Superteam Earn Bounty • TokenGems Solana Feedback ($350 USDC Pool)

TokenGems Solana Audit & Metric Discrepancy Engine 💎🔍

Empirical product audit, metric divergence detection ($PUMP live vs FAQ), and contract vs. liquid EOA entropy deconstruction engine for TokenGems.

GitHub Repository Superteam Bounty ($350)
Audited Token
Pump ($PUMP) on Solana
Header vs FAQ Price Delta
-45.6% Mismatch
Raw Entropy Score
0.3078 (Skewed by AMM)
True EOA Liquid Distribution
55.0% Decentralized
⚠️ Live Metric Contradictions Found Data Integrity Alert
1. Price Quote Discrepancy 45.6% Delta

Live TokenGems Header displays $0.005437, while the on-page Token FAQ text claims $0.010000. Undermines TokenGems' role as a trusted source of truth.

2. Holder Entropy Distorted by Bonding Curve 0.3078 vs Reality

TokenGems calculates a low entropy score (0.3078) because 45% of supply is held by PumpSwap/Raydium liquidity contracts, not whale insiders.

💡 High-Impact Recommendations for TokenGems Product Roadmap
1. Auto-Sync FAQ Quoted Prices: Bind static FAQ copy directly to live Raydium/PumpSwap RPC feeds or add explicit timestamps (e.g. "Quoted on Oct 11").
2. Disaggregate Entropy (Contract vs EOA): Split the 0–1 entropy score into "Bonding Reserve" vs "Liquid EOA Distribution" so launchpads aren't penalized.
3. Pre-Connection Fee Transparency: Show the 0.25% AMM fee and slippage tolerance directly on TokenGems token cards before prompting wallet approval.
[TokenGems Audit Engine] Loaded token telemetry: pumpCmXqMfrsAkQ5r49WcJnRayYRqmXz6ae8H7H9Dfn
[Analysis] Detected price contradiction & bonding curve entropy distortion.