MemeAssist vs Bubblemaps: Solana Holder Analysis Compared (2026)
By the MemeAssist Research Desk · Published 2026-08-04 · Updated 2026-08-04 · 7 min read
Bubblemaps is the best tool for visually understanding wallet connections and insider clusters — it supports 15+ chains, is free for basic maps and makes sybil relationships instantly obvious. MemeAssist covers the same holder-cluster detection as part of a broader pre-buy report: it adds creator-wallet history, wash-trading analysis and an AI verdict alongside the clustering numbers. If you want a shareable visual, use Bubblemaps. If you want a buy/no-buy judgment, use MemeAssist.
Key Learnings
- Bubblemaps supports 15+ chains with free interactive holder-cluster maps — the best single tool for visualizing sybil relationships.
- MemeAssist converts holder-cluster analysis into a numeric risk score, pairs it with creator-wallet history and wash-trading ratios, and summarises everything in an AI verdict.
- Both tools look at on-chain wallet relationships — they differ in output format (visual vs scored) and analysis depth (map vs report).
What each tool is trying to solve
Bubblemaps (bubblemaps.io) is a visualization tool. It renders token holders as bubbles whose size reflects their share of supply, then draws lines between wallets that share funding history — same source wallet, same deposit pattern, coordinated timing. The result is a map that makes insider clusters and sybil wallets immediately obvious to the human eye. One glance at a token with thirty bubbles connected by lines tells you something a raw percentage table never would.
MemeAssist (our own tool — declared) was built specifically around the Solana memecoin question: should I buy this token? It runs holder-cluster analysis algorithmically (without requiring you to interpret a visual), and then combines it with contract checks, creator-wallet history across past launches, wash-trading volume ratios and an AI analyst report. The emphasis is on a verdict, not a map.
Holder-cluster detection on Solana
Both tools detect that wallets funded from the same source or buying in coordinated patterns should be treated as one effective holder. Bubblemaps does it visually — you see the lines and interpret them. MemeAssist does it numerically — it computes an "effective top holder" percentage that already accounts for clusters, so a token showing "top 10 = 20%" can display as "top effective group = 65%" in the report.
The visual approach has a real advantage: it's faster to share and immediately persuasive. A screenshot of a Bubblemaps token map with dozens of connected lines is better evidence in a Discord argument than a percentage. The scored approach has a different advantage: it's easier to act on, especially under the time pressure of a new launch.
Multichain support
This is Bubblemaps' clearest strength. It covers Ethereum, BNB Chain, Fantom, Avalanche, Arbitrum, Cronos and more alongside Solana — 15+ chains at time of writing. If you trade across ecosystems, Bubblemaps is the one holder-visualization tool that follows you. MemeAssist is Solana-only; it's built for the specific dynamics of Solana memecoin launches and doesn't attempt to cover other chains.
Creator-wallet history
Bubblemaps does not pull creator-wallet history from past launches. It shows you who holds the token now and how those wallets are connected — it doesn't tell you whether the creator has launched and rugged nine tokens this month. MemeAssist checks creator history across all on-chain launches: number of previous tokens, rug rate, time between launches. For serial rugged creators, this is often the most important signal of all — and contract flags and holder maps won't catch it.
Wash-trading and volume analysis
Bubblemaps focuses on wallet-to-wallet on-chain relationships (funding and holdings). It doesn't analyze trading volume patterns. MemeAssist computes wash-trading ratios — the fraction of volume attributable to wallets cycling tokens back and forth to inflate apparent activity — which is a different kind of manipulation that maps don't show.
Bubblemaps shows you the cluster. MemeAssist scores it, checks the creator's history and tells you whether to buy.
AI verdict vs visual map
Bubblemaps gives you a map you interpret. It's an excellent research tool for analysts and traders who enjoy reading on-chain data. MemeAssist gives you a conclusion: an AI reads the holder clusters, contract flags, creator history and volume analysis together and explains what the combination means in plain language. For someone who wants to know "should I buy this token?" rather than "what do these wallet connections look like?", the AI verdict is more directly useful.
Free tier and pricing
Bubblemaps is free for basic maps — no sign-up required for a standard token map. Pro tiers add historical maps, export features and API access. It's one of the most generous free tiers of any on-chain analytics tool. MemeAssist offers free analyses to start with pay-as-you-go credits for deeper reports and watchlist features. For casual visualization, Bubblemaps' free tier is excellent. For a regular pre-buy workflow, compare against MemeAssist's free daily analysis.
Speed on new token launches
Both tools can take a few minutes to index a very newly launched token. Bubblemaps notes on its site that fresh tokens can take time to appear. MemeAssist pulls data at analysis time rather than from a pre-indexed cache, which can be faster for brand-new launches but depends on on-chain data availability.
MemeAssist vs Bubblemaps at a glance
| Feature | Bubblemaps | MemeAssist |
|---|---|---|
| Holder-cluster visualization | Yes (interactive map) | Numeric score only |
| Effective holder % calculation | Visual (you read it) | Computed automatically |
| Contract checks | No | Yes |
| Creator-wallet history | No | Yes |
| Wash-trading analysis | No | Yes |
| AI written verdict | No | Yes |
| Chains supported | 15+ chains | Solana only |
| Free tier | Fully free (basic maps) | Free analyses, credits for depth |
| Shareable evidence | Excellent (screenshots) | Report link |
| Best for | Visualizing, sharing, research | Pre-buy verdict |
MemeAssist or Bubblemaps: which should you use?
Use Bubblemaps when: you want to visualize wallet connections, produce shareable evidence of an insider cluster, or you're researching tokens across multiple chains. It's the gold standard for making sybil relationships visually obvious. It's also genuinely excellent as a standalone free tool.
Use MemeAssist when: you need a complete pre-buy decision — one that combines holder clustering with contract checks, creator history, volume analysis and an AI interpretation, delivered as a health score, rug risk rating, AI verdict and detailed breakdown (how the AI analyzes tokens). If you're about to put money in and want to know whether you should, MemeAssist is built for that question.
Using both: run MemeAssist for the pre-buy verdict; open Bubblemaps for the holder map if you want to see the cluster visually or share it with others. The two tools complement each other. For the complete Solana token-checker landscape, see the 7 best Solana token checkers guide.
Frequently asked questions
What is Bubblemaps used for?
Bubblemaps visualizes how token holders are connected — wallets funded from the same source or buying in coordinated patterns appear linked on an interactive map. It's primarily used to spot insider clusters, sybil wallets and bundled supply concentration. It supports 15+ chains and is free for basic maps.
Does Bubblemaps work on Solana?
Yes, Bubblemaps supports Solana alongside 15+ other chains. For Solana-specific analysis beyond holder visualization — creator history, contract checks, wash-trading ratios — you'll need to pair it with a dedicated Solana tool like MemeAssist or RugCheck.
What does MemeAssist add over Bubblemaps for Solana tokens?
MemeAssist adds contract checks (mint authority, freeze authority, LP status), creator-wallet history across past launches, wash-trading volume analysis and an AI verdict alongside the holder-clustering data. Bubblemaps is a visualization tool; MemeAssist is a pre-buy report.
Which tool is better for spotting rug pulls?
They catch different types. Bubblemaps excels at making supply concentration and sybil clusters obvious visually. MemeAssist catches the same clustering plus contract-based rugs, serial-creator rugs and wash-trading manipulation in one report. For a complete pre-buy picture on Solana, MemeAssist is more comprehensive; for a quick visual check across chains, Bubblemaps is excellent.
Is Bubblemaps free?
Bubblemaps is free for standard token maps — no account required. Pro tiers add historical maps, export and API access. It's one of the most generous free tiers of any on-chain analytics tool.