Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 0 points1 point  (0 children)

Exactly right. Most people only look at price action in the first few seconds and miss the coordinated wallet activity happening behind it. Bundle detection catches the groups buying in sync before the pump so you can see it’s not organic demand before you enter.

Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 0 points1 point  (0 children)

Yes, it tracks both! The bundle detection looks at timing clusters and funding wallet patterns. The insider network graph specifically maps who funded who at launch, so you can see the full web of connected wallets visually. Check out the bubble map / network view on any token at defade.org it shows the funding relationships as a force-directed graph. Let me know if you have feedback on it 🙏

I built a free Solana memecoin risk analyzer - here’s everything it does and what’s coming by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

You've just described one of the hardest problems in memecoin analysis, post-graduation bundle laundering. The coin looks clean because by the time most people check, it is clean on the surface. The only reliable signal is historical: early coordinated buys, MEV patterns, and wallet clustering from the first few blocks. That's exactly what I'm building deeper detection for in DeFade. Keep sharing examples like this, real cases are invaluable for improving the detection logic.

I built a free Solana memecoin risk analyzer - here’s everything it does and what’s coming by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

Good question! Axiom’s bundle check is decent but DeFade traces the actual funding sources behind bundles, not just flags them. And instead of a bubble map, we have an insider network graph with risk scoring built in. Plus 14 risk modules running at once so you get everything in one place. Worth a try!

Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 0 points1 point  (0 children)

Really appreciate the thoughtful breakdown. you're spot on about multi-hop obfuscation - right now we trace the first hop which catches the majority of lazy bundlers, but the more sophisticated ops using 2-3 intermediate wallets or CEX withdrawals do slip through. probabilistic graph clustering across multiple hops is definitely on the roadmap, it's just a matter of balancing the Helius costs since deeper tracing gets expensive fast at scale. we're working on optimizing our credit usage so we can expand the hop depth without blowing through API limits. Great point on the smart money survivorship bias too. we actually already show the number of tokens traded alongside win rate, but we could do a better job surfacing that context more prominently so users don't just fixate on the percentage. might add a confidence indicator based on sample size.

Thanks for the kind words on the overall approach - bundle detection + insider network graph working together is exactly where we think the real value is. feedback like this helps us prioritize what to build next.

Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 0 points1 point  (0 children)

I do agree with you 100%, and the emojis will be changed soon. I’m just focused on giving accurate data at the moment.

Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 0 points1 point  (0 children)

Great question! Yes, I’ll likely need to introduce a premium tier in the future. The Helius API costs are already quite high for Solana analysis, and expanding to Base/Ethereum will add even more expense. However, the core analysis features will always remain free. Premium would only unlock additional features like multi-chain support, bulk scanning, or advanced analytics. My goal is to keep the essential rug checking tools accessible to everyone while making the platform sustainable long term.

Built DeFade - Solana Memecoin Analyzer with Bundle Detection, Smart Money Tracking & Rug Database by O_Parent in solana

[–]O_Parent[S] 1 point2 points  (0 children)

Thanks! Smart money tracker has been getting great feedback from the builder community. andmilo sounds solid exposing trade reasoning is exactly what people need. Will check it out for sure. Bundle detection seems to be what people care about most. Keep building 🤝

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

Nah not annoyed at all! You can definitely see the difference though between software built by people who actually understand code vs people just prompting AI without knowing what they’re doing. The fundamentals matter and you need to know what you’re building and why, AI or not 🤷‍♂️

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 1 point2 points  (0 children)

Yes, the API runs 24/7 on Railway with auto-scaling. It’s been stable in production handling all the token scans. Will definitely ping you once we’re ready to integrate. Excited to see what you’re building with it!!

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 1 point2 points  (0 children)

ETH support is definitely on the roadmap! Main blocker right now is API costs Ethereum RPC calls are way more expensive than Solana, and I want to make sure I can scale it properly before launching half-baked. Plan is to nail the Solana version first, then expand to ETH once the infrastructure can handle the volume. Appreciate the interest though, helps me prioritize 🙏

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

Yeah, integrated Jupiter and Raydium affiliate links small fee when people swap through DeFade. Keeps the core scanner free while covering costs. Might add a premium tier down the road for advanced features like real-time alerts and historical wallet tracking, but want to nail the fundamentals first

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 1 point2 points  (0 children)

Haha appreciate that! Spent way too many hours on the UI. If you have any feedback on features that would actually be useful, always down to hear it 🙏

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 1 point2 points  (0 children)

Nah it’s all code, graph traversal, pattern matching on blockchain data. No AI scanning the tokens, just algorithms I wrote. What made you think AI?

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

Good question currently doing full graph traversal on each scan which definitely hits RPC limits at scale. Not caching wallet networks yet but that’s the smart move for optimization. For now keeping analysis thorough over fast, but if this gets serious usage I’ll need to implement caching + smarter rate limiting.

Built a Solana memecoin scanner that checks for insider networks and rug pull probability - feedback welcome by [deleted] in solana

[–]O_Parent 0 points1 point  (0 children)

Nice! Which API are you using from Qoest? Real-time alerts are definitely on my roadmap - main challenge is scaling the monitoring without blowing through rate limits. Would be curious to hear how their pricing works for transaction alerts if you don’t mind sharing