next hop in place, and a shareable link to the exact view, plus entity pages and detection of the forged token transfers used in address-poisoning scams. Its investigation tooling is younger.

Verdict: Arkham.


6. Market context

DeepGyre puts Bitcoin on-chain metrics, exchange reserves, derivatives, token unlocks, stablecoin flows and global macro in the same subscription as the scanner. Arkham focuses on entities and flows.

Verdict: DeepGyre, if you want the market view in the same place.


7. How each tool handles an attribution it is not sure about

This matters more than the label count suggests. A wrong label is worse than no label: it sends you to the wrong conclusion with full confidence.

DeepGyre records how each entity address claim was established, and shows it:

Source of the claimExampleHow DeepGyre treats it
The entity's own disclosureAn exchange's proof-of-reserves wallet listHighest confidence
Curated researchVerified by transaction evidenceHigh confidence
Community-tracked listsOpen-source exchange address listsMarked community-tracked, never "verified"
Inferred from flowsTraced from a known wallet's activityMarked inferred, lower confidence
Two entities claim one walletThe same cold wallet named for two exchangesPublished as a conflict, or settled with the deciding evidence named

When a claim is disproved, it is switched off with its reason kept — never silently deleted — so the correction is visible.

Arkham's labels come from its own research and its intelligence marketplace. Its scale is much larger; check how a given label was established before relying on it for a decision.


8. What an investigation looks like in each

In Arkham: start from an entity page or an address, open the visualizer, and follow transfers between labeled entities. This is Arkham's home ground, and its graph is fast to read.

In DeepGyre: start from an address profile or an entity page. Open the wallet flow visualizer to follow transfers — filter by amount or token, group addresses by entity, expand the next hop in place and share the view as a link — and check the wallet's history, where forged "USDT" transfers from address-poisoning contracts are flagged and set aside. For a transaction you need to document, a printable receipt names the parties where our labels know them.

For pure fund tracing at scale, Arkham is the stronger tool today. For an investigation that ends in a token decision, or a document you need to file, DeepGyre's scanner and receipts add something Arkham does not.


9. Cost over a year

Per monthPer year
Arkham coreFreeFree
DeepGyre Free tier$0 (with daily limits)$0
DeepGyre Pro$20$240
DeepGyre Gold (adds Developer API)$70$840

DeepGyre plans are paid in crypto; see pricing.

If you only need attribution, Arkham costs nothing, and that is the honest answer. DeepGyre's Pro price is for token safety testing, smart-money and derivatives tabs, unlimited scans and the market metrics.


A practical setup that uses both

You don't have to choose one. A setup many readers will find sensible:

  1. Attribution in Arkham. Look up who is behind a wallet or an exchange flow in its free core.
  2. Token decisions in DeepGyre. Before buying, run the token through the scanner and check its holders in Token Lens.
  3. Market context in DeepGyre. Check exchange reserves, Bitcoin on-chain metrics and derivatives in the same session.
  4. Alerts where you act. Put alerts on the wallets you follow in the tool you check every day.
  5. Disagreements are signals. When the two tools name a wallet differently, look at how each label was established before trusting either.

Five questions to ask before you trust any label

  1. Who said so? The entity itself, a researcher, a community list, or an algorithm?
  2. How was it checked? By a transaction only the owner could make, or by a matching address prefix that a poisoner can copy?
  3. What is the confidence, and is it shown?
  4. What happens when two sources disagree?
  5. Can a wrong label be corrected visibly, with its reason kept?

DeepGyre's answers are published on its methodology page. Ask the same questions of any tool you use, including ours.


Which should you choose?

If you need…Choose
Free attribution of as many wallets as possibleArkham
Public fund-tracing investigationsArkham
To test a token's sell path before buyingDeepGyre
Metrics with published constructionDeepGyre
Wallets and market metrics in one placeDeepGyre
An analytics tool with no exchange businessDeepGyre

Many readers will use both: Arkham for attribution, DeepGyre for token safety and methodology-first metrics.


Frequently asked questions

Is DeepGyre free like Arkham?

DeepGyre has a free tier with daily limits and a 7-day full trial. Arkham's core is free without a trial. Pro features on DeepGyre — Smart Money, derivatives, unlimited scans — cost $20/month.

Does DeepGyre have more labels than Arkham?

Not in attribution: DeepGyre holds about 40.8 million labelled addresses (about 956,000 curated), against the very large entity and label database Arkham's own guide describes (a very large named-entity database plus an extensive tags-and-labels set).

What does DeepGyre do that Arkham doesn't?

It simulates token buys and sells to detect honeypots, publishes the construction of every metric, and combines Bitcoin on-chain metrics, derivatives, unlocks and macro data with wallet tracking.

Can I use Arkham and DeepGyre together?

Yes. They answer different questions, and both have free access, so running them side by side costs little.

Does DeepGyre use Arkham's data?

DeepGyre has no data feed or API connection to Arkham. A small number of entity wallets — a few dozen labels — were first identified from Arkham's public explorer and added only after on-chain verification of each address and transfer. Arkham's public labels were also consulted when two exchanges were claimed for the same wallet. Every claim records its source.

Which is better for a beginner?

For looking up who owns a wallet, Arkham's free interface is simple to start with. For checking whether a token is safe to buy, DeepGyre's scanner gives a direct answer: whether the simulated sale went through, at what cost, and what could not be checked.

Does DeepGyre have alerts like Arkham?

Yes. The Free tier has 3 alert rules, Pro has 50, and Gold is unlimited. You can follow a wallet from the whale tracker and be alerted when it moves.

How many chains do DeepGyre and Arkham cover?

DeepGyre's token scanner registry covers 45 chains. Each chain was admitted only after its endpoints answered as that chain, and the buy/sell simulation runs on three of them: Ethereum, BNB Chain and Base. Third-party reports put Arkham at around 16 or more networks; check Arkham's own documentation for its current list. Coverage differs by feature in both tools, so compare the feature you need rather than the headline count.

Is DeepGyre affiliated with Arkham?

No.


Start the free 7-day trial → · Arkham alternatives · Scan a token Arkham information reflects publicly available materials and third-party reports as of October 2026 and may change. Arkham and Arkham Intelligence are trademarks of their owner; DeepGyre is not affiliated with Arkham.

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